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OpenAI and Meta ready new AI models capable of ‘reasoning’

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OpenAI and Meta ready new AI models capable of ‘reasoning’

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OpenAI and Meta are on the brink of releasing new artificial intelligence models that they say will be capable of reasoning and planning, key steps towards achieving superhuman cognition in machines.

This week, executives at OpenAI and Meta signalled that they are preparing to launch the next versions of their large language models, the systems that power generative AI applications such as ChatGPT.

Meta said it will begin rolling out Llama 3 in the coming weeks, while Microsoft-backed OpenAI indicated that its next model, expected to be called GPT-5, was coming “soon”.

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“We are hard at work in figuring out how to get these models not just to talk, but actually to reason, to plan . . . to have memory,” said Joelle Pineau, vice-president of AI research at Meta.

OpenAI’s chief operating officer Brad Lightcap told the Financial Times in an interview that the next generation of GPT would show progress on solving “hard problems” such as reasoning.

“We’re going to start to see AI that can take on more complex tasks in a more sophisticated way,” he said. “I think we’re just starting to scratch the surface on the ability that these models have to reason.”

Today’s AI systems are “really good at one-off small tasks”, Lightcap added, but were still “pretty narrow” in their capabilities.

Meta and OpenAI’s upgrades are part of a wave of new large language models being released this year by companies including Google, Anthropic and Cohere.

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As tech companies race to create ever more sophisticated generative AI — software that can create humanlike words, images, code and video of quality indistinguishable from human output — the pace of progress is accelerating.

Reasoning and planning are key steps towards what AI researchers call “artificial general intelligence” — human-level cognition — because they allow chatbots and virtual assistants to complete sequences of related tasks and predict the consequences of their actions.

Joelle Pineau, vice-president of AI research at Meta: ‘We are hard at work in figuring out how to get these models not just to talk, but actually to reason, to plan . . . to have memory.’ © Kimberly M Wang

Speaking at an event in London on Tuesday, Meta’s chief AI scientist Yann LeCun said that current AI systems “produce one word after the other really without thinking and planning”.

Because they struggle to deal with complex questions or retain information for a long period, they still “make stupid mistakes”, he said.

Adding reasoning would mean that an AI model “searches over possible answers”, “plans the sequence of actions” and builds a “mental model of what the effect of [its] actions are going to be”, he said.

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This is a “big missing piece that we are working on to get machines to get to the next level of intelligence”, he added.

LeCun said it was working on AI “agents” that could, for instance, plan and book each step of a journey, from someone’s office in Paris to another in New York, including getting to the airport.

Meta plans to embed its new AI model into WhatsApp and its Ray-Ban smart glasses. It is preparing to release Llama 3 in a range of model sizes, for different applications and devices, over the coming months.

Lightcap added OpenAI would have “more to say soon” on the next version of GPT. 

“I think over time . . . we’ll see the models go toward longer, kind of more complex tasks,” he said. “And that implicitly requires the improvement in their ability to reason.”

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At its event in London, Chris Cox, Meta’s chief product officer, said the cameras in Meta’s Ray-Ban glasses could be used to look at, for instance, a broken coffee machine, and an AI assistant — powered by Llama 3 — would explain to the wearer how to fix it.

“We will be talking to these AI assistants all the time,” LeCun said. “Our entire digital diet will be mediated by AI systems.”

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“It’s blood money”: Family of exonerated man in Texas yogurt shop murders speaks out after settlement

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“It’s blood money”: Family of exonerated man in Texas yogurt shop murders speaks out after settlement

The widow and the daughter of Maurice Pierce, one of the four men wrongfully accused in the 1991 Texas yogurt shop murders, have confirmed they signed a multimillion-dollar settlement with the city of Austin.

Kimberli and Marisa Pierce spoke with correspondent Erin Moriarty in a new episode of the podcast “48 Hours: Case by Case.” Moriarty has reported on the yogurt shop murders for over 30 years. 

Maurice Pierce’s widow Kimberli made clear that their priority has never been financial compensation. “It’s blood money for us. He died for this money,” Kimberli Pierce said. “It’s about the reform and the changes that need to happen, not only in Austin, but apparently across the country.”

They also went into great detail about what they believe happened when Maurice Pierce was shot and killed by police in 2010. 

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Maurice Pierce was one of four men, along with Michael Scott, Robert Springsteen and Forrest Welborn, who were wrongfully accused in the murders of four teenage girls in Austin on Dec. 6, 1991. Eliza Thomas, Amy Ayers, and sisters Jennifer and Sarah Harbison were tied up, shot and left inside the yogurt shop as it was set ablaze. 

The four men were exonerated in February after investigators linked another man, Robert Eugene Brashers, to the killings. The city of Austin subsequently offered a $35 million settlement. Because Maurice Pierce died in 2010, his share of $10 million will go to Kimberli and Marisa Pierce.

Eight days after the killings, 16-year-old Maurice Pierce was arrested at a mall, carrying a .22, the same caliber handgun connected to the crime. Kimberli Pierce said police told Maurice Pierce that his gun was the murder weapon. He responded by mentioning his friend Forrest Welborn. Maurice Pierce was then wired up and sent to speak with Welborn, but investigators ultimately determined that Welborn and the others knew nothing about the murders, and no charges were filed at that time.

Marisa Pierce has said there was no evidence when her father was questioned, “only a detective and a narrative, a narrative so completely false. It feels evil.”

From left, Maurice Pierce, Forrest Welborn, Michael Scott and Robert Springsteen were exonerated in February 2026 after investigators linked another man, Robert Eugene Brashers, to the December 1991 killings of four teenage girls in an Austin, Texas, yogurt shop. 

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Nearly eight years later, in 1999, all four men were arrested after Scott and Springsteen confessed to the murders. They later recanted, saying they had been coerced. Springsteen and Scott were tried and convicted, but later those convictions were overturned on constitutional grounds. A subsequent DNA test excluded all four men. Maurice Pierce was never convicted but spent three years in jail before his release in 2003. 

Kimberli Pierce said her husband came home a hardened man. She believes police continued to harass Maurice and their family after his release. In 2010, Maurice Pierce was stopped for a routine traffic stop, fled on foot, and was shot and killed by an Austin police officer who said Pierce had stabbed him with a knife. 

Marisa and Kimberli Pierce told “48 Hours” that they intend to review the circumstances surrounding the night of Maurice Pierce’s death. Marisa Pierce revealed in new, emotional detail that she was on the phone with her father at the time. She believes he panicked and was only trying to get away, not to hurt anyone. She described her father’s last breaths: “And in those last moments, he had just said I’m sorry, I don’t think you’re gonna see me again, and I love you.” 

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“48 Hours” reached out to the Austin Police Department about the Pierces’ allegations of harassment and their questions about Maurice Pierce’s death in 2010. The police department said they had no additional comment.

For the Pierce family, the settlement is a starting point, not an end point. They have put forward seven proposed reforms they hope the city of Austin will approve, including appointing a child advocate whenever a minor is questioned, prohibiting deceptive interrogation tactics, educating juveniles about their rights and establishing accountability measures to address tunnel vision in police investigations.

In a statement shared with “48 Hours,” the Pierces wrote: “Real justice is not only about acknowledging harm after the fact but about creating safeguards that prevent future families from enduring the same pain.”  

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The Maine Town That Actually Wants a Data Center

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This year, Maine nearly became the first state to pass a statewide moratorium on new data centers. But before the law could take effect, supporters of an A.I. data center project in the small town of Jay rallied to fight the ban — and won. So why do residents there want one? We traveled to Jay to find out.

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The Supreme Court says the U.S. can turn away asylum seekers at the border

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The Supreme Court says the U.S. can turn away asylum seekers at the border

The U.S. Supreme Court

Drew Angerer/AFP via Getty Images


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Drew Angerer/AFP via Getty Images

The U.S. Supreme Court on Thursday handed the Trump administration a tool that could make it far more difficult for asylum seekers to enter the United States.

Asylum is a form of legal protection available to people fleeing persecution in their home countries if they meet certain criteria. Under U.S. law, an asylum seeker who “arrives in” the U.S. is entitled to apply for asylum and generally cannot be removed from the country until their asylum application is processed. 

By a 6-3 vote, the high court ruled that federal law allows the government to stop asylum seekers from physically setting foot in the country, effectively keeping them from applying for asylum. 

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The Obama administration was the first to try stemming the flow of asylum seekers that way. But the lower courts blocked the policy on grounds that it violated federal law by denying asylum to people who otherwise would have qualified for it, had they been permitted to literally put one foot over the border.

The Trump administration, however, sought to revive the policy, contending that the lower court’s ruling “deprives the Executive Branch of a critical tool for addressing border surges and preventing overcrowding at ports of entry.” And on Thursday, the Supreme Court agreed.

Writing for the majority, Justice Samuel Alito ruled that because asylum seekers are not in the U.S. when they are turned away at the border, they did not “arrive in” the country. Therefore, he continued, the legal protections for asylum seekers have not kicked in.

Writing for the liberal dissenters, Justice Sonia Sotomayor noted that Border Patrol agents speak with all immigrants at legal entry points and speaking with an agent is effectively the first step in “arriving in” the U.S.

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