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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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Video: ICE Agents Will Be Deployed to U.S. Airports, White House Confirms

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ICE Agents Will Be Deployed to U.S. Airports, White House Confirms

Tom Homan, the White House border czar, confirmed on Sunday that Immigration and Customs Enforcement agents would help security officials ease long lines at airports starting Monday. Transportation Security Administration officers have been working without pay amid a partial government shutdown that has led some workers to call out of work or quit.

Horrible. From now on, I will drive wherever I have to go until they get this figured out. It was horrible.

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Tom Homan, the White House border czar, confirmed on Sunday that Immigration and Customs Enforcement agents would help security officials ease long lines at airports starting Monday. Transportation Security Administration officers have been working without pay amid a partial government shutdown that has led some workers to call out of work or quit.

By Cynthia Silva

March 22, 2026

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Immigration agents deploying to airports under border czar as TSA staffing falls short | CNN Politics

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Immigration agents deploying to airports under border czar as TSA staffing falls short | CNN Politics

President Donald Trump said border czar Tom Homan will be in charge of deploying Immigration and Customs Enforcement agents to airports on Monday, with Homan telling CNN the agents will help with security at entrances and exits to ease the Transportation Security Administration’s workload.

“This is about … helping TSA do their mission and get the American public through that airport as quick as they can while adhering to all the security guidelines and the protocols,” Homan told CNN’s Dana Bash on “State of the Union.”

Airports around the country have seen long security lines, as TSA officers have quit or called out sick as they work without pay amid a partial government shutdown. Homan said his “opinion is that we concentrate on the airports where the longest waits are; we prioritize those large airports with those long waits like three hours.”

“We’re simply there to help TSA do their job in areas that don’t need their specialized expertise, such as screening through the X-ray machine. Not trained in that? We won’t do that,” Homan said. “But there are roles we can play to release TSA officers from the non-significant roles, such as guarding an exit so they can get back to the scanning machines and move people quicker.”

The border czar said ICE will continue conducting immigration enforcement operations while aiding TSA. He added the heads of ICE and the TSA are involved in planning discussions, and that the public can expect more details of “a well-thought-out plan to execute” later Sunday.

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Trump first announced the move to deploy ICE agents on social media Saturday, as lawmakers worked toward reaching an agreement to fund the Department of Homeland Security amid mounting travel disruptions. Democrats have refused to fund the department as they demand changes that would rein in Trump’s immigration policies after two people were killed during an immigration enforcement surge in Minneapolis earlier this year.

Vice President JD Vance accused Democrats on Sunday of holding TSA “hostage” while expressing gratitude that the White House will deploy ICE agents to airports.

“Thankfully, ICE will bring sanity to our airports starting tomorrow, but it’s far past time for Democrats to fund DHS,” he posted on X.

Bipartisan appropriators held a brief meeting with Homan on Friday evening that sources from both parties called “productive.” Senate Majority Leader John Thune told reporters Sunday he hoped to meet with Homan after another bipartisan meeting was postponed a day earlier.

Talks are expected to continue Sunday as Republicans await a counteroffer from Democrats after receiving a proposal from the White House on Friday. Lawmakers on both sides of the aisle are pushing to reach a deal by the end of the week, according to a person familiar with the talks.

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Two of the big sticking points remain whether to require judicial warrants on immigration enforcement action and to require ICE agents to remove their masks — both key Democratic demands that the White House has resisted.

Senators are eager to wrap up talks and pass a bill before Easter recess at week’s end, meaning a deal needs to be reached within the next couple of days to begin the legislative process to meet that timeframe.

Thune said Sunday that lawmakers were making “some headway” in talks to reopen DHS, warning that things could get “pretty bad” if a deal isn’t reached in the coming days.

He said the Trump administration’s plans to send ICE agents to airports to help bolster TSA staffing is “evidence of how sort of desperate things have become at our airports.”

House Minority Leader Hakeem Jeffries told “State of the Union” on Sunday the plan to send ICE agents to airports was an effort to “squeeze lawmakers to try to finally come up with a plan to fund DHS.”

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“It’s unfortunate that Republicans have decided that they would rather force TSA agents to work without pay, inconvenience millions of Americans all across the country and now potentially expose them to untrained ICE agents and create chaos at airports throughout the land, rather than get ICE agents under control,” Jeffries said.

On Saturday, Republican Sen. John Kennedy told CNN “it could help” to send ICE agents to airports, but suggested that it’s not a definitive solution to the long security lines.

“If they’re planning on using some of the ICE folks to help with crowd control to free up TSA people to do the screening, I could see a scenario where that might help.”

Meanwhile, the union representing TSA officers is fiercely pushing back against plans to deploy ICE agents to airports, warning the move could put passenger safety at risk.

American Federation of Government Employees President Everett Kelley said in a statement Sunday that “Replacing unpaid TSA workers with ICE agents is not a solution, but a dangerous escalation.”

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“ICE agents are not trained or certified in aviation security,” Kelley said, stressing that TSA officers spend months developing highly specialized skills to detect explosives, weapons and sophisticated threats designed to evade screening. “You cannot improvise that.”

This story has been updated with additional developments.

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Video: Former F.B.I. Director Robert Mueller Dies at 81

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Video: Former F.B.I. Director Robert Mueller Dies at 81

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Former F.B.I. Director Robert Mueller Dies at 81

Robert Mueller, who led the Federal Bureau of Investigation for 12 tumultuous years, brought politically explosive indictments as a special counsel examining Russia’s attack on the 2016 presidential election.

Countless Americans are alive today, and our country is more secure because of the F.B.I.’s outstanding work under the leadership of Bob Mueller.

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Robert Mueller, who led the Federal Bureau of Investigation for 12 tumultuous years, brought politically explosive indictments as a special counsel examining Russia’s attack on the 2016 presidential election.

By McKinnon de Kuyper

March 21, 2026

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