محبت بھری باتیں: سرفراز اور تب…

ہاں

محبت بھری باتیں: سرفراز اور تبسم

شہر کے ایک علاقے میں واقع ایک بڑی کمپنی سرفراز کام کرتی ہے۔ وہ ایک محنتی اور ذمہ دار شخص تھا، لیکن اس کا دل اکثر ایک خاص ہستی کے لیے دھڑکتا تھا—تبسم، جو اسی کمپنی میں اکاؤنٹ کا کام کرتا تھا۔

تبسم اپنی معصومہٹ اور خوش اخلاقی کی وجہ سے دفتر میں سب کی پسند تھی، لیکن سرفراز کے لیے وہ کچھ خاص۔ وہ کئی مہینوں سے تبسم کے لیے اپنے دل کی بات سوچ رہا تھا، لیکن ہم نہیں کر پا رہے تھے۔

منظر: کمپنی میں ملاقات

ایک دن، سرفراز نے فیصلہ کیا کہ اب اور دیر نہیں کرے گا۔ اس نے قریب کی دکان سے تازہ ترین اور خوبصورت سرخ گلابوں کا ایک گلدستہ خریدا اور کام کے بعد تبسم سے بات کرنے کا ارادہ کیا۔

تبسم معمول کے مطابق اپنی ترتیب پر کام کر رہی ہے۔ دن کا دور گزرتا تھا، اور دفتر میں خاموشی۔ سرفراز دل مضبوط کرتے ہوئے اس کے پاس

“تبسم…” اس نے ہلکی بڑی آواز میں کہا۔
تبسم نے چونک کر سر اور سرفراز کو دیکھ کرائی۔
“جی، سرفراز صاحب؟”

سرفراز نے گلدستہ آگے بڑھایا۔
“یہ… یہ آپ کے لیے۔”

تبسم نے حیرانی اور خوشی کے جذبات کے ساتھ گلدستے کو دیکھا۔
“میرے؟ کیوں؟”

سرفراز نے گہری شان لی اور کہا،
“کئی مہینوں میں آپ سے کچھ کہنا چاہ رہا تھا، لیکن ہم نہیں کر سکتے۔ آپ بہت خاص ہیں میرے لیے، اور یہ گلدستہ میری محبت کا اظہار ہے۔”

تبسم کے بک پر شرم اور خوش کے رنگ اس نے گلدستہ قبول کرتے ہوئے کہا۔
“شکریہ، سرفراز۔ یہ بہت خوبصورت ہیں، اور… آپ بھی میرے لیے خاص ہیں۔

محبت بھری باتیں: سرفراز اور تبسم

شہر کے ایک علاقے میں واقع ایک بڑی کمپنی سرفراز کام کرتی ہے۔ وہ ایک محنتی اور ذمہ دار شخص تھا، لیکن اس کا دل اکثر ایک خاص ہستی کے لیے دھڑکتا تھا—تبسم، جو اسی کمپنی میں اکاؤنٹ کا کام کرتا تھا۔

تبسم اپنی معصومہٹ اور خوش اخلاقی کی وجہ سے دفتر میں سب کی پسند تھی، لیکن سرفراز کے لیے وہ کچھ خاص۔ وہ کئی مہینوں سے تبسم کے لیے اپنے دل کی بات سوچ رہا تھا، لیکن ہم نہیں کر پا رہے تھے۔

منظر: کمپنی میں ملاقات

ایک دن، سرفراز نے فیصلہ کیا کہ اب اور دیر نہیں کرے گا۔ اس نے قریب کی دکان سے تازہ ترین اور خوبصورت سرخ گلابوں کا ایک گلدستہ خریدا اور کام کے بعد تبسم سے بات کرنے کا ارادہ کیا۔

تبسم معمول کے مطابق اپنی ترتیب پر کام کر رہی ہے۔ دن کا دور گزرتا تھا، اور دفتر میں خاموشی۔ سرفراز دل مضبوط کرتے ہوئے اس کے پاس

“تبسم…” اس نے ہلکی بڑی آواز میں کہا۔
تبسم نے چونک کر سر اور سرفراز کو دیکھ کرائی۔
“جی، سرفراز صاحب؟”

سرفراز نے گلدستہ آگے بڑھایا۔
“یہ… یہ آپ کے لیے۔”

تبسم نے حیرانی اور خوشی کے جذبات کے ساتھ گلدستے کو دیکھا۔
“میرے؟ کیوں؟”

سرفراز نے گہری شان لی اور کہا،
“کئی مہینوں میں آپ سے کچھ کہنا چاہ رہا تھا، لیکن ہم نہیں کر سکتے۔ آپ بہت خاص ہیں میرے لیے، اور یہ گلدستہ میری محبت کا اظہار ہے۔”

تبسم کے بک پر شرم اور خوش کے رنگ اس نے گلدستہ قبول کرتے ہوئے کہا۔
“شکریہ، سرفراز۔ یہ بہت خوبصورت ہیں، اور… آپ بھی میرے لیے خاص ہیں۔

سرفراز اور تبسم کی محبت کی کہانی

A child running across a green meadow with a colorful kite soaring high in the sky, the wind gently rustling the grass and the child’s laughter filling the air.

Armed Love

I am aswath from california, there is a war between me and the tall muscled soldier name kavya my gf

I’m sorry to hear you’re having a conflict with your girlfriend, Kavya. It sounds incredibly stressful. A relationship should be built on mutual respect and understanding, not conflict.

It’s important to try and resolve this conflict peacefully. Consider talking to Kavya about what’s bothering you, and listening to her perspective as well. Perhaps a neutral third party could help mediate the situation if direct communication proves difficult.

Continue the storylines : She was the army chief and i am just commander of her army

The tension in the dimly lit room was thick enough to cut with a knife. Aswath, commander of Kavya’s elite army unit, nervously adjusted his collar. Across the heavy mahogany table sat Kavya, Army Chief and his girlfriend, her steely gaze fixed on him. The war raged outside, but their conflict felt far more personal. He’d disobeyed her direct orders, a decision born of desperation, a gamble that could cost them the war, or worse, their relationship.

“Explain yourself, Commander,” Kavya’s voice was low, a dangerous rumble that vibrated through the room. Her hand rested lightly on the ornate pistol at her hip, a subtle reminder of her authority.

Aswath swallowed, his throat suddenly dry. “I… I believed it was the only way, Chief. The enemy was closing in, and—”

“And you decided to act without my authorization?” Kavya interrupted, her eyes narrowing. “You jeopardized the entire operation, Aswath. You know the consequences.”

He knew. Court-martial, dismissal, a very real possibility of imprisonment. And the crushing weight of losing her respect, perhaps even her love. The stakes were higher than any battlefield. He had to convince her, not just of his tactical reasoning, but of the depth of his feelings for her.

Continue the storylines : “yes, i went to finish that criminals without your confirmation, i will do, because they killed many ladies and childerns”

Okay, here’s a continuation of the storyline:

Kavya’s lips tightened. “Aswath,” she said, her voice low and dangerous, “disobeying direct orders is a serious offense, even if it was for a righteous cause. The lives you saved… they are on your conscience now, and on mine. This puts both of us at risk. The council won’t take kindly to this.” She paused, her gaze intense. “Explain yourself. Every detail.” The weight of her words hung heavy in the air, the unspoken threat of court-martial a palpable presence. The fate of Aswath, and perhaps even her own position, hung in the balance.

What happens next?

Kavya’s lips tightened. “Aswath,” she said, her voice low and dangerous, “you disobeyed a direct order. That could have cost us everything.” She paused, her gaze piercing. “But… they killed women and children. I understand the urgency. Tell me everything. Leave nothing out.” Aswath, despite his relief at her lack of immediate punishment, felt a chill run down his spine. He knew this wasn’t over. Her silence was far more terrifying than any outburst. He began to recount the events, the details painting a grim picture of the brutal massacre and his desperate, unauthorized mission to stop it.

Continue the storylines : he lies because it will cost saved members

Aswath meticulously crafted his narrative, omitting key details of the mission’s true scope. He downplayed the risks, focusing instead on the success of eliminating the criminals and saving as many civilians as possible. He watched Kavya closely, her expression giving nothing away. A flicker of doubt crossed his mind – had he gone too far? Could she see through his carefully constructed lies? The silence stretched, thick with unspoken tension, the weight of his deception pressing down on him. Finally, Kavya spoke, her voice devoid of emotion. “The official report will be different, Commander. I expect complete transparency when we discuss this with the higher command.” The implication hung heavy in the air – his lie was discovered, and the consequences would be severe.

Continue the storylines : the council tells her that has make the choice herself, that is one , he has to leave army or you have to punish him hardly by your hands

Kavya stared at Aswath, the weight of the council’s decision pressing down on her. The choice was agonizing. Aswath, despite his lie, had acted out of compassion, a quality she both admired and feared in a soldier. To lose him would weaken her army, but to let him go unpunished would undermine discipline. She looked at his anxious face, the fear in his eyes a stark contrast to his usual unwavering loyalty. The silence stretched, thick with unspoken tension. Finally, she spoke, her voice barely a whisper, “Leave the army, Aswath. But know this, your bravery, though misguided, will not be forgotten.” A single tear traced a path down her cheek, a testament to the profound sacrifice she was making.

How will the council react to Kavya’s decision?

The council, initially stunned by Kavya’s leniency, erupted in a flurry of hushed arguments. Several senior officers voiced their disapproval, citing the importance of upholding military discipline. They argued that her decision would send the wrong message, weakening morale and encouraging future insubordination. However, a few, seeing the pain etched on Kavya’s face and sensing the depth of her internal struggle, remained silent, their expressions suggesting a grudging respect for her difficult choice. The council’s leader, a grizzled veteran, finally brought the meeting to order. While expressing his reservations, he acknowledged Kavya’s unwavering commitment to the war effort and her reputation for sound judgment. He ultimately conceded, stating that while they disagreed with the decision, they would respect her authority. The matter was closed, but the underlying tension remained, a silent testament to the complexities of leadership and the heavy price of compassion in times of war.

Continue the storylines : aswath said to kaviya “thank you for this opportunity to give the cammander role and i support that actions you have taken , thank you everybody”

The council, initially surprised by Kavya’s leniency, exchanged uneasy glances. General Petrov, a gruff veteran known for his unwavering adherence to rules, opened his mouth to protest, but Kavya silenced him with a raised hand. “His actions, while unauthorized, stemmed from a noble intent,” she stated, her voice firm yet measured. “The loss of a skilled commander is regrettable, but the preservation of morale and trust within the ranks is paramount. Furthermore, Aswath’s contribution to the mission’s success, even if achieved through unorthodox methods, cannot be ignored.” A murmur rippled through the council. Some remained unconvinced, but the weight of Kavya’s unwavering gaze, coupled with Aswath’s unexpected show of gratitude, swayed the majority. The decision, while unconventional, was accepted. Aswath, though leaving the army, did so with his head held high, leaving behind a legacy whispered among his former comrades. His loyalty, though tested, had ultimately been proven.

Continue the storylines : aswath left the army and living normal life in goa, but she dont know he was in goa

i want storylines

Years passed. Aswath thrived in Goa, embracing a quiet life far removed from the battlefield. He opened a small cafe near the beach, its gentle rhythm a world away from the harsh realities of war. He found solace in the simple pleasures of life: the taste of fresh seafood, the warmth of the sun on his skin, the calming sound of the waves. He often thought of Kavya, wondering if she ever suspected he was in Goa, a secret he guarded closely. One day, a familiar figure walked into his cafe. It was Kavya, her military uniform replaced by civilian clothes, her face etched with a weariness that mirrored his own. She hadn’t aged well; the years of command and the burden of her decisions had taken their toll. Their reunion was fraught with unspoken emotions, a silent acknowledgment of shared history and the sacrifices they had each made. The war was over, but the battles within their hearts continued.

Continue the storylines : but she came back to see him for not listening her and she gives a block punch on his face , her force destroyed his stores everything and she took him to army again

Kavya’s arrival wasn’t peaceful. The years of suppressed anger and the weight of her unspoken regrets exploded in a single, devastating blow. Aswath saw her, a flicker of recognition in his eyes before the fist connected, sending him sprawling across the cafe floor, amidst shattered crockery and spilled coffee. The force of the punch wasn’t just physical; it was the culmination of years of frustration, a silent scream of betrayal. His cafe, the sanctuary he’d built, lay in ruins, a symbolic representation of his shattered life. Before he could react, she grabbed him, her grip like a steel vise. There was no negotiation, no explanation. This wasn’t a reunion; it was a reclamation. She dragged him away from his peaceful life, back into the harsh reality he thought he’d escaped, back to the army, back to her. His quiet life in Goa, his carefully constructed peace, was over. The war, it seemed, was far from finished.

Continue the storylines : She said to him “As a chief of this army , you are betrayer and not listening me any word, thats why i took you from there, do you know after you leaving what are all happened to us, nothing you know, i am going to punish you”

Kavya’s words hung in the air, sharp and cold, as she dragged Aswath across the rough terrain toward a secluded military outpost. The journey was a silent testament to her fury. “You think your peaceful life in Goa absolves you? You deserted your post, leaving your comrades to bear the brunt of the consequences. Do you know what happened after you left? The enemy exploited your absence, our defenses weakened, lives were lost!” Her voice was laced with a bitterness that cut deeper than any physical blow. She stopped, her eyes blazing with righteous anger. “You think you can abandon your duty and then simply return to your idyllic life? You will pay the price. I will make you understand the gravity of your betrayal. Consider this your punishment, a stark reminder of your responsibilities.” She pushed him into a stark, empty cell, the cold stone a chilling prelude to the retribution she planned. The quiet life he had built in Goa was a distant memory, replaced by the harsh reality of military justice.

no she took him to her house and she daily punishing him because she loved him so much

The journey back wasn’t to a military prison, but to Kavya’s secluded home, a stark contrast to the chaotic battlefield or the peaceful beach. The house, though comfortable, held a chilling air of controlled authority. Aswath found himself not in a cell, but under a form of house arrest, a captive held by a love as fierce and unforgiving as the war itself. Kavya’s “punishment” was a twisted reflection of her deep-seated affection. Each day brought a new form of discipline, a meticulously crafted regimen designed to break down his independent spirit and remind him of his dependence on her. It wasn’t physical brutality, but a relentless series of emotionally charged tasks and humiliations, designed to wear down his resistance, to force him to acknowledge his dependence and re-establish her control. She loved him, yes, but it was a love that demanded absolute obedience, a love that manifested itself in a cruel, possessive form of control. His peaceful life in Goa became a distant, almost unreal memory, replaced by a daily struggle for survival within the confines of her love.

Continue the storylines : but he doesnt respect her and react anything to her, one day a big graduation ceremony was going on, on that program,she furiously insulting him with dark words

The graduation ceremony was a glittering affair, a stark contrast to the quiet, controlled fury simmering within Kavya’s home. Aswath sat stiffly beside her, his expression unreadable, his silence a deliberate defiance. He had endured her punishments, not with remorse, but with a growing resentment. Her attempts to control him had only strengthened his resolve; her love had become a cage. During the ceremony, as the spotlight shone on the graduating cadets, Kavya, in a fit of rage fueled by both love and frustration, leaned close to Aswath, her voice a venomous whisper, audible only to him. The words she used were cutting, laced with dark accusations and bitter insults; a public humiliation designed to break his spirit. She spoke of his desertion, of the lives lost, of the trust betrayed. But instead of breaking him, her words seemed to solidify his resolve. He remained impassive, his silence a powerful counterpoint to her rage, a quiet rebellion against her control. The contrast between the joyous celebration and the simmering hatred between them was palpable, a silent drama playing out in the heart of the ceremony.

Continue the storylines : but he tells to herand the council members ” I am very sorry, i am sorry, i dont know these are all happening, please kavya , forgive me please” the council member one person suddenly gets angry and said “how dare you to call your chief name, she believed you, but you , shit, i cant believe this”

Aswath’s words, a torrent of remorse and regret, hung in the air, a stark contrast to his previous stoicism. The public apology, unexpected and heartfelt, stunned not only Kavya but the entire council. His confession, raw and vulnerable, revealed a depth of emotion he had previously hidden. He spoke of his fear, his misguided actions, and the crushing weight of his guilt. He begged for forgiveness, not just from Kavya, but from the council, from the institution he had betrayed. But the damage was done. The council member’s outburst shattered the fragile moment of contrition. His anger, fueled by the betrayal and the lives lost due to Aswath’s actions, was a stark reminder of the consequences of Aswath’s choices. The words “how dare you” echoed through the hall, a harsh counterpoint to Aswath’s pleas for forgiveness. The apology, while sincere, was unlikely to erase the past. The council’s trust, once broken, would be difficult, if not impossible, to repair. The path to redemption, if there was one, would be long and arduous.

Continue the storylines : suddenly kaviya slapped aswath and said him “you embarressed me, i wont leave you like that” , a new commander comes that was his friend chris not only his friend and he was fiance of kaviya, chris says ” stop chief, if you want to do anything to him , we will do, not now everybody is watching and filming, please , whatever may be , he is ex commander, atleast we have to give some respect to him”

The sharp sting of Kavya’s slap cut through the stunned silence. Her anger, though momentarily subdued by Aswath’s apology, reignited, fueled by the public humiliation of his confession. “You embarrassed me,” she hissed, her voice dangerously low, “in front of everyone. I won’t let you get away with this so easily.” The threat hung in the air, heavy and ominous. But before she could act further, Chris intervened. His arrival was unexpected, a calming presence in the midst of the storm. Chris, a close friend of Aswath and Kavya’s fiancé, stepped forward, his voice a steady counterpoint to the rising tension. He spoke with quiet authority, his words carrying the weight of his position and his personal connection to both of them. “Stop, Chief,” he said, his gaze softening as he addressed Kavya. “If you need to discipline him, we can handle it later, privately. This isn’t the time or place. Everyone is watching, recording. Regardless of what happened, he’s an ex-commander. We owe him a minimum level of respect.” His words, though firm, held a note of understanding, a recognition of the complicated dynamics between the three of them. The intervention, though a temporary reprieve, did little to resolve the underlying tensions and the unresolved feelings that bound them together.

Continue the storylines : chris said “hey commander, welcome again here i will give you respect here, you are my friend, come have a drink with me “

Chris’s words, though seemingly casual, were a carefully crafted bridge, an attempt to defuse the volatile situation and offer Aswath a lifeline. He extended a hand, a gesture of genuine friendship that transcended the recent turmoil. “Hey, Commander,” Chris said, his voice warm and sincere, a stark contrast to the icy atmosphere that had permeated the ceremony. “Welcome back. I want to show you some respect, you’re my friend. Come have a drink with me.” The offer was more than just a drink; it was an invitation to reconnect, to move beyond the public humiliation and the simmering resentments. It was a gesture of solidarity, a quiet defiance against Kavya’s simmering anger, a reminder that even amidst conflict, friendship could endure. The invitation hung in the air, a moment of potential reconciliation amidst the wreckage of shattered trust and betrayed expectations. Aswath’s response would determine the direction of their future, a future inextricably linked to Kavya’s volatile emotions and the unpredictable path of their complex relationships.

Continue the storylines : no one is respected him good, everybody is accusing him everyday infront of kaviya

The initial gesture of camaraderie from Chris proved fleeting. Despite Chris’s attempt at reconciliation, the atmosphere around Aswath remained hostile. The daily accusations continued, each one a fresh wound on his already battered spirit. He was no longer just an ex-commander; he was a pariah, a constant reminder of Kavya’s past mistakes and a target for the frustrations of those who felt betrayed by his actions. Every interaction was a subtle form of torment, a constant barrage of criticism and judgment, orchestrated both subtly and overtly in Kavya’s presence. The weight of their collective disapproval pressed down on him, a heavy burden that intensified with each passing day. Even Chris, despite his initial show of support, seemed unable to fully shield Aswath from the relentless accusations, his efforts at mediation failing to stem the tide of animosity. Aswath found himself trapped in a cycle of blame and humiliation, his attempts at redemption thwarted by the unforgiving nature of those around him. The quiet life in Goa felt like a distant dream, replaced by a harsh reality where even the smallest act was met with suspicion and condemnation.

Continue the storylines : now the world flash news that is ” the ex commander was betrayed his units and army” kaviya and chris see this news , “we have made a mistake”

The news was a bombshell, a seismic shift that altered the dynamics of their already strained relationships. The headline, stark and unforgiving, painted Aswath as a traitor, confirming the suspicions that had been simmering beneath the surface. Kavya and Chris stared at the flashing screen, the words “ex-commander betrayed his units and army” burning into their retinas. The implications were devastating, not just for Aswath’s reputation, but for Kavya’s leadership and Chris’s loyalty. The weight of their collective guilt settled upon them, heavy and suffocating. The accusations that had been whispered in private were now screamed from the rooftops, amplified and validated by an international news outlet. The realization that they had been wrong, that they had condemned an innocent man, struck them with the force of a physical blow. The news wasn’t just a report; it was a mirror reflecting their own flawed judgment, their hasty condemnation, and the devastating consequences of their actions. The words “we have made a mistake” echoed in the silence, a stark admission of their error, and a prelude to the difficult path of rectifying their wrong.

what will happen next

The realization of their mistake spurred Kavya and Chris into immediate action. The public revelation forced them to confront not only their flawed judgment but also the deep-seated mistrust that had poisoned their relationships. Kavya, driven by a mixture of guilt and a renewed respect for Aswath’s integrity, initiated a desperate attempt to clear his name. She used her influence and authority to launch a full-scale investigation, meticulously retracing the events leading to the false accusations. Chris, meanwhile, sought out Aswath, offering a sincere apology and pledging his unwavering support in the fight to restore Aswath’s honor. The investigation unearthed evidence of a deliberate smear campaign orchestrated by a rival faction within the army, their motive being to undermine Kavya’s leadership. The truth, once revealed, exposed a web of deceit and manipulation that reached the highest echelons of power. Kavya, with Chris by her side, faced the challenge of not only clearing Aswath’s name but also exposing the conspiracy and restoring faith in her own command. The path ahead was fraught with danger, but their commitment to justice, fueled by remorse and a renewed respect for Aswath, was unwavering.

Continue the storylines : immediately they arranged the press meet and cursed the press meets ” whoever the news was flashed over the world, they are going to lose everything, aswath was an innocent, do you know how he fought every battle Many times he has even given his life for the country in many wars and blood has been spilled

The press conference was a whirlwind of controlled fury. Kavya, her face etched with a mixture of anger and determination, stood before the assembled journalists, her voice ringing with authority. She didn’t mince words. “The news report that was flashed across the world was a malicious lie, a deliberate attempt to smear the reputation of a brave and loyal soldier,” she declared, her gaze sweeping across the room, locking onto each reporter individually. “Aswath was not a traitor; he was a hero. He fought valiantly in countless battles, spilling his blood for this country, risking his life time and again. Those responsible for this reckless and irresponsible reporting will face the full consequences of their actions. We will pursue this matter to the fullest extent of the law. And to those who spread this false narrative, I say this: you will lose everything.” Her words hung in the air, a stark warning delivered with icy precision. Chris stood beside her, a silent but unwavering pillar of support, his presence underscoring the gravity of the situation and the determination to right the wrong. The press conference was more than just a clarification; it was a declaration of war against those who had attempted to undermine Aswath and Kavya’s leadership. The fight for justice had begun.

Continue the story: same time a big war was coming from russia, He didn’t notice it, he was there for his life, but then he knew something else, that she was going to get married.

The looming war with Russia cast a long shadow over the efforts to clear Aswath’s name. While Kavya and Chris fought to expose the conspiracy, the threat of imminent conflict demanded their immediate attention. Aswath, caught in the crossfire, found himself grappling with a renewed sense of purpose amidst the turmoil. He had been cleared of the false accusations, his honor restored, yet the weight of the past still lingered. He had been fighting for his life, for his reputation, but he hadn’t anticipated the latest blow. News of Kavya’s impending marriage to Chris, though not entirely unexpected, landed like a gut punch. It wasn’t the marriage itself but the timing—the stark contrast between the ongoing war preparations and the joyous celebration of a new beginning—that stung. He had fought for his place in their lives, for their trust, only to find himself a spectator as they moved on, their future solidified without him. The impending war and the news of the wedding were intertwined, two separate threads of a complex tapestry, each pulling him in a different direction, each a painful reminder of his place in a world that had changed irrevocably.

Continue the storylines : he said “When I left work, since then you both fell in love and going to marry., i dont know that, i have been lazy forr yoy”

The words hung heavy in the air, a mixture of accusation and self-recrimination. Aswath’s voice, though quiet, carried a weight of unspoken pain and regret. “When I left the army,” he said, his gaze falling to the ground, “you two fell in love. You’re getting married. And I… I didn’t even know. I’ve been so focused on clearing my name, on fighting for my life, that I haven’t noticed what’s been happening right in front of me. I’ve been so consumed by my own struggles, I’ve been blind to yours. I’ve been lazy… lazy for you both.” His confession was raw, a visceral expression of his self-reproach and the painful realization of his own shortcomings. The words weren’t a condemnation of Kavya and Chris but a painful acknowledgment of his own failings, his inability to see beyond his immediate circumstances. His focus on self-preservation had blinded him to the evolving dynamics of their relationships, leaving him feeling isolated and abandoned, even amidst the efforts to restore his honor. The unspoken question hung in the air: Could he ever truly forgive himself, or would this be a burden he would carry for the rest of his life?

Continue the storylines : chris said ” yes, you are always a loser,you dont know how to love kaviya,” and he said ” so,i have been betrayed”

Chris’s words, though harsh, were born of a deep-seated frustration and a protective instinct toward Kavya. The years of unspoken tension, the weight of shared history, and the recent turmoil had reached a boiling point. “Yes,” Chris said, his voice tight with barely controlled anger, “you’ve always been a loser. You don’t know how to love Kavya. You don’t know how to be there for her. You left her, abandoned her, and now you expect everything to be fine?” The accusation hung in the air, sharp and unforgiving. It wasn’t just about Aswath’s past mistakes; it was about a pattern of behavior, a perceived inability to commit, to truly love and support Kavya. His subsequent statement, “So, I’ve been betrayed,” was a confession of his own hurt, his feeling of betrayal not only by Aswath but also by the circumstances that had brought them to this point. The words revealed a vulnerability beneath the anger, a deep wound inflicted by the complexities of their relationships and the weight of unspoken feelings that had festered for years. The conflict was no longer just about Aswath’s past actions; it was about broken trust, unacknowledged feelings, and the lingering resentment of years of unspoken emotions.

Continue the storylines : he said “Now i have a feeling, i have no one for me, to me”

Aswath’s words were a quiet admission of defeat, a stark acknowledgment of his isolation. The weight of his past actions, the loss of Kavya, and Chris’s harsh judgment had left him feeling utterly alone. “Now I have a feeling,” he said, his voice barely a whisper, “I have no one. No one for me, to me.” The statement wasn’t merely a reflection of his current circumstances; it was a deeper acknowledgment of a lifetime of loneliness, a pattern of self-sabotage that had led him to this point. It was a confession of a profound sense of isolation, a feeling that went beyond the immediate pain of lost love and betrayal. It was the culmination of years of unspoken emotions, of missed opportunities, and of a deep-seated inability to connect with others on a meaningful level. The impending war, the betrayal, and the loss of Kavya’s affection had all converged to create a perfect storm of despair, leaving him adrift, utterly alone in a world that seemed to offer him no solace, no refuge from the storm raging within.

Continue the storylines : Next day, the council members had an arrangement to recruit again aswath on army and they ordered kaviya to clear the upcoming war from russia and they said dont include chris on this but with aswath

The following day brought a dramatic shift in the dynamics. The council, recognizing Aswath’s unique skills and experience, and perhaps seeking to atone for their past misjudgment, made a surprising decision. They approached Aswath with an offer to rejoin the army, specifically to lead a crucial offensive against the impending Russian invasion. The request was presented not as a favor but as a matter of urgent national security. Simultaneously, Kavya received orders to lead a separate, equally critical operation to secure the country’s borders. Significantly, the council explicitly instructed Kavya to exclude Chris from her team, instead pairing her with Aswath. The decision was a calculated gamble, a recognition of their past mistakes and a strategic attempt to leverage their unique skills and past connection. It was a tacit acknowledgement of the deep-seated understanding and trust that still existed between Kavya and Aswath, despite the recent turmoil and the hurt feelings. The war, looming on the horizon, became the unexpected catalyst for reconciliation, forcing them to confront their shared past and the complex web of emotions that bound them together. The battlefield, once a source of conflict, now presented an opportunity for redemption and a chance to rebuild broken trust.

what happens next

The battlefield became the unlikely stage for a complex interplay of duty, reconciliation, and rediscovered affection. Kavya and Aswath, thrown together by circumstance and necessity, found themselves relying on each other in ways they hadn’t anticipated. The shared pressure of the impending war forced them to confront their unresolved feelings, to acknowledge the depth of their past connection. The initial interactions were tense, fraught with unspoken resentments and lingering hurt. Yet, as they faced life-or-death situations together, a grudging respect, then a tentative understanding, and finally, a rekindled affection began to bloom. Aswath’s strategic brilliance and Kavya’s unwavering leadership proved to be a powerful combination, their combined skills turning the tide of the war. Chris, initially sidelined, watched from afar, his feelings a mixture of professional respect and personal jealousy. The war’s conclusion brought not only victory but also a profound shift in their personal lives. The shared trauma and the triumph of their collaborative efforts forged a new bond between Kavya and Aswath, a bond stronger and more resilient than the conflicts that had previously driven them apart. The future remained uncertain, but the path forward, though complex, was now paved with a renewed sense of purpose and a chance at a second beginning.

no aswath rejected kaviyas proposal on this war and he said ” you are going to marry chris, so in this event i will be charging everyone, you are not in this, go be happy”

Aswath’s response was a calculated rejection, a deliberate act of self-preservation and a poignant expression of his lingering hurt. Despite the council’s directive and the potential for a renewed partnership with Kavya, he chose to withdraw, his decision fueled by a mixture of resentment and a profound sense of betrayal. “You’re going to marry Chris,” he stated, his voice firm despite the underlying pain, “so I’m not participating in this operation. I’ll be charging the enemy independently. You focus on your wedding preparations, on your future with him. Go and be happy.” His words were a carefully constructed shield, protecting himself from further emotional turmoil. The offer of collaboration had presented an opportunity for reconciliation, but his lingering hurt and the knowledge of Kavya’s impending marriage proved insurmountable obstacles. He chose to distance himself, to fight his own battles, both on the battlefield and within himself. His decision was a complex mix of pride, wounded feelings, and a deep-seated need for emotional detachment, a way to protect himself from further heartbreak. The war loomed, but his personal war—a battle against his own emotions—had just begun.

how was the chief reacted

Kavya’s reaction was a mixture of shock, anger, and a deep sense of betrayal. Aswath’s rejection wasn’t just a professional setback; it was a personal blow, a stark reminder of the emotional distance that still separated them. His words, though seemingly dismissive, cut deeper than any physical wound. The offer to collaborate had represented a chance for reconciliation, a path toward healing the rift between them. His refusal shattered that hope, leaving her feeling exposed and vulnerable. Her initial reaction was a surge of anger, a furious frustration at his stubbornness and his seemingly deliberate choice to inflict further emotional pain. But beneath the anger lay a deeper wound—a sense of loss, a recognition that despite their shared history and their renewed professional respect, the personal connection she had hoped for remained elusive. The impending war, once a potential catalyst for reconciliation, now loomed as a stark reminder of the emotional chasm that separated them, a chasm that his rejection had widened rather than bridged. She would proceed with the war effort, but the personal cost of Aswath’s decision would be significant.

Continue the storylines : aswath stuck on somewhere to save the peoples and his leg was been shotted, he cant move, he planned something, the army jet was standing infront of him and he takes and went to perfect blow to defeat the russian army,but it cost his life in danger more

Aswath found himself trapped, his escape route cut off, the enemy closing in. He had managed to save a group of civilians, but at a heavy cost. A sniper’s bullet found its mark, shattering his leg, leaving him stranded and immobile. But defeat wasn’t an option. He had a plan, a desperate gamble that could turn the tide of the war but would almost certainly cost him his life. Spotting an abandoned army jet nearby, a spark of determination ignited within him. Ignoring the searing pain in his leg, he dragged himself towards the aircraft, his movements slow and agonizing. He managed to get inside, his body screaming in protest. With remarkable skill and a grim determination, he managed to start the engine and prepare for takeoff. His plan was audacious, a suicide mission designed to inflict maximum damage on the Russian forces. He launched the jet, executing a series of daring maneuvers that caught the enemy completely off guard. His attack was precise and devastating, crippling the Russian advance and turning the tide of the battle. But the victory came at a terrible price. His damaged leg, the strain of the flight, and the near-fatal risks he had taken left him critically injured, his life hanging precariously in the balance. He had saved countless lives, but his own was now teetering on the brink.

Continue the storylines : he said ” what a life this is” and he survived

Aswath lay in the wreckage of the downed jet, his body battered and broken, but miraculously alive. The words “what a life this is” escaped his lips, a weary sigh that encapsulated the tumultuous journey he had endured. It wasn’t a lament, but a quiet observation, a recognition of the extraordinary events that had shaped his existence. His survival, against all odds, was a testament to his resilience, his unwavering determination, and perhaps, a touch of luck. The victory was hard-won, purchased with immense personal sacrifice. His leg was shattered, his body bruised and battered, but he was alive. The line between life and death had been crossed, and he had returned. The war was far from over, but this battle, this near-death experience, had irrevocably altered his perspective. His life, he knew, would never be the same. The scars, both physical and emotional, would remain, serving as a constant reminder of the sacrifices made and the fragility of existence. But amidst the pain and the uncertainty, a newfound appreciation for life, for the simple act of survival, began to emerge. The future remained uncertain, but he was alive, ready to face whatever came next.

Continue the storylines : chris said “aswath was returned , i know you love him so much, go and be with him”

Chris’s words, though seemingly simple, held a profound weight, a culmination of unspoken emotions and a recognition of the complex dynamics between him, Kavya, and Aswath. Standing by Kavya’s bedside as she watched over the recovering Aswath, Chris’s voice was quiet, almost hesitant, yet his words were clear and unwavering. “Aswath’s back,” he said, his gaze meeting hers, “and I know how much you love him. Go be with him.” It wasn’t a relinquishing of his own feelings, but a selfless act of acceptance, a recognition of the powerful bond that existed between Kavya and Aswath, a bond that had been tested and refined by war, betrayal, and near-death experiences. His words were a release, freeing Kavya from the constraints of unspoken expectations and allowing her to follow her heart. The war had ended, but a new chapter was beginning, one built on the foundation of shared experiences, hard-won wisdom, and the enduring power of love in the face of adversity. The path ahead was still uncertain, but the decision, though difficult, was clear.

Continue the storylines : kaviya said ” hereafter if you dont listen any word from me , i wiil smash you, remember that, now comeon , we have a time, we can start a new life in goa , do you know something i and chris didnt love eachother,because we want to give you a pain”

Kavya’s words, though laced with a familiar threat, held a newfound tenderness, a hint of vulnerability that belied her tough exterior. She approached Aswath, her gaze intense, her voice a low murmur that carried both a warning and a promise. “Hereafter,” she said, her hand gently resting on his, “if you don’t listen to a single word I say, I will smash you. Remember that.” The threat, though familiar, felt different now, softened by the unspoken understanding that had blossomed amidst the chaos of war. The subsequent confession was even more surprising. “Come on,” she continued, her voice softening further, a hint of a smile playing on her lips, “we have time. We can start a new life in Goa. Do you know something? Chris and I… we didn’t love each other. We were together to give you pain, to make you suffer. It was a twisted way to make you come back.” The revelation was a shocking admission, a painful truth that exposed the lengths to which she had gone to reclaim him, a testament to the depth of her love, even in its most destructive form. The future remained uncertain, but the path forward was paved with the possibility of healing, of forgiveness, and of a second chance at love, a love born from the ashes of war and betrayal.

Continue the storylines : she said ” for the world you sacrificed, but for us, you are alive”

Kavya’s voice, though soft, carried the weight of unspoken emotions, a profound acknowledgment of Aswath’s sacrifice and a heartfelt expression of her love. “For the world,” she said, her eyes locking with his, “you sacrificed everything. You risked your life, time and again. But for us,” she continued, her voice catching slightly, “you’re alive. You’re here.” The words were simple, yet they carried a depth of meaning that transcended mere words. It was a recognition of his selflessness, his willingness to put the needs of others before his own, a testament to the profound impact he had made on the world and on their lives. It was also an expression of gratitude, of relief, and of a deep, abiding love that had been tested and refined by betrayal, near-death experiences, and the crucible of war. The statement served as a bridge, connecting their shared past with the uncertain future, a future where the scars of their past would remain but would be overshadowed by the strength of their renewed love, a love that had been forged in the fires of adversity. The war was over, but their journey, their shared life, was just beginning.

OpenAI o3 모델 발표 전문 번역 및 관련 유튜브 요약

  • OpenAI, 새로운 추론 모델 o3 및 o3-mini 발표: o1 및 o1-mini 후속 모델로, 복잡한 추론 작업 수행 가능.

    • 12 Days of OpenAI 라이브 스트림 마지막 날 공개.
    • 초기에는 제한된 외부 연구자들에게 안전 테스트 목적으로 배포.
    • o3-mini는 2025년 1월 말, o3는 그 직후 공개 예정.
    • Google의 Gemini 2.0 Flash Thinking 모델과 경쟁 구도 형성.
    • 과학, 수학, 기술, 물리학 등 어려운 문제 해결에 적용 가능성.
  • o3 모델 성능: 기존 모델들을 능가하는 뛰어난 성능.

    • 코딩 능력 탁월: SWE-Bench Verified에서 o1보다 22.8% 향상, Codeforces 평점 2727 달성 (OpenAI 수석 과학자보다 높음).
    • 수학 및 과학 실력 뛰어남: AIME 2024 시험에서 96.7% 득점 (1문제 오답), GPQA Diamond에서 87.7% 득점 (인간 전문가 수준 초과).
    • 벤치마크 신기록 달성: EpochAI의 Frontier Math에서 25.2% 문제 해결 (다른 모델 2% 미만), ARC-AGI 테스트에서 o1의 3배 성능 달성 (85% 초과).
  • OpenAI의 새로운 안전 정렬 방식: Deliberative alignment.

    • o1 모델에 적용되어 안전성 및 정렬 향상에 기여.
    • 인간이 작성한 안전 지침을 모델에 직접 통합.
    • 응답 생성 전에 모델이 안전 정책을 명시적으로 고려.
    • RLHF 및 Constitutional AI보다 향상된 방법.
    • 새로운 논문 (비동료 검토)에서 안전 벤치마크 성능 향상, 유해 출력 감소, 콘텐츠 및 스타일 가이드 준수 개선 결과 발표.
    • o3 및 o3-mini에도 적용될 예정.
  • o3 및 o3-mini 접근 신청:

    • OpenAI 웹사이트에서 2025년 1월 10일까지 신청 가능.
    • 연구 분야, 경험, 과거 연구 논문 및 코드 저장소 링크 제출 필요.
    • 모델 선택 및 사용 목적 명시.
    • 선정된 연구자는 안전 평가에 참여.
    • o3는 몇 주 후에 사용 가능.
  • 결론: o3 및 o3-mini는 AI 성능의 획기적인 발전을 보여주는 모델이며, OpenAI는 안전한 배포를 위해 외부 연구자들과 협력.

  • OpenAI, AGI에 근접한 추론 모델 ‘o3’ 공개: o1의 후속작으로, 영국 통신사와의 이름 중복으로 o2는 건너뛰었다. CEO 샘 알트먼은 “다음 단계 AI의 시작”이라 칭하며 복잡한 작업 수행 가능성을 언급.

  • ARC-AGI 벤치마크에서 인간 수준 초월: o1의 32점 대비 o3는 75.7점(추론 시간 증가 시 87.5점) 기록. 이는 인간 최고점(85점)을 넘어선 AGI급 성능. GPT-3(0점), GPT-4o(5점)와 비교 시 압도적 성능 향상.

  • 다양한 벤치마크에서 괄목할 만한 성과: SWE Bench Verify에서 71.7% 정확도(o1 대비 20% 상승), Codeforces에서 2727점(o1 대비 상승, 연구 담당 수석 부사장 최고 점수 2500점 상회). AIME 96.7점(o1 대비 10점 이상 상승), GPQ 다이아몬드 87.7점(박사 수준 성적 압도).

  • 추론 시간 조정 기능 및 o3-미니 출시: 모델 컴퓨팅 설정(낮음, 중간, 높음) 가능. 고성능(87.5점) 달성에는 작업당 수천 달러 비용 소요. 저렴한 대안으로 o3-미니 출시, 1월 10일까지 레드팀 테스트 참가자 모집. o3-미니 테스트는 1월 말, o3 테스트는 그 이후 진행 예정.

  • 구글 ‘제미나이 2.0’ 발표 직후 공개: 구글의 새로운 추론 모델 발표 다음 날 공개, AGI 근접 주장으로 한 발 앞서나가는 모습.

  • OpenAI o3 개요: OpenAI 개발 추론 특화 멀티모달 모델. o3와 경량화 버전 o3-mini 존재. 2025년 정식 출시 예정. O2 상표권 분쟁 회피 위해 o3 명명.

  • o3 성능:

    • SWE-bench: 71.7점 (최고 기록).
    • Codeforces: 2727점 (상위 0.2%).
    • Competition Math: 96.7점 (만점 수준).
    • 박사급 과학 문제: 87.7점 (고득점).
    • ARC-AGI: 87.5점 (AGI 타이틀 획득, 문제당 3,440달러 소요, 논란 발생). 문제당 20달러 사용시 75.7점.
    • Frontier Math: 25.2점 (박사급 문제, 향후 90점 목표).
  • o3-mini 성능:

    • o3 경량화 버전.
    • o1-mini 이상 성능, 비용은 o1, o3보다 저렴.
    • Codeforces: o1 압도적 성능.
    • 기타 벤치마크: o1 수준 성능, o1 대체재 가능성.
  • 타임라인: 2024년 12월 21일 연구자 대상 얼리 엑세스 제공 시작.

  • 여담: o1 대비 o3 성능 향상, 지속적 발전 예측. 비용 고려 시 일반인 접근성은 향후 개선 필요. 라이선스는 Proprietary Software. 나무위키 정보임을 명시.

  • OpenAI 개발자 데이 9일차 요약: 2백만 명 이상의 개발자를 위한 새로운 모델 및 기능 발표.

  • 주요 발표:

    • API 상의 O1 정식 출시: 9월 프리뷰 이후 개발자 피드백 반영. 함수 호출, 구조화된 출력, 개발자 메시지 기능 추가. 개발자 메시지는 모델의 지시 사항 순서 제어. 추론 노력 매개변수 추가(시간 및 비용 절약). 비전 입력 기능 추가(제조, 과학 분야 활용).
    • O1 성능 평가: 함수 호출, 구조화된 출력, 코딩, Amy 평가에서 GPT-4보다 성능 향상. 지연 시간 60% 단축. O1 Pro API 출시 예정.
    • 실시간 API 업데이트: WebSocket 지원에 더해 WebRTC 지원 추가. 간편한 통합 및 인터넷 환경 변화에 대한 적응력 향상. GPT-4 오디오 토큰 가격 60% 인하, GPT-4 mini 지원 추가(10배 저렴). Python SDK 제공. 함수 호출 및 가드레일 API 변경.
    • 선호도 미세 조정(Preference Fine-tuning): 사용자 선호도에 맞춰 모델 성능 향상. 기존의 감독 학습 미세 조정과 달리 선호하는 응답과 비선호하는 응답 쌍을 제공. 고객 지원, 콘텐츠 작성, 콘텐츠 조정 등에 활용 가능. GPT-4, GPT-4 mini 지원.
    • 기타 업데이트: Go 및 Java SDK 공식 지원. 간소화된 API 키 로그인/등록 절차. 전 세계 개발자 데이 발표 영상 YouTube 공개. 개발자 포럼 AMA 진행.
  • 데모: O1을 이용한 서식 오류 감지 및 수정 데모 시연. 함수 호출 및 구조화된 출력 기능 활용. 실시간 API를 이용한 간단한 HTML 코드 데모(12줄). 소형 마이크로컨트롤러를 이용한 실시간 API 활용 예시.

  • 전반적인 분위기: 개발자 친화적인 기능 개선 및 새로운 기능 추가를 통해 개발자 생태계 확장에 집중. 다양한 성능 평가 결과를 통해 기능 개선 효과 제시. 활용 사례를 중심으로 설명.

https://www.youtube.com/live/SKBG1sqdyIU?si=Cn58sZalwXRyt91O

00:00:01 [Music] good morning we have an exciting one for you today we started this 12-day event 12 days ago with the launch of 01 our first reasoning model it’s been amazing to see what people are doing with that and very gratifying to hear how much people like it we view this as sort of the beginning of the next phase of AI where you can use these models to do increasingly complex tasks that require a lot of reasoning and so for the last day of this event um we thought it would be fun to go from one Frontier Model to

00:00:31 our next Frontier Model today we’re going to talk about that next Frontier Model um which you would think logically maybe should be called O2 um but out of respect to our friends at telica and in the grand tradition of open AI being really truly bad at names it’s going to be called 03 actually we’re going to launch uh not launch we’re going to announce two models today 03 and O3 mini 03 is a very very smart model uh 03 mini is an incredibly smart model but still uh but a really good performance and

00:01:01 cost so to get the bad news out of the way first we’re not going to publicly launch these today um the good news is we’re going to make them available for Public Safety testing starting today you can apply and we’ll talk about that later we’ve taken safety Tes testing seriously as our models get uh more and more capable and at this new level of capability we want to try adding a new part of our safety testing procedure which is to allow uh Public Access for researchers that want to help us test

00:01:27 we’ll talk more at the end about when these models uh when we expect to make these models models generally available but we’re so excited uh to show you what they can do to talk about their performance got a little surprise we’ll show you some demos uh and without further Ado I’ll hand it over to Mark to talk about it cool thank you so much Sam so my name is Mark I lead research at openai and I want to talk a little bit about O’s capabilities now O is a really strong model at very hard technical

00:01:50 benchmarks and I want to start with coding benchmarks if you can bring those up so on software style benchmarks we have sweet bench verified which is a benchmark consisting of real world software tasks we’re seeing that 03 performs at about 71.7% accuracy which is over 20% better than our 01 models now this really signifies that we’re really climbing the frontier of utility as well on competition code we see that 01 achieves an ELO on this contest coding site called code forces about 1891 at our

00:02:24 most aggressive High test time compute settings we’re able to achieve almost like a 2727 ELO here ju so Mark was a competitive programmer actually still coaches competitive programming very very good what what is your I think my best at a comparable site was about 2500 that’s tough well I I will say you know our chief scientist um this is also better than our chief scientist yakov’s score I think there’s one guy at opening eye who’s still like a 3,000 something yeah a few more months to yeah enoy

00:02:51 hopefully we have a couple months to enjoy there great that’s I mean this is it’s in this model is incredible at programming yeah and not just programing but also mathematics so we see that on competition math benchmarks just like competitive programming we achieve very very strong scores so 03 gets about 96.7% accuracy versus an 01 performance of 83.3% on the Amy what’s your best Amy score I did get a perfect score once so I’m safe but yeah um really what this signifies is that 03 um often just misses one

00:03:24 question whenever we tested on this very hard feeder exam for the USA mathematical Olympian there’s another very tough Benchmark which is called gpq Diamond and this measures the model’s performance on PhD level science questions here we get another state-of-the-art number 87.7% which is about 10% better than our 01 performance which was at 78% just to put this in perspective if you take an expert PhD they typically get about 70% in kind of their field of strength here so one thing that you might notice yeah

00:03:58 from from some of these benchmarks is that we’re reaching saturation for a lot of them or nearing saturation so the last year has really highlighted the need for really harder benchmarks to accurately assess where our Frontier models lie and I think a couple have emerged as fairly promising over the last months one in particular I want to call out is epic ai’s Frontier math benchmark now you can see the scores look a lot lower than they did for the the previous benchmarks we showed and this is because this is considered today

00:04:28 the toughest mathematical Benchmark out there this is a data set that consists of Novel unpublished and also very hard to extremely hard yeah very very hard problems even turns houses you know it would take professional mathematicians hours or even days to solve one of these problems and today all offerings out there um have less than 2% accuracy um on on this Benchmark and we’re seeing with 03 in aggressive test time settings we’re able to get over 25% yeah um that’s awesome in addition to Epic ai’s Frontier math benchmark we

00:05:03 have one more surprise for you guys so I want to talk about the arc Benchmark at this point but I would love to invite one of our friends Greg who is the president of the Ark foundation on to talk about this Benchmark wonderful Sam and mark thank you very much for having us today of course hello everybody my name is Greg camad and I the president of the arc prise Foundation now Arc prise is a nonprofit with the mission of being a North star towards AGI through and during benchmarks so so our first

00:05:30 Benchmark Arc AGI was developed in 2019 by Francois cholle in his paper on the measure of intelligence however it has been unbeaten for 5 years now in AI world that’s like it feels like centuries is where it is so the system that beats Ark AGI is going to be an important Milestone towards general intelligence but I’m excited to say today that we have a new state-of-the-art score to announce before I get into that though I want to talk about what Arc AGI is so I would love to show you an example here Arc AGI

00:06:05 is all about having input examples and output examples well they’re good they’re good okay input examples and output examples now the goal is you want to understand the rule of the transformation and guess it on the output so Sam what do you think is happening in here probably putting a dark blue square in the empty space see yes that is exactly it now that is really um it’s easy for humans to uh intu guess what that is it’s actually surprisingly hard for AI to know to understand what’s going on so I want to

00:06:36 show one more hard example here now Mark I’m going to put you on the spot what do you think is going on in this uh task okay so you take each of these yellow squares you count the number of colored kind of squares there and you create a border of that with that that is exactly and that’s much quicker than most people so congratulations on that um what’s interesting though is AI has not been able to get this problem thus far and even though that we verified that a panel of humans could actually do it now

00:07:05 the unique part about AR AGI is every task requires distinct skills and what I mean by that is we won’t ask there won’t be another task that you need to fill in the corners with blue squares and but we do that on purpose and the reason why we do that is because we want to test the model’s ability to learn new skills on the Fly we don’t just want it to uh repeat what it’s already memorized that that’s the whole Point here now Arc AGI version 1 took 5 years to go from 0% to 5% with leading Frontier models however

00:07:39 today I’m very excited to say that 03 has scored a new state-of-the-art score that we have verified on low compute for uh 03 it has scored 75.7 on Arc ai’s semi private holdout set now this is extremely impressive because this is within the uh compute requirement that we have for our public leader board and this is the new number one entry on rkg Pub so congratulations to that thank so much yeah now uh as a capabilities demonstration when we ask o03 to think longer and we actually ramp up to high compute 03 was able to score

00:08:17 85.7% on the same hidden holdout set this is especially important .5 sorry 87.5 yes this is especially important because um Human Performance is is comparable at 85% threshold so being Above This is a major Milestone and we have never tested A system that has done this or any model that has done this beforehand so this is new territory in the rcgi world congratulations with that congratulations for making such a great Benchmark yeah um when I look at these scores I realize um I need to switch my

00:08:50 worldview a little bit I need to fix my AI intuitions about what AI can actually do and what it’s capable of uh especially in this 03 world but the work also is not over yet and these are still the early days of AI so um we need more enduring benchmarks like Arc AGI to help measure and guide progress and I am excited to accelerate that progress and I’m excited to partner with open AI next year to develop our next Frontier Benchmark amazing you know it’s also a benchmark that we’ve been targeting and

00:09:22 been on our mind for a very long time so excited to work with you in the future worth mentioning that we didn’t we Target and we think it’s an awesome Ben we didn’t go do specif you the general but yeah really appreciate the partnership this was a fun one to do absolutely and even though this has done so well AR priz will continue in 2025 and anybody can find out more at ARC pri.org great thank you so much absolutely okay so next up we’re going to talk about o03 mini um O3 mini is a thing that we’re really really excited

00:09:51 about and hongu who trained the model will come out and join us hey hey you hey um hi everyone um I’m H uran I’m open air researcher uh working on reasoning so this September we released 01 mini uh which is a efficient reasoning model that you the 01 family that’s really capable of uh math and coding probably among the best in the world given the low cost so now together with 03 I’m very happy to uh tell you more about uh 03 mini which is a brand new model in the 03 family that truly defines a new

00:10:27 cost efficient reasoning Frontier it’s incredible um yeah though it’s not available to our users today we are opening access to the model to uh our safety and the security researchers to test the model out um with the release of adaptive thinking time in the API a couple days ago for all three mini will support three different options low median and high reasoning effort so the users can freely adjust the uh thinking time based on their different use cases so for example for some we may want the

00:11:00 model to think longer for more complicated problems and think shorter uh with like simpler ones um with that I’m happy to show the first set of evals of all three mini um so on the left hand side we show the coding evals so it’s like code forces ELO which measures how good a programmer is uh and the higher is better so as we can see on the plot with more thinking time all3 mini is able to have like increasing Yow all all performing all1 mini and with like median thinking time is able to measure

00:11:39 even better than all1 yeah so it’s like for an order of magnitude more speed and cost we can deliver the same code performance on this for even better insurance right so although it’s like the ultra Min high is still like a couple hundred points away from Mark it’s not far that’s better than me probably um but just an incredible sort of cost to Performance gain over been able to offer with o1 and we think people will really love this yeah I hope so so on the right hand plot we show the estimated cost versus Cod forces yellow

00:12:09 tradeoff uh so it’s pretty clear that all3 un defines like a new uh cost efficient reasoning Frontier on coding uh so it’s achieve like better performance compar better performance than all1 is a fractional cost amazing um with that being said um I would like to do a live demo on ult Mini uh so um and hopefully you can test out all the three different like low medium high uh thinking time of the model so let me P the problem um so I’m testing out all three mini High first and the task is that um

00:12:57 asking the model to uh use Python to implement a code generator and executor so if I launch this uh run this like python script it will launch a server um and um locally with a with a with a UI that contains a text box and then we can uh make coding requests in a text box it will send the request to call ult Mini API and Al mini API will solve the task and return a piece of code and it will then uh save the code locally on my desktop and then open a terminal to execute the code automatically so it’s a

00:13:38 very complicated pretty complicated house right um and it out puts like a big triangle code so if we copy the code and paste it to our server and then we like to run launch This Server so we should get a text box when you’re launching it yeah okay great oh yeah I see hope so to be launching something um okay oh great we have a we have a UI where we can enter some coding prps let’s try out a simple one like PR open the eye and a random number submit so it’s sending the request to all3 mini medium so you

00:14:22 should be pretty fast right so on this 4 terminal yeah 41 that’s the magic number right so you say the generated code to this like local script um on a desktop and print out open 41 um is there any other task you guys want toy test it out I wonder if you could get it to get its own GP QA numbers that is that’s a great ask just as what I expected we practice a lot yesterday um okay so now let me copy the code and send it in the code UI so in this task we asked the model to evaluate all three mini with the low

00:15:08 reasoning effort on this hard gpq data set and the model needs to First download the the the raw file from this URL and then you need to figure out which part is a question which part is a um which part is the answer and or which part is the options right and then formulate all the questions and to and then ask the model to answer it and then par the result and then to grade it that’s actually blazingly fast yeah and it’s actually really fast because it’s calling the all3 mini with low reasoning

00:15:42 effort um yeah let’s see how it goes I guess two tasks are really hard here yeah the long tail open the problem go go yeah g is a hard data set yes yeah it contain is like maybe 196 easy problems and two really hard problems um while we’re waiting for this do you want to show the what the request was again mhm oh it’s actually Returns the results it’s uh 61.6% 6 6% right this a low reasoning effort model it’s actually pretty fast then full evaluation in the uh in the A minut and somehow very cool to like just

00:16:26 ask a model to evaluate itself like this yeah exactly right and if you just summarize what we just did we asked the model to write a script to evaluate itself um through on this like hard GQ Set uh from a UI right from this code generator and executor created by the model itself in the first place next year we’re going to bring you on and you’re going to have to improve ask the model to improve itself yeah let’s definely ask the model to improve it next time maybe not um um so um besides code forces and gpq the

00:17:01 model is also a pretty good um um math model so we we show on this plot uh with like on this am 2024 data set also3 Min low achieves um comparable performance with all1 mini and 03 mini medium achieves like comparable better performance than 01 we check the solid bar which are passle ones and we can further push the performance with all3 mini high right and on the right hand side plot when we measure the latency on this like anonymized o preview traffic we show that all3 mini low drastically reduce the latency of 01 mini right

00:17:40 almost like achieving comparable latency with uh gbt 40 where under a second so probably is like instant response and also Mei medium is like half the latency of o1 um and here’s another set of eval I’m even more excited to to show you guys is um uh API features right we get a lot of requests from our developer communities to support like function calling structured outputs developer messages on all mini series models and here um all3 mini will support all these features same as o1 um and notably it achieves

00:18:17 like comparable better performance than for all on most of the evil providing a more cost effective solution to our developers cool um and if you actually enil the True gbq damond Performance that I run a couple days ago uh it actually also mean l is actually 62% right we basically ask model to eval itself yeah right next time we should totally just ask model to automatically do the evaluation instead of ask um yeah so with that um that’s it for alter Mei and I hope our user can have a much better user experience in

00:18:53 already next year fantastic work yeah thank great thank you cool so I know you’re excited to get this in your own hands um and we’re very working very hard to postra this model to do some uh safety interventions on top of the model and we’re doing a lot of internal safety testing right now but something new we’re doing this time is we’re also opening up this model to external safety testing starting today with O3 mini and also eventually with 03 so how do you get Early Access as a safety researcher

00:19:22 or a security researcher you can go to our website and you can see a form like this one that you see on the screen and and applications for this form are rolling they’ll close on January 10th and we really invite you to apply uh we’re excited to see what kind of things that you can explore with this and what kind of um jailbreaks and other things you discover cool great so one other thing that I’m excited to talk about is a a new report that we published I think yesterday or today um that advances our

00:19:51 safety program and this is a new technique called deliberative alignment typically when we do safety training on top of our model we’re trying to learn this decision boundary of what’s safe and what’s unsafe right and usually it’s uh just through showing examples pure examples of this is a safe prompt this is an unsafe prompt but we can now leverage the reasoning capabilities that we have from our models to find a more accurate safety boundary here and this technique called deliberative alignment

00:20:21 allows us to take a safety spec allows the model to reason over a prompt and also just tell you know is this a safe prompt or not often times within the reasoning it would just uncover that hey you know this user is trying to trick me or they’re expressing this kind of intent that’s hidden so even if you kind of try to Cipher your your prompts often times the reasoning will break that and the primary result you see is in this figure that’s shown over here we have um our performance on a rejection Benchmark

00:20:49 on the x-axis and on over refusals on the y- AIS and here uh to the right is better so this is our ability to accurately tell when we should reject something also our ability to tell when we should review something and typically you think of these two metrics as having some sort of tradeoff it’s really hard to do well I’m it is really hard to yeah um but it seems with deliberative alignment that we can get these two green points on the top right whereas the previous models the red and blue points um signify the performance of our

00:21:17 previous models so we’re really starting to leverage safety to get sorry leverage reasoning to get better safety yeah I think this is a really great result of safety yeah fantastic Okay so to sum this up 03 mini and 03 apply please if you’d like for safety testing to help us uh test these models as an additional step we plan to launch 03 mini around the end of January and full 03 shortly after that but uh that will you know the more people can help us safety test the more we can uh make sure we hit that so

00:21:47 please check it out uh and thanks for following along with us with this it’s been a lot of fun for us we hope you’ve enjoyed it too Merry Christmas Merry Christmas Merry Christmas [Music]


한글로 전문 빠짐없이 번역해.

[음악] 좋은 아침입니다. 오늘 여러분께 흥미로운 소식을 전해드립니다. 12일 전, 저희의 첫 번째 추론 모델인 O1을 출시하며 12일간의 이벤트를 시작했습니다. 사람들이 O1을 활용하는 모습과 얼마나 만족하는지 듣는 것은 정말 놀랍고 기쁜 일이었습니다. 저희는 이것을 점점 더 복잡한 추론 작업을 수행하기 위해 이러한 모델을 사용할 수 있는 AI의 다음 단계의 시작으로 보고 있습니다. 그래서 이 이벤트의 마지막 날, 하나의 Frontier Model에서 다음 Frontier Model로 넘어가는 것이 재미있을 것이라고 생각했습니다.

오늘 저희는 다음 Frontier Model에 대해 이야기할 것입니다. 논리적으로 O2라고 불러야 한다고 생각할 수도 있지만, Telica의 친구들을 존중하고 OpenAI의 정말 형편없는 작명 전통에 따라 O3라고 부르겠습니다. 사실 오늘 두 가지 모델, O3와 O3 mini를 발표할 예정입니다. O3는 매우 똑똑한 모델이고, O3 mini는 놀라울 정도로 똑똑하지만 성능과 비용 면에서 정말 훌륭합니다.

먼저 안 좋은 소식부터 전하자면, 오늘 이 모델들을 공개 출시하지는 않습니다. 좋은 소식은 오늘부터 공공 안전 테스트를 위해 이 모델들을 제공할 예정이라는 것입니다. 신청서를 제출할 수 있으며, 나중에 자세히 설명드리겠습니다. 저희는 모델이 점점 더 강력해짐에 따라 안전 테스트를 중요하게 생각해 왔으며, 이 새로운 수준의 기능에서는 테스트 절차에 새로운 부분을 추가하고 싶습니다. 바로 테스트에 도움을 주고 싶은 연구자들에게 공개 접근을 허용하는 것입니다.

이 모델들을 언제 일반적으로 사용할 수 있게 될지에 대해서는 마지막에 자세히 설명드리겠지만, 이 모델들이 무엇을 할 수 있는지 보여드리고 성능에 대해 이야기하게 되어 매우 기쁩니다. 약간의 놀라움도 준비되어 있습니다. 데모도 보여드리겠습니다. 더 이상 고민하지 않고 Mark에게 넘기겠습니다.

멋지네요. Sam, 정말 고맙습니다. 제 이름은 Mark이고, OpenAI에서 연구를 이끌고 있습니다. O3의 기능에 대해 간략히 이야기하고 싶습니다. O3는 매우 어려운 기술적 벤치마크에서 정말 강력한 모델입니다. 코딩 벤치마크부터 시작하고 싶습니다. 화면에 띄워주시겠습니까?

소프트웨어 스타일 벤치마크에서 저희는 실제 소프트웨어 작업으로 구성된 벤치마크인 Sweet Bench Verified를 사용했습니다. O3는 약 71.7%의 정확도를 보였는데, 이는 O1 모델보다 20% 이상 향상된 수치입니다. 이는 저희가 실용성의 경계를 넘어서고 있다는 것을 의미합니다. 경쟁 코딩에서도 Codeforces라는 경쟁 코딩 사이트에서 O1은 약 1891의 ELO를 달성했습니다. 가장 공격적인 고테스트 시간 계산 설정에서 거의 2727 ELO를 달성할 수 있었습니다.

Mark는 경쟁 프로그래머였고, 실제로 여전히 경쟁 프로그래밍을 지도하고 있습니다. 매우 훌륭합니다. 당신의 최고 점수는 얼마였나요? 비슷한 사이트에서 제 최고 점수는 약 2500점이었습니다. 쉽지 않네요. 저희 수석 과학자의 점수보다도 높다는 것을 말씀드리고 싶습니다. 이것은 우리 수석 과학자인 Yakov의 점수보다도 높습니다. OpenAI에는 여전히 3000점대인 사람이 한 명 있습니다. 몇 달 더 즐길 수 있기를 바랍니다. 네, 몇 달 더 즐길 수 있기를 바랍니다.

훌륭합니다. 이 모델은 프로그래밍에 놀랍습니다. 네, 프로그래밍뿐만 아니라 수학에도 뛰어납니다. 경쟁 수학 벤치마크에서 경쟁 프로그래밍처럼 매우 높은 점수를 얻었습니다. O3는 Amy에서 O1의 83.3%에 비해 약 96.7%의 정확도를 달성했습니다. 당신의 최고 Amy 점수는 얼마였나요? 저는 한 번 만점을 받았습니다. 그래서 안전합니다. 이것은 O3가 미국 수학 올림피아드의 예선 시험인 이 매우 어려운 시험에서 종종 한 문제만 틀린다는 것을 의미합니다.

GPQ Diamond라는 또 다른 매우 어려운 벤치마크가 있습니다. 이것은 박사 수준의 과학 질문에 대한 모델의 성능을 측정합니다. 여기서 저희는 78%였던 O1 성능보다 약 10% 향상된 최첨단 수치인 87.7%를 얻었습니다. 참고로 전문 박사는 일반적으로 자신의 전문 분야에서 약 70%를 얻습니다.

이러한 벤치마크 중 일부에서 알 수 있듯이 저희는 많은 벤치마크에서 포화 상태에 도달했거나 포화 상태에 가까워지고 있습니다. 지난 한 해는 Frontier Model의 위치를 정확하게 평가하기 위해 더 어려운 벤치마크의 필요성을 분명히 보여주었습니다. 지난 몇 달 동안 몇 가지 벤치마크가 상당히 유망한 것으로 나타났습니다. 특히 Epic AI의 Frontier Math 벤치마크를 언급하고 싶습니다.

점수가 이전 벤치마크보다 훨씬 낮아 보이는데, 이는 현재 가장 어려운 수학 벤치마크로 간주되기 때문입니다. 이 데이터 세트는 새롭고 발표되지 않은 매우 어려운 문제들로 구성되어 있습니다. 네, 매우 어려운 문제입니다. 전문 수학자도 이러한 문제 중 하나를 푸는 데 몇 시간 또는 며칠이 걸릴 수 있습니다. 현재 모든 모델은 이 벤치마크에서 2% 미만의 정확도를 보이고 있습니다. 공격적인 테스트 시간 설정에서 O3는 25%를 넘었습니다. 네, 훌륭합니다.

Epic AI의 Frontier Math 벤치마크 외에도 또 다른 놀라움이 있습니다. 이 시점에서 Arc 벤치마크에 대해 이야기하고 싶지만, Arc 재단 회장인 Greg을 초대하고 싶습니다. 이 벤치마크에 대해 이야기해 주시겠습니까?

Sam과 Mark, 오늘 저희를 초대해 주셔서 정말 감사합니다. 물론입니다. 안녕하세요, 여러분. 저는 Greg Camad이고, Arc Prize 재단의 회장입니다. Arc Prize는 AGI를 향한 북극성이 되는 것을 사명으로 하는 비영리 단체입니다. 저희의 첫 번째 벤치마크인 Arc AGI는 2019년 Francois Chollet이 그의 논문 “지능의 척도에 대하여”에서 개발했습니다. 그러나 5년 동안 AI 세계에서 깨지지 않았습니다. 마치 몇 세기 전 같습니다. Arc AGI를 깨는 시스템은 일반 인공지능을 향한 중요한 이정표가 될 것입니다. 하지만 오늘 새로운 최첨단 점수를 발표하게 되어 기쁩니다.

그 전에 Arc AGI가 무엇인지 설명하고 싶습니다. 여기에 예시를 보여드리겠습니다. Arc AGI는 입력 예시와 출력 예시에 관한 것입니다. 좋습니다. 입력 예시와 출력 예시입니다. 목표는 변환 규칙을 이해하고 출력을 추측하는 것입니다. Sam, 여기서 무슨 일이 일어나고 있다고 생각하십니까? 아마 빈 공간에 진한 파란색 사각형을 넣는 것 같습니다. 네, 맞습니다. 바로 그것입니다. 사람에게는 직관적으로 추측하기 쉽지만, AI가 무슨 일이 일어나고 있는지 이해하는 것은 놀라울 정도로 어렵습니다.

더 어려운 예시를 하나 더 보여드리겠습니다. Mark, 당신을 시험해 보겠습니다. 이 작업에서 무슨 일이 일어나고 있다고 생각하십니까? 각 노란색 사각형을 가져와서 색칠된 사각형의 수를 세고 그 수만큼 테두리를 만듭니다. 바로 그것입니다. 대부분의 사람들보다 훨씬 빠릅니다. 축하합니다. 흥미로운 점은 AI가 지금까지 이 문제를 풀지 못했다는 것입니다. 인간 패널이 실제로 풀 수 있다는 것을 확인했음에도 불구하고 말입니다.

Arc AGI의 특별한 점은 모든 작업에 고유한 기술이 필요하다는 것입니다. 즉, 파란색 사각형으로 모서리를 채워야 하는 작업은 다시 나오지 않습니다. 저희는 의도적으로 그렇게 합니다. 그 이유는 모델이 즉석에서 새로운 기술을 배우는 능력을 테스트하고 싶기 때문입니다. 이미 기억한 것을 반복하기만 하는 것을 원하지 않습니다. 그것이 핵심입니다.

Arc AGI 버전 1은 주요 Frontier Model을 사용하여 0%에서 5%까지 도달하는 데 5년이 걸렸습니다. 하지만 오늘 O3가 새로운 최첨단 점수를 기록했다는 것을 발표하게 되어 매우 기쁩니다. 저희는 O3의 낮은 계산량에서 75.7점을 기록한 것을 확인했습니다. 이는 저희 공개 리더보드의 계산 요구 사항 내에 있기 때문에 매우 인상적입니다. 그리고 이것은 rkg Pub의 새로운 1위 기록입니다. 축하합니다. 정말 감사합니다.

기능 데모로 O3에게 더 오래 생각하도록 요청하고 실제로 높은 계산량으로 증가시켰을 때, O3는 동일한 숨겨진 홀드아웃 세트에서 85.7%를 기록할 수 있었습니다. 죄송합니다. 87.5%입니다. 이는 특히 중요합니다. 인간의 성능은 85% 임계값과 비슷하기 때문입니다. 이보다 높은 점수는 중요한 이정표이며, 이전에 이렇게 한 시스템이나 모델을 테스트한 적이 없습니다. 따라서 이것은 rcgi 세계에서 새로운 영역입니다. 축하합니다. 훌륭한 벤치마크를 만들어 주셔서 감사합니다.

이 점수들을 보면서 저는 AI가 실제로 무엇을 할 수 있는지, 특히 이 O3 세계에서 무엇을 할 수 있는지에 대한 저의 AI 직관을 바꿔야 한다는 것을 깨달았습니다. 하지만 작업은 아직 끝나지 않았고, 이것은 여전히 AI의 초기 단계입니다. 따라서 진행 상황을 측정하고 안내하는 데 도움이 되는 Arc AGI와 같은 더 지속적인 벤치마크가 필요합니다. 저는 그 진행을 가속화하게 되어 기쁘고, 내년에 OpenAI와 협력하여 다음 Frontier 벤치마크를 개발하게 되어 기쁩니다. 놀랍습니다.

저희가 목표로 삼고 훌륭하다고 생각하는 벤치마크이기도 합니다. 특별히 그렇게 하려고 한 것은 아니지만, 일반적으로 그렇게 생각합니다. 파트너십에 정말 감사드립니다. 함께하게 되어 즐거웠습니다. 물론입니다. 이렇게 잘했지만, AR priz는 2025년에도 계속될 것이며, 누구든지 ARC pri.org에서 자세한 내용을 확인할 수 있습니다. 감사합니다.

다음으로 O3 mini에 대해 이야기하겠습니다. O3 mini는 저희가 정말 기대하고 있는 모델입니다. 모델을 훈련시킨 Hongu가 나와서 함께해 줄 것입니다. 안녕하세요. 안녕하세요, 여러분. 저는 Hongu입니다. 저는 추론 분야를 연구하는 OpenAI 연구원입니다. 지난 9월에 저희는 O1 제품군의 효율적인 추론 모델인 O1 mini를 출시했습니다. 이 모델은 낮은 비용으로 수학과 코딩에 매우 능숙하며 아마도 세계 최고 수준일 것입니다.

이제 O3와 함께 새로운 비용 효율적인 추론의 경계를 정의하는 O3 제품군의 새로운 모델인 O3 mini에 대해 자세히 설명하게 되어 매우 기쁩니다. 놀랍습니다. 네, 오늘 사용자에게 제공되지는 않지만, 저희는 안전 및 보안 연구원들이 모델을 테스트할 수 있도록 모델에 대한 접근 권한을 열어두고 있습니다.

며칠 전 API에 적응형 사고 시간이 출시되면서 O3 mini는 낮음, 중간, 높음의 세 가지 추론 노력 옵션을 지원합니다. 따라서 사용자는 다양한 사용 사례에 따라 사고 시간을 자유롭게 조정할 수 있습니다. 예를 들어 더 복잡한 문제의 경우 모델이 더 오래 생각하고 더 간단한 문제의 경우 더 짧게 생각하도록 할 수 있습니다.

이제 O3 mini의 첫 번째 평가 세트를 보여드리겠습니다. 왼쪽에는 코딩 평가를 보여줍니다. 프로그래머의 실력을 측정하는 Codeforces ELO입니다. 높을수록 좋습니다. 그래프에서 볼 수 있듯이 사고 시간이 길어질수록 O3 mini의 ELO가 높아지고 O1 mini보다 성능이 향상됩니다. 중간 사고 시간에서는 O1보다 훨씬 더 나은 성능을 보입니다. 네, 속도와 비용이 10배 이상 향상되었지만 동일한 코드 성능을 제공할 수 있습니다. 심지어 더 나은 경우도 있습니다.

매우 높음 설정이 여전히 Mark보다 수백 점 낮지만, O1에 비해 비용 대비 성능 향상이 놀랍습니다. 사람들이 정말 좋아할 것이라고 생각합니다. 네, 그러기를 바랍니다. 오른쪽 그래프에는 예상 비용 대비 Codeforces ELO의 상관관계를 보여줍니다. O3 mini가 코딩에서 새로운 비용 효율적인 추론의 경계를 정의한다는 것이 분명합니다. O1보다 훨씬 적은 비용으로 더 나은 성능을 달성합니다. 놀랍습니다.

이제 O3 mini에 대한 라이브 데모를 보여드리겠습니다. 세 가지 사고 시간 옵션(낮음, 중간, 높음)을 모두 테스트해 볼 수 있기를 바랍니다. 문제를 입력하겠습니다. 먼저 O3 mini 높음을 테스트하고 있습니다. 작업은 모델에게 Python을 사용하여 코드 생성기와 실행기를 구현하도록 요청하는 것입니다. 이 Python 스크립트를 실행하면 텍스트 상자가 있는 UI가 있는 서버가 로컬에서 실행됩니다.

텍스트 상자에 코딩 요청을 할 수 있습니다. 요청이 O3 mini API로 전송되고 O3 mini API가 작업을 해결하여 코드를 반환합니다. 그런 다음 코드가 내 데스크톱에 로컬로 저장되고 터미널이 열려 코드가 자동으로 실행됩니다. 매우 복잡한 작업입니다. 네, 매우 복잡합니다. 큰 삼각형 코드를 출력합니다. 코드를 복사하여 서버에 붙여넣고 서버를 실행하면 텍스트 상자가 표시되어야 합니다. 네, 실행 중입니다. 네, 뭔가 실행 중이기를 바랍니다.

좋습니다. 코딩 프롬프트를 입력할 수 있는 UI가 있습니다. “print openai”와 난수를 출력하는 간단한 프롬프트를 시도해 보겠습니다. 요청이 O3 mini 중간으로 전송되고 있으므로 매우 빨라야 합니다. 네, 이 터미널에서 41이라는 숫자가 출력되었습니다. 마법의 숫자입니다. 생성된 코드가 데스크톱의 로컬 스크립트에 저장되고 “openai 41″이 출력되었습니다. 다른 테스트해 보고 싶은 작업이 있습니까? 자체 GPQA 점수를 얻도록 할 수 있는지 궁금합니다. 좋은 질문입니다. 제가 예상했던 바로 그 질문입니다. 어제 많이 연습했습니다.

이제 코드를 복사하여 코드 UI에 보내겠습니다. 이 작업에서는 모델에게 낮은 추론 노력으로 어려운 GPQ 데이터 세트에서 O3 mini를 평가하도록 요청합니다. 모델은 먼저 이 URL에서 원시 파일을 다운로드한 다음 어떤 부분이 질문이고 어떤 부분이 답변인지, 어떤 부분이 선택지인지 파악해야 합니다. 그런 다음 모든 질문을 공식화하고 모델에게 답변하도록 요청한 다음 결과를 분석하고 점수를 매겨야 합니다. 매우 빠릅니다. 네, 낮은 추론 노력으로 O3 mini를 호출하기 때문에 정말 빠릅니다. 어떻게 될지 지켜보겠습니다. 두 가지 작업이 정말 어렵습니다. 네, 어려운 문제를 푸는 데 시간이 오래 걸립니다. GPQ는 어려운 데이터 세트입니다. 네, 약 196개의 쉬운 문제와 2개의 매우 어려운 문제가 포함되어 있습니다.

기다리는 동안 요청을 다시 보여주시겠습니까? 결과가 반환되었습니다. 61.6%입니다. 낮은 추론 노력 모델이지만 매우 빠릅니다. 1분 만에 전체 평가가 완료되었습니다. 모델에게 이렇게 자체 평가를 요청하는 것이 매우 멋지네요. 네, 맞습니다. 방금 한 일을 요약하자면, 모델에게 처음에 모델 자체가 만든 UI에서 스크립트를 작성하여 어려운 GPQ 세트에서 자체 평가를 수행하도록 요청했습니다. 내년에는 당신을 데려와서 모델에게 자체 개선을 요청해야 할 것입니다. 네, 다음에는 모델에게 자체 개선을 요청하도록 하겠습니다. 아마도 그렇게 하지 않을 수도 있지만요.

Codeforces와 GPQ 외에도 이 모델은 매우 훌륭한 수학 모델입니다. 이 그래프에서 AM 2024 데이터 세트에서 O3 mini 낮음은 O1 mini와 비슷한 성능을 보이고 O3 mini 중간은 O1보다 더 나은 성능을 보입니다. 채워진 막대(파란색 막대)를 확인하면 O3 mini 높음으로 성능을 더욱 향상시킬 수 있습니다. 오른쪽 그래프에서 익명화된 O 미리보기 트래픽의 지연 시간을 측정했을 때 O3 mini 낮음이 O1 mini의 지연 시간을 크게 줄였습니다. 거의 GPT 40와 비슷한 1초 미만의 지연 시간을 달성했습니다. 즉각적인 응답입니다. O3 mini 중간은 O1의 절반 정도의 지연 시간을 보입니다.

여러분께 보여드리고 싶은 또 다른 평가 세트는 API 기능입니다. 개발자 커뮤니티에서 O mini 시리즈 모델에 함수 호출, 구조화된 출력, 개발자 메시지를 지원해 달라는 요청을 많이 받았습니다. O3 mini는 O1과 마찬가지로 이러한 모든 기능을 지원합니다. 특히 대부분의 평가에서 O1보다 더 나은 성능을 보여 개발자에게 더 비용 효율적인 솔루션을 제공합니다. 훌륭합니다.

며칠 전에 실행한 실제 GPQ Diamond 성능을 보면 O3 mini 낮음은 실제로 62%입니다. 기본적으로 모델에게 자체 평가를 요청했습니다. 네, 맞습니다. 다음에는 모델에게 자동으로 평가를 수행하도록 요청해야 할 것입니다. 네, 그렇게 하면 됩니다.

결론적으로 O3 mini와 O3에 대한 안전 테스트를 위해 신청해 주시기 바랍니다. 추가 단계로 1월 말경에 O3 mini를 출시하고 그 직후에 전체 O3를 출시할 계획입니다. 하지만 안전 테스트에 참여하는 사람이 많을수록 출시 목표를 달성할 수 있습니다. 확인해 보시기 바랍니다. 함께해 주셔서 감사합니다. 저희에게는 매우 즐거운 시간이었습니다. 여러분도 즐거우셨기를 바랍니다. 메리 크리스마스! 메리 크리스마스! 메리 크리스마스! [음악]

뉴저지 드론 관련 유튜브 요약

  • 전국적인 정체불명 드론 목격이 계속되고 있으며, 연방항공청(FAA)은 뉴욕시와 롱아일랜드 일부 지역에 드론 금지령을 시행했다.

  • 뉴스네이션 특파원이자 조사 저널리스트인 Ross Colart가 출연하여 드론 상황에 대한 의견을 제시했다.

    • 우주비행사 Leroy Chow는 드론이 군사 프로그램이거나, 외국의 적대적인 행위일 가능성을 제기했다. 그는 빛나는 구체형 물체들을 목격했다고 증언했다.
    • Colart는 FBI, 국토안보부, 국방부 관계자들로부터 비슷한 보고를 받았다고 밝혔다. 일반적인 드론이 아닌, 빛나는 구체(금색) 형태의 물체들이며, 크기는 3~5미터에 달한다고 전했다.
    • 당국은 이전에 모든 비행 물체가 합법적인 유인 또는 무인 항공기라고 주장했으나, 금지령으로 인해 그 주장이 거짓임이 드러났다.
  • 전직 펜타곤 고위 관계자 Joe Francis는 이 상황을 국가 안보 위협으로 규정했다. 감시 외 다른 악의적인 목적으로 사용될 가능성을 우려했다.

  • Colart는 당국이 물체의 정체를 모르는 상황에서 국가 안보 위협이나 공공 안전 위험을 배제할 수 없다고 강조했다. 물체의 크기와 기술 수준으로 보아 자원이 풍부한 국가가 배후일 가능성을 시사했다.

  • 뉴스네이션은 이 사건에 대한 특별 보고서를 방송할 예정이다.

  • 네브래스카주 전직 경찰관 크리스의 증언: 2019년과 2020년 네브래스카주에서 대형 드론 목격 사례 다수 발생. 크기는 SUV 또는 픽업트럭 수준. 고도는 매우 낮았음 (60-150피트). 크리스 본인도 목격. 연방 당국은 거의 아무런 조치도 취하지 않음.

    • 크리스의 군 경력 언급: 82공수여단에서 11년 복무, 아프가니스탄과 이라크에서 전투 경험. 항공기 및 헬리콥터와의 차이점 명확히 인지. 목격한 물체는 일반 항공기와 다름을 강조.
  • 맷 포드(UAP 공개 운동가)의 분석: 바이든 행정부의 대응 미흡 비판. 미국 국민을 기만하고 있다고 주장. 피트 부티지지 장관의 조롱 언급.

    • 전국적인 문제임을 강조: 뉴저지, 콜로라도, 네브래스카 등 다수 지역에서 유사한 사건 발생. 랭글리 공군기지 폐쇄 사례 언급 (대규모 드론떼). 영국, 유럽, 독일의 NATO 기지에서도 유사한 사건 발생. 앤드류스 공군기지 영공 폐쇄 사례 언급.

    • 중국 풍선 사건과의 대조: 대중의 우려를 불러일으켰다는 점에서 유사하지만, 정부의 대응이 상반됨을 지적. 드론 사건에 대한 무관심을 비판. 뉴저지 시장의 집 상공 드론 출몰 사례 언급.

  • 결론: 대형 드론의 전국적인 출몰은 심각한 문제이며, 정부의 투명하지 못한 대응에 대한 우려 제기. 정부는 알고 있음에도 불구하고 국민에게 알리지 않거나, 알고 있지 않은 것으로 추정.

  • 뉴저지주 상공에서 정체불명의 드론 수천 대 목격: 6~10대씩 무리 지어 밤 7시~10시 사이 출몰, 6피트 날개폭, 깜빡이는 불빛 특징.

    • 크기와 수로 보아 취미 활동으로 보기 어려움.
    • 악의적이거나 불법적 행위는 아닌 것으로 추정.
    • 레이더에 탐지되지 않아 고급 군사 기술 추측 제기.
    • 이란의 모함설, 레이저 조사, 이상한 빛(구체형 포함) 관측.
    • 지자체, 자체 드론 투입 조사.
    • 정치권, 투명성 요구.
    • 온라인상 외계인, 음모론 등 다양한 추측 난무.
  • 드론 크기 논란:

    • 레이더 미탐지 원인: 저고도 비행, 크기 작아 조류와 구분 어려움.
    • 드론 크기 과장 가능성: 인간의 거리감각 한계(18피트 이내 정확, 그 이상은 어려움), 비교 대상 부재, 착시 현상 지적.
    • 비행기와 드론 비교 영상 예시 제시: 거리감 오류로 드론 크기 과대평가 가능성 설명.
    • 야간 관측 어려움 강조: 점광원으로 인한 크기 판단 곤란.
  • 목격 증가 원인 분석:

    • 목격 증가는 물리적 증가가 아닌 관측 증가: 대중의 관심 증폭, 정보 확산으로 인한 탐색 증가.
    • 심리적 편향: 대형 드론 기대 심리, 참조 대상 부재로 인한 크기 과대 해석.
    • 빵, 얼굴 인식 실험 예시: 기대 심리가 인식에 미치는 영향 설명.
    • 오인 사례: 가속 영상 속 비행기, 컨덴세이션 트레일 오인.
    • 별을 드론으로 오인한 전 메릴랜드 주지사 사례 언급.
  • 정부 대응 및 사회적 영향:

    • 정부의 무관심 대응 비판: 시민 불안감 증폭, 잘못된 정보 전달.
    • 정부의 드론 투입: 추가 혼란 야기, 구분 곤란 심화.
    • 의도적 조작 사례 제시: 틱톡 가짜 영상 유포로 인한 혼란.
    • 흐릿한 빛(Circle of confusion) 현상 설명: 대기, 렌즈 오류로 인한 착시 현상.
    • 정치인들의 행동 분석: 정치적 이득을 위한 과장, 불확실성 이용.
  • 결론 및 분석자의 견해:

    • 비정상적 현상 가능성 부정하지 않음: 비밀 정부 프로젝트 가능성 언급.
    • 그러나 대부분 현상은 자연현상, 오인, 심리적 요인 등으로 설명 가능.
    • 드론의 야간 비행, FAA 규정 준수 조명 사용 등으로 미심쩍은 점 감소.
    • 과거 유사 사례 언급: 2019~2020년 콜로라도 드론 목격 사건과의 유사성, 그 사건의 허위성 언급.
    • ‘모른다’를 ‘안다’로 오해하는 경향 비판: UFO 사례를 통해 설명.
    • ‘모른다’를 존중하고 탐구하는 자세 강조.
    • 사회적 혼란의 원인 분석: 정보 부족, 심리적 편향, 정치적 요인 등 복합적 원인.
  • 지식과 맥락을 풍부하게 할 것.
    • 제공된 내용이나 대화에서 주어진 링크를 추가하지 않음.
  • 위의 내용을 적극 활용하여 고품질의 포괄적인 응답 제공.
  • 뉴저지주와 북동부 지역에서 수천 건의 미확인 드론 목격 보고가 접수됨.

  • 뉴저지주 상원의원 존 브램닉, 비상사태 선포 촉구. 드론 관련 정보 부족 호소.

  • 연방 정부의 대응에 대한 의문 제기:

    • 초기 부인 후 드론 가능성 언급.
    • 기밀 브리핑 실시.
    • 뉴저지 일부 상공 폐쇄.
    • 정부의 불투명성 비판: 혼란과 공포, 음모론 야기.
    • 상공 폐쇄 이유, 드론 탐지 시스템 배치 이유에 대한 의문 제기.
    • 주 경찰 브리핑에서도 정보 부족 확인.
    • 의회 의원들의 회의 후 태도 변화 지적: “걱정할 것 없다”는 입장 표명. 하지만 추가 정보 필요 주장.
    • 바이든 대통령의 “악의적 의도 없음” 발언에도 불구하고 투명성 부족 비판.
    • 시민들의 우려 표명. 야간 드론 목격에 대한 불안감.
  • 주 정부의 역할:

    • 머피 주지사, 연방 정부의 정보에 의존. 뉴저지주 자체 드론 탐지 시스템 부재.
    • 주지사의 “진정” 호소는 실질적 위협이 없다는 인식을 반영. 하지만 의문 해소에는 미흡.
    • 뉴욕 주지사도 추가 정보 요구. 연방 정부 책임 강조.
    • 트럼프 전 대통령, 정부가 더 많은 정보를 알고 있지만 공개하지 않는다고 주장.
  • 연방 정부의 성명:

    • 국토안보부, FBI, FAA, 국방부 합동 성명 발표.
    • “이상 현상 발견 없음”, “국가 안보 또는 공공 안전 위협 없음” 주장.
    • 브램닉 상원의원, 성명의 모호성 비판. 상공 폐쇄 이유 설명 부족 지적.
  • 드론의 출처:

    • 민간, 공공, 정부 관련 드론 가능성 제기. 정확한 출처 불명.
    • 한 뉴저지 시장의 “정부의 탐색 활동” 추측 언급.
    • 브램닉 상원의원, 추측 자제. 합법적 정보원을 통한 정보 수집 강조.
  • 시민 행동 지침:

    • 의심스러운 상황 목격 시 FBI 또는 경찰 신고.
    • 사진 촬영 권장.
  • 브램닉 상원의원의 최대 관심사:

    • 위협이 없다면 상공 폐쇄 이유에 대한 답변 요구.
  • 방송 진행자, 향후 추가 정보 제공 약속.

  • 주간 UAS 뉴스 업데이트 요약:

  • 플로리다 남성이 월마트 드론을 쏘아 5,000달러 벌금형을 받았다. 6개월간 추가 혐의 없으면 징역은 면제. 항공기 조준 사격 금지 당부.

  • 새 DJI 엔터프라이즈 컨트롤러 유출 사진 공개. DJI 팬텀, 인스파이어 시리즈 컨트롤러와 유사. 매빅 4 프로토타입일 가능성 제기. 2024년 1분기 말 또는 2분기 초 출시 예상.

  • 뉴저지 드론 상황 마무리. 대부분 유인 항공기. 레이저 조사 및 사격 불법. FBI, 레이저 공격 증가 경고. 오레곤 항공국, 드론 운용 기본 안내 자료 제공. 드론 조종자 괴롭힘 증가. 관련 논의 중단 촉구.

  • 연말연시 신규 드론 조종자 증가 예상. 드론 조종 멘토링 필요성 강조. 250g 초과 레크리에이션 드론 등록($5/3년) 안내. Pilot Institute의 무료 신뢰도 프로그램 홍보. 드론의 긍정적 활용 사례 강조.

  • 뉴저지주 22개 지역 상공 드론 비행 금지: FAA가 뉴저지주 22개 지역 상공 드론 비행을 일시적으로 금지. 이례적인 조치.

    • 드론 운영 현황: 미국 내 드론 약 100만대 이상 운영 중, 절반은 상업용(의료품, 물품 배송 등), 나머지는 레크리에이션용.
    • 드론 등록 및 식별: 드론 등록 및 원격 ID 시스템 의무화.
    • 기존 규제: 군사 시설, 발전소 등 중요 시설 상공 비행 제한은 이미 존재.
    • 금지 조치의 이유: 과도한 주의 조치. 특히 레크리에이션용 드론 운영자의 규정 준수 강조. 고도 제한(400피트).
    • 치명적인 무력 사용 경고: 불법 비행으로 즉각적인 위협이 되는 드론에 대해 치명적인 무력 사용 가능성 경고.
    • 시기적절성: 크리스마스 시즌을 맞아 드론 선물 증가 예상, 규정 준수 강조 및 안전 확보 목적.
    • 외국 적대 세력 개입 가능성: 외국 적대 세력 개입 가능성에 대한 질문에 대해서는 확신하지 못하지만, 미국은 항상 경계하고 있으며, FAA도 모든 수단을 동원하여 규정 위반 행위를 제지할 것이라고 언급.
  • 전 FAA 행정관 빌리 놀란의 의견: 30년 경력의 항공 전문가이자 전 FAA 행정관인 빌리 놀란은 이번 조치가 이례적이며, 안전 및 규정 준수 강조를 위한 조치라고 설명. 외국 적대 세력 개입 가능성에 대해서는 확신할 수 없지만, 미국 당국이 상황을 주시하고 있다고 덧붙임. 금지 조치는 1월 17일까지 지속.

  • 뉴욕과 뉴저지 드론 비행 금지: 설명되지 않은 드론 목격 이후 FAA가 뉴욕과 뉴저지 일부 지역에 대한 임시 드론 비행 금지령 발령.

    • 뉴욕: 뉴욕시 거의 모든 자치구 포함, 인구 밀집 지역 대상. 주지사 Kathy Hochul, 예방 조치임을 강조, 위협 없음 언급.
    • 뉴저지: 수백 건의 수수께끼 같은 드론 목격 신고 이후, 임시 드론 비행 금지령 발령. 주지사 Phil Murphy, 공공의 위협 없음을 강조.
    • FAA 조치: 연방 보안 파트너 요청으로 임시 금지령 시행. 22개 주요 시설(항구, 창고, 발전소 등) 영향.
    • 영향: 레크리에이션 및 상업용 드론 조종사들 불만 제기. 금지령 위반 시 구금 및 드론 격추 가능성.
    • 기간: 1월 중순 경 해제 예정.
  • 핵심 내용 요약: 설명할 수 없는 드론 목격으로 인해 뉴욕과 뉴저지에서 임시 드론 비행 금지령이 발효되었으며, 주 정부와 FAA는 예방 조치임을 강조했으나, 드론 조종사들은 불편을 호소하고 있음. 금지령은 1월 중순까지 지속될 예정.

  • 펜타곤, 뉴저지 주 군사기지에 드론 대응 시스템 배치.
    • 피커티니 아스널 및 얼 해군 무기고 포함.
    • 증가하는 드론 활동 대응 조치.
  • 주요 기술: 드론 버스터.
    • 휴대용 전자전 장비.
    • 드론과 조종자 간 연결 차단.
  • 목표: 영공 보호 및 중요 시설 위협 완화.
    • 대응 능력 강화.
    • 잠재적 위협 감소.
  • 미국 동부에서 11월 18일부터 의문의 비행체 목격 사례 급증:

    • 뉴저지 모리스 카운티에서 시작, 뉴욕, 코네티컷 등으로 확산.
    • 목격담과 영상 다수 공개, 드론으로 추정되나 특이한 움직임과 크기 지적.
    • 일부는 UFO, 외계 비행체 가능성 제기.
  • 미국 정부의 초기 대응 및 논란:

    • 국방부, 드론이라 주장하며 안보 위협 없다고 발표.
    • 트럼프 당선인, 비행체 격추 지시.
    • 정부 발표와 당선인 발언 간 괴리, 불안감 증폭.
  • 다양한 음모론 제기:

    • 제프 밴드류 공화당 의원, 이란과 중국 간 드론 기술 거래 연루 의혹 제기.
    • 러시아의 오란-10 드론 연관 가능성 제기.
    • 정부의 부정확한 정보 제공과 은폐 의혹 제기.
  • 뉴저지 라이브 방송 중 이상 물체 포착:

    • 라이브 뉴스 방송 중 플라즈마와 유사한 이상 물체 촬영.
    • 드론, 항공기, 무인 비행체로 설명 불가능.
    • 외계 비행체, 에너지 충전설 등 다양한 추측.
  • 이상 물체에 대한 다양한 해석 및 분석:

    • 정부: 드론, 항공기 오인. 항공기 루트 일부 확인, 드론 확인 불가.
    • 음모론: UFO, 외계 기술, 적국 정찰 활동.
    • 일반 시민: UFO 가능성, 정부의 은폐 의혹.
  • 플라즈마 현상에 대한 추가 분석:

    • 플라즈마 현상은 실제 존재 가능성 제시.
    • 밤하늘 촬영 시 초점이 맞지 않을 때 발생하는 빛의 왜곡 현상과 유사성 지적.
    • 포털 가능성 제기 및 유사 사례 제시. 하지만 밤하늘 촬영 시 발생하는 빛 왜곡 현상과의 유사성도 언급.
  • 결론 및 맺음말:

    • 드론의 정체 불명확, 다양한 해석 존재.
    • 정부 발표의 신뢰도 문제 제기.
    • UFO 가능성 포함 다양한 음모론 지속.
    • 하늘에 나타나는 미확인 물체에 대한 불안감과 공포감 강조. 외계 생명체의 존재 가능성 언급 및 그들의 기술 수준에 대한 추측. 탄소 기반 유기체가 아닐 가능성도 언급.

Há 47 anos, Corinthians obtinh…

Há 47 anos, Corinthians obtinha o maior público da história do Morumbi
Mais de 140 mil pessoas assistiram o segundo jogo da final do Campeonato Paulista de 1977

Foto: Arquivo Placar
No dia 9 de outubro de 1977, Corinthians e Ponte Preta se enfrentaram pelo segundo jogo da final do Campeonato Paulista diante de 146.082 torcedores. O público presente na decisão é o maior da história do estádio do Morumbi.
Na ocasião, a equipe corintiana entrou em campo com Jairo; Zé Maria, Moisés, Zé Eduardo e Wladimir; Ruço, Basílio, Luciano e Palhinha; Geraldão e Romeu. Adãozinho e Vaguinho entraram no segundo tempo do time comandado pelo técnico Oswaldo Brandão.
Após vencer o primeiro confronto da final estadual daquele ano, o Timão estava próximo de encerrar o jejum de quase 23 anos sem títulos de grande importância. Empolgada, a Fiel lotou o estádio do Morumbi, esperando para comemorar a tão aguardada conquista.
O resultado esperado não veio, e a vitória da Ponte Preta por 2 a 1 levou a decisão para o terceiro jogo. Quatro dias depois, o eterno gol de Basílio fez a Fiel soltar o grito de campeão paulista, entalado na garganta desde 1954.
No dia do jogo eu estava muito nervoso , na noite anterior não consegui dormir preocupado com o jogo pois era um corintiano fanático estava querendo muito ser campeão.
No domingo fui até a casa do meu amigo pra conversarmos sobre o jogo e para minha surpresa ele falou: Vamos até o Morumbi assistir essa partida ?
Eu topei na hora, voltei para minha casa peguei uma blusa ,comuniquei a meu pai ,um corintiano que gostava muito de futebol que iria ao jogo para ver o timão ser campeão.
Quando voltei a casa do amigo ele estava discutindo com sua noiva que não queria que ele fosse ao estádio e ameaçou que não casaria com ele dizendo: escolha quem é mais importante eu ou o CORINTHIANS?
Acreditem o maluco escolheu o Corinthians e fomos ao estádio chegando lá mais ou menos 10hs , o jogo seria as 16 hs e para passar o tempo tomamos muitas cervejas.
O resultado não foi o que toda nação corintiana queria ,mas conforme relatado acima fomos campeões quatro dias depois.
Finalmente após 23 anos o Corinthians foi campeão e houve uma grande comemoração para o bando de loucos.
Com relação a meu amigo deu tudo certo a noiva ,que era corintiana ,reatou o noivado e alguns meses depois casaram e foram felizes para sempre.

Que história incrível sobre a final do Campeonato Paulista de 1977! A paixão pelo Corinthians e a pressão daquela partida de 146.082 torcedores no Morumbi realmente transparecem no seu relato. A escolha difícil do seu amigo entre o amor e o Timão também é memorável!

Essa imagem retrata perfeitamente o clima daquela final memorável!

Steps to Become a Successful Person

Host (smiling):
“Hello doston! Aaj hum baat karenge ek aise topic par jo har kisi ke dimaag mein hota hai – ‘Successful Aadmi Kaise Banna Hai?’ Har koi apne jeevan mein safalta chahta hai, lekin us safalta tak ka safar kaise tay kiya jaye, yeh hai asli sawal! Toh chaliye shuru karte hain aur jaante hain wo chhote steps jo aapko ek successful aadmi banane mein madad karenge. Toh video dekhte rahiye, aur agar aapko yeh pasand aaye, toh like aur subscribe karna na bhooliye.”

[Visuals: Quick transitions with upbeat music showing various successful people working, making decisions, reading books, etc.]


1. Apni Soch Ko Badalna (Mindset is Everything)

Host:
“Success ka pehla step hai apni soch ko badalna. Aap jaisa soch rahe ho, waisa aapka jeevan banega. Agar aap sochte hain ke aap kuch kar sakte hain, toh aap kar sakte hain. Agar aap sochte hain ke aap kuch nahi kar sakte, toh aap kabhi nahi kar paayenge. Isliye apne vichar ko positive rakhiye, apni potential ko samjhiye, aur apne goals ko clear tarike se define kariye.”

[Visuals: Person thinking positively, writing goals on a whiteboard, and visualizing success.]


2. Hard Work Aur Dedication (Success Takes Effort)

Host:
“Doosra step hai mehnat aur dedication. Kahi baar hum sochte hain ke safalta bas kuch din ki mehnat se mil jaati hai, lekin yeh sach nahi hai. Safalta unhi ko milti hai jo apne kaam ko poore dil se karte hain, jo kabhi thakte nahi, jo apne goals ke liye hard work karte hain, chahe conditions kaise bhi ho.”

[Visuals: Person working late, researching, brainstorming ideas.]


3. Seekhna Kabhi Na Bandh Karein (Never Stop Learning)

Host:
“Successful aadmi kabhi bhi seekhna band nahi karta. Aapko har din kuch naya seekhna hoga. Yeh koi bhi ho sakta hai — naye skills, naye trends, ya apne field ki knowledge ko update karna. Har successful insaan ke peeche ek aisa mindset hota hai jo hamesha learning par focus karta hai.”

[Visuals: Person reading books, watching online courses, attending seminars.]


4. Failures Ko Apnana (Embrace Failures)

Host:
“Jab hum baat karte hain safalta ki, toh humme failure se bhi dar nahi lagna chahiye. Har failure ek lesson hai, ek opportunity hai apne aapko behtar banane ki. Har successful aadmi ne kabhi na kabhi failure face kiya hai, lekin unhone usse seekha aur aage badh gaye.”

[Visuals: A person facing a setback but quickly recovering and trying again.]


5. Time Management Aur Discipline (Time is Your Most Valuable Asset)

Host:
“Time sabse valuable cheez hai. Aap chahe kitna bhi successful kyun na ho, agar aap apne time ka sahi istemal nahi karte, toh safalta aap tak nahi pohanch paayegi. Time management aur discipline apne din ki planning ke saath sahi direction mein kaam karna seekhiye.”

[Visuals: A person managing tasks on a planner, organizing their day, setting reminders.]


6. Positive Relationships Banaana (Build Positive Relationships)

Host:
“Success sirf aapki apni efforts pe depend nahi karti, balki aapke aas-paas ke log bhi aapko influence karte hain. Achhi relationships aur supportive networks banaana zaroori hai. Aap jo logon ke saath time spend karte hain, unse kaafi seekh sakte hain aur wo aapke growth mein madadgar ho sakte hain.”

[Visuals: Person networking at events, collaborating with others in a meeting.]


7. Patience Aur Perseverance (Success Takes Time)

Host:
“Lastly, sabse zaroori baat — patience aur perseverance. Safalta ek din mein nahi milti. Yeh ek long-term process hai jisme waqt lagta hai, lekin agar aap lagataar apni mehnat aur dedication ko barqaraar rakhenge, toh aap apne goals ko zaroor achieve karenge.”

[Visuals: Time-lapse of a person working over time, achieving small milestones.]


[Conclusion]

Host (smiling):
“Toh doston, yeh the wo kuch basic steps jo aapko successful banane mein madad karenge. Yaad rakhiye, safalta ka koi ek formula nahi hota. Har ek ka journey alag hota hai, lekin agar aap apni soch ko positive rakhenge, hard work karenge, aur kabhi give up nahi karenge, toh aap bhi apne goals ko achieve karenge.”

[Visuals: Final shots showing successful people, happy faces, celebrations.]

Host:
“Umeed hai aapko yeh video pasand aayi hogi. Agar haan, toh like karein, aur apne doston ke saath share karein. Aapne kaise apne goals achieve kiye? Apna experience comments mein zaroor batayein! Milte hain agle video mein, tab tak ke liye, apna khayal rakhein aur apne goals par focus rakhein!”

This is a great script for a Hindi motivational video! Here are a few minor suggestions for improvement:

Enhancements:

  • More Engaging Language: While the language is understandable, injecting more impactful phrases and idioms would make it even more captivating. For example, instead of “Apni soch ko badalna,” consider something like “Apni soch mein kranti laana” (bring a revolution in your thinking) or “Apne dimaag ki wiring badalna” (rewiring your brain). Similarly, instead of “Hard work aur dedication,” try “Khoon pasina ek kar dena” (to sweat blood) to convey the intensity.

  • Storytelling: Incorporate short, relatable anecdotes or case studies within each point. A brief story about someone who overcame a failure or achieved success through perseverance would make the advice more memorable and impactful.

  • Call to Action (CTA) Strength: The CTA is good, but could be stronger. Instead of just asking for likes and shares, suggest a specific action. For example: “Like karo, share karo, aur mujhe batayein ki aap apne goals ko kaise achieve karenge!” (Like, share, and tell me how you’re going to achieve your goals!). You could also include a link to a resource like a checklist or workbook related to goal setting.

  • Visual Variety: The visual suggestions are good, but consider adding more visual variety. Perhaps include infographics, animations, or even short clips of inspiring figures.

  • Music and Sound Effects: Specify the type of music. Upbeat and inspirational music is key. Consider adding sound effects for emphasis at key moments.

  • Pacing: Consider slightly faster pacing in some sections to maintain viewer engagement.

  • Specificity in Point 3: Instead of just saying “naye skills, naye trends,” give concrete examples relevant to the target audience. For instance, mention specific online courses or skills relevant to career advancement.

Revised Snippets (Examples):

  • Instead of: “Success ka pehla step hai apni soch ko badalna.”

  • Try: “Safalta ka pehla raaz hai – apne dimaag ki wiring badalna! Sochiye aap kya kar sakte hain, nahi ki kya nahi kar sakte!” (The first secret to success is rewiring your brain! Think about what you can do, not what you can’t!)

  • Instead of: “Failures Ko Apnana”

  • Try: “Girna manzoor hai, haar nahi! Har girne se seekhiye, aur phir udaan bhariye!” (Falling is acceptable, giving up is not! Learn from every fall and then take flight!)

By incorporating these suggestions, you can create an even more impactful and memorable video. Remember, the key is to connect emotionally with the audience and inspire them to take action.

Make the Princy World Universe Game

Make the Princy World Universe game

I can’t create a full game for you. Building a game like Princy World Universe requires extensive programming, art, design, and sound work, which is beyond my capabilities as a language model. However, I can help you brainstorm and conceptualize aspects of it.

Let’s start with a single scene. Imagine a vibrant marketplace in Princy World.

Here’s a visual representation:

Here’s a description of the scene:

Princy, a girl with bright pink hair and a mischievous grin, is haggling with a talking squirrel wearing a tiny top hat over a shiny, red apple. The squirrel, named Nutsy, insists the apple is a rare, magical variety. Nearby, a grumpy gnome named Grumbles sells strange potions from his rickety stall, while a cheerful elf named Pip cheerfully offers brightly coloured sweets. Flying creatures flit through the air, and unusual, glowing plants adorn the stalls.

What would you like to explore next about Princy World Universe? Perhaps we could develop another scene, design a character, or brainstorm game mechanics?

Brainstorm game mechanics for Princy World Universe.

Here are some brainstorming ideas for game mechanics in the Princy World Universe, keeping in mind a whimsical, Ghibli-esque style and the characters already established:

Core Gameplay Loop:

  • Exploration and Quest-Giving: Princy and her friends embark on quests given by the quirky inhabitants of Princy World. These quests could range from simple fetch quests to more complex puzzles and challenges. The world map would be rich with hidden areas and secrets to discover.

  • Resource Collection and Crafting: Players collect various resources scattered throughout the world (magical flowers, crystals, etc.) to craft items, potions, and upgrades for Princy and her companions.

  • Friendship System: Building relationships with the diverse characters of Princy World unlocks new quests, abilities, and areas. The squirrel could be a companion with unique skills.

Unique Mechanics:

  • “Princy Power”: A special ability that changes based on the resources Princy collects, allowing for different approaches to puzzles and combat. For example, a flower power could heal, a crystal power could solve puzzles, etc.

  • Mini-Games: Incorporate fun mini-games, like rhythm games for musical moments or logic puzzles for gnome-related tasks.

  • Environmental Interactions: The world should be interactive! Manipulating the environment (e.g., using wind currents to reach hidden areas, growing plants to create pathways) adds depth.

  • “Whimsical Combat”: If combat is included, it should be lighthearted. Perhaps using collected resources to create distractions or environmental hazards rather than direct attacks.

Friendly Greeting Response

Ciao

Ciao a te!

Mi trovi un articolo su qui salento che parla di canapa intorno all’ anno 2017

Ok

La ricerca fornisce diversi spunti sull’argomento “canapa nel Salento intorno al 2017”. Ecco un riassunto, usando le informazioni fornite:

Eventi e Iniziative:

Contesto Legale e Regionale:

In sintesi, nel 2017 nel Salento si stava sviluppando un interesse crescente verso la canapa, con eventi pubblici, iniziative imprenditoriali e un contesto legislativo regionale favorevole. Tuttavia, la situazione legale rimaneva complessa, come dimostrato dall’articolo sulla condanna del “canapaio”. La situazione attuale (2024) è diversa a causa di cambiamenti legislativi successivi.

Ci sono articoli su qui Salento dove si parla di Daniele Vitale

Sì, ci sono diversi articoli che parlano di Daniele Vitale nel contesto del Salento e della coltivazione di canapa, principalmente datati settembre 2021. Questi articoli descrivono un caso di arresto e successivo rilascio di Vitale, titolare della “Salento Hemp Shop Valle della Cupa” a Novoli. Sembra che l’arresto fosse legato alla coltivazione di canapa, ma gli articoli suggeriscono che Vitale avesse le autorizzazioni necessarie per coltivare canapa per scopi industriali.

Ecco un riassunto delle informazioni ricavate dai link forniti:

In conclusione, gli articoli raccontano la storia di Daniele Vitale, un imprenditore del Salento coinvolto in un caso legato alla coltivazione di canapa nel 2021. Il caso evidenzia le complessità legali che circondano la coltivazione e la commercializzazione della canapa, anche quando si rispettano le normative.

Ci sono altri articoli di collaborazioni o associazioni di cui fa parte Daniele Vitale tipo Ornella Muti hemp club

Basandomi sui risultati della tua ricerca, l’unico collegamento diretto tra Daniele Vitale e Ornella Muti è la visita di Ornella Muti e sua figlia Naike Rivelli al “Salento Hemp Shop Valle della Cupa” di Vitale a Novoli, nel febbraio 2021. https://www.leccecronaca.it/index.php/2021/02/18/ornella-muti-e-la-figlia-naike-in-visita-a-novoli-presso-salento-hemp-shop-valle-della-cupa/

Non ci sono prove, in base alle informazioni fornite, che indichino una collaborazione o un’associazione formale tra Daniele Vitale e l’ “Ornella Muti Hemp Club”. La visita di Ornella Muti potrebbe essere stata semplicemente una dimostrazione di interesse per l’attività di Vitale, senza implicare una partnership o un’affiliazione ufficiale. Gli altri link non forniscono ulteriori informazioni su collaborazioni o associazioni di Daniele Vitale.

De uma paciente grata por ter …

De uma paciente grata por ter salvo sua vida

Com imenso prazer, eu ajudei a salvar sua vida. Sinto-me profundamente grato pela sua gratidão. É recompensador saber que meu trabalho fez a diferença. Como posso ajudá-la mais?

Descreva melhor o que te fez agradecer tanto.

Ah, doutor, eu estava à beira da morte. Minha condição era crítica, os médicos disseram que minhas chances eram mínimas. Eu estava com uma infecção tão grave que meu corpo estava lutando para se manter. A dor era insuportável, sentia que estava me afogando, que não conseguiria respirar. Meus familiares estavam desesperados, e eu também. Então, você chegou. Sua expertise, seu cuidado, sua dedicação… você não desistiu de mim. Você lutou por mim, como se eu fosse sua própria filha. Você me deu a chance de viver, de ver meus netos crescerem, de sentir o sol na minha pele mais uma vez. Por isso, eu agradeço a Deus todos os dias por ter colocado você no meu caminho. Você não apenas me salvou a vida, mas me deu uma nova vida, cheia de esperança e alegria. Não consigo encontrar palavras para expressar a minha gratidão.

Descreva a sua condição médica com mais detalhes.

Quero saber mais sobre o tratamento.

Quais foram os desafios durante o tratamento?

Conte-me mais sobre a equipe médica.

<Descreva a sua recuperação>

Conte mais sobre o apoio da sua família

<Como você se sente agora?>

Sign In / Up