leadership
AI Leaders Discuss How to Foster Responsible Innovation at TIME100 Roundtable in Davos
Javed is a senior editor at TIME, based in the London bureau. Javed is a senior editor at TIME, based in the London bureau. Leaders from across the tech sector, academia, and beyond gathered to explore how to implement responsible AI and ensure safeguarding while fostering innovation, at a roundtable convened by TIME in Davos, Switzerland, on Jan 21. In a wide-ranging conversation, participants in the roundtable, hosted by TIME CEO Jess Sibley, discussed topics including the impact of AI on children's development and safety, how to regulate the technology, and how to better train models to ensure they don't harm humans. Discussing the safety of children, Jonathan Haidt, professor of ethical leadership at NYU Stern and author of said that parents shouldn't focus on restricting their child's exposure entirely but on the habits they form.
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Trump Warned of a Tren de Aragua 'Invasion.' US Intel Told a Different Story
Trump Warned of a Tren de Aragua'Invasion.' Hundreds of records obtained by WIRED show thin intelligence on the Venezuelan gang in the United States, describing fragmented, low-level crime rather than a coordinated terrorist threat. Alleged members of Tren de Aragua sit handcuffed during a preliminary hearing on July 9, 2025, in Santiago, Chile, where they faced homicide charges. As the Trump administration publicly cast Venezuela's Tren de Aragua (TdA) as a unified terrorist force tied to President Nicolás Maduro and operating inside the United States, hundreds of internal US government records obtained by WIRED tell a far less certain story. Intelligence taskings, law-enforcement bulletins, and drug-task-force assessments show that agencies spent much of 2025 struggling to determine whether TdA even functioned as an organized entity in the US at all--let alone as a coordinated national security threat.
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Interpretation as Linear Transformation: A Cognitive-Geometric Model of Belief and Meaning
This paper develops a geometric framework for modeling belief, motivation, and influence across cognitively heterogeneous agents. Each agent is represented by a personalized value space, a vector space encoding the internal dimensions through which the agent interprets and evaluates meaning. Beliefs are formalized as structured vectors-abstract beings-whose transmission is mediated by linear interpretation maps. A belief survives communication only if it avoids the null spaces of these maps, yielding a structural criterion for intelligibility, miscommunication, and belief death. Within this framework, I show how belief distortion, motivational drift, counterfactual evaluation, and the limits of mutual understanding arise from purely algebraic constraints. A central result-"the No-Null-Space Leadership Condition"-characterizes leadership as a property of representational reachability rather than persuasion or authority. More broadly, the model explains how abstract beings can propagate, mutate, or disappear as they traverse diverse cognitive geometries. The account unifies insights from conceptual spaces, social epistemology, and AI value alignment by grounding meaning preservation in structural compatibility rather than shared information or rationality. I argue that this cognitive-geometric perspective clarifies the epistemic boundaries of influence in both human and artificial systems, and offers a general foundation for analyzing belief dynamics across heterogeneous agents.
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Turing AI Institute boss denies accusations of 'toxic internal culture'
Turing AI Institute boss denies accusations of'toxic internal culture' The Alan Turing Institute Chair has told the BBC there is no substance to a number of serious accusations which rocked the organisation in the summer. In August, whistleblowers accused the charity's leadership of misusing public funds, overseeing a toxic internal culture, and failing to deliver on its mission. They said the Turing Institute, the UK's national body for artificial intelligence (AI), was on the brink of collapse after Peter Kyle, the then technology secretary, threatened to withdraw its £100m funding. But speaking exclusively to the BBC, Chair Dr Doug Gurr said the whistleblower claims were independently investigated by a third party which found them to have no substance. I fully sympathise that going through any transition is always challenging, he said.
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China will soon have a new Five Year Plan. Here's how they have changed the world so far
China will soon have a new Five Year Plan. Here's how they have changed the world so far China's top leaders are gathering in Beijing this week to decide on the country's key goals and aspirations for the rest of the decade. Every year or so, the country's highest political body, the Central Committee of the Chinese Communist Party, convenes for a week of meetings, also known as a Plenum. What it decides at this one will eventually form the basis of China's next Five Year Plan - the blueprint that the world's second largest economy will follow between 2026 and 2030. The full plan won't come until next year, but officials are likely to hint at its contents on Wednesday and have previously given more details within a week of that.
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A Quarter of the CDC Is Gone
Another round of terminations, combined with previous layoffs and departures, has reduced the Centers for Disease Control and Prevention workforce by about 3,000 people since January. After the latest round of mass firings at the Centers for Disease Control and Prevention over the weekend, the union that represents agency employees estimates that around 3,000 people this year--about a quarter of the agency's workforce--have departed the agency. That number includes workers affected by layoffs earlier this year, as well those who have accepted the Trump administration's "Fork in the Road" buyout program. The most recent cuts came down amidst the ongoing government shutdown. On October 10, more than 1,300 CDC employees received termination notices.
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NeurIPS should lead scientific consensus on AI policy
Designing wise AI policy is a grand challenge for society. To design such policy, policymakers should place a premium on rigorous evidence and scientific consensus. While several mechanisms exist for evidence generation, and nascent mechanisms tackle evidence synthesis, we identify a complete void on consensus formation. In this position paper, we argue NeurIPS should actively catalyze scientific consensus on AI policy. Beyond identifying the current deficit in consensus formation mechanisms, we argue that NeurIPS is the best option due its strengths and the paucity of compelling alternatives. To make progress, we recommend initial pilots for NeurIPS by distilling lessons from the IPCC's leadership to build scientific consensus on climate policy. We dispel predictable counters that AI researchers disagree too much to achieve consensus and that policy engagement is not the business of NeurIPS. NeurIPS leads AI on many fronts, and it should champion scientific consensus to create higher quality AI policy.
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Tech CEOs Praise Donald Trump at White House Dinner
The camera zooms too close to the president's face; the table at which the tech executives are seated seems far too long. Mark Zuckerberg is there, and Bill Gates and Tim Cook and Satya Nadella and Sam Altman and on and on, a baker's dozen or so of Silicon Valley's most powerful people--cutthroat competitors all--united here to pledge allegiance to Donald Trump. The introduction from Trump is characteristically both overgilded and confusing: "It's an honor to be here with this group of people. And then, about 90 seconds in, the pandering begins. This was Donald Trump's dinner with tech leaders at the State Dining Room in the White House on Thursday evening, broadcast in part for all to see on C-SPAN.
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The White House Apparently Ordered Federal Workers to Roll Out Grok 'ASAP'
The White House appears to have instructed leaders at the General Services Administration (GSA) to add xAI's Grok chatbot to a list of approved vendors "ASAP," according to an email sent by agency leadership earlier this week, which WIRED obtained. "Team: Grok/xAI needs to go back on the schedule ASAP per the WH," states the email, sent by the commissioner of the Federal Acquisition Service Josh Gruenbaum. "Can someone get with Carahsoft on this immediately and please confirm?" Carahsoft is a major government contractor that resells technology from third-party firms. "Should be all of their products we had previously (3 & 4)," the email continued, seemingly referring to Grok 3 and Grok 4. The subject line of the email was "xAI add Grok-4." Sources say Carahsoft's contract was modified to include xAI earlier this week.
'Shut it down and start again': staff disquiet as Alan Turing Institute faces identity crisis
When the UK government announced the creation of the Alan Turing Institute in 2014 it promised a "fitting memorial" to the renowned computer scientist and artificial intelligence pioneer. More than a decade on, Britain's leading AI institute is in turmoil as staff warn it may be in danger of collapse and ministers demand a shift in focus to defence and security work. "The ATI brand is well recognised internationally," says Dame Wendy Hall, a professor of computer science at the University of Southampton and the co-chair of a 2017 government AI review. "If it ceases to be the national institute for AI and data science then we are at risk of weakening our international leadership in AI." Turing's legacy, as the mathematical genius who helped crack the Enigma code, outlined key concepts of AI and invented the eponymous test to discern whether a computer can show human intelligence, has been rebuilt and burnished in recent years. In 2013 he received a posthumous royal pardon 59 years after his death, having been convicted of gross indecency in 1952 after admitting a sexual relationship with a man.