AI Hub
The information repository
Curated articles and research alongside live news from The Guardian and NewsAPI. News updates every 24 hours. Articles and papers are reviewed before publishing.
Curated
Editor's Picks
Amazon to permanently lay off 121 workers in Seattle, Bellevue amid ongoing AI push
Amazon is planning another round of permanent layoffs in the Puget Sound region, with 121 workers expected to be affected in Seattle, Bellevue and Sumner, according to a state filing.
This Texas TV station is using AI to deliver its newscast
It’s been a little more than a week since sweeping layoffs took effect at television news stations across the country owned by the E.W. Scripps Company as part of a shift toward AI-powered automation and a 24-hour multiplatform livestream broadcast format.
Oracle layoffs September 1: Will employees wake up to another ‘6 a.m. email’ tomorrow after 21,000 jobs we
After firing nearly 20,000 and 30,000 employees globally in March, Oracle has reportedly drawn up plans for a new round of job cuts to reduce payroll as it racks up billions in debt to fund AI infrastructure. The US tech giant is reportedly preparing for another round of job cuts, with September 1 emerging as a key date.
The AI layoff narrative is missing the real story
And hovering over all of it is a single explanation, repeated so often that it starts to remind us of a dot-com bubble — artificial intelligence. But is that actually what's happening? And more importantly, does it matter if the story isn't entirely true?
Game Trailer Editors Describe Generative AI As Poison
Game developers are experimenting with generative AI to make trailers, but is it capable of doing that? By using genAI to speed up this marketing step, it’s functioning as a shortcut that is seen as lazy and poisonous.
Hopefully a meteor will strike the earth soon: Game devs talk genAI witchhunts and the importance of honing your visual literacy
The era of generative AI has kindled an era of generative AI witchhunts. It's routine right now for videogame developers to fend off accusations of using the technology, even when they are full-throated in their disapproval of ChatGPT, Claude and their ilk.
Nvidia to buy AI platform Hugging Face for $12.9B
Nvidia plans to buy open-source AI platform Hugging Face for $12.9 billion, The Information reports, citing a person familiar with the deal.
Apple’s rare Bay Area layoffs hit Vision Pro and Siri teams amid AI shakeup
Apple is laying off close to 150 employees, the latest tech titan to reduce staff amid the artificial intelligence boom.
The Great Decoupling: How Workers Became Disconnected From Companies And AI Will Accelerate This Trend
I have spent almost 30 years studying organizations, work, jobs, and HR, and every year there’s a new theme. There was digital transformation, employee wellbeing, hybrid work, diversity and inclusion, women’s rights, and now AI. What’s the real direction here?
AI, economic pressures and other causes of Big Tech layoffs
Two-thirds into 2026, layoffs in the tech sector have surpassed the total of jobs cut in 2025.
U.S. firms rebrand AI layoffs as ‘restructuring’
Amy Coleman, chief people officer at Microsoft, stated the company’s displaced workers were “not being replaced by AI,” exemplifying a pattern in which tech employers publicly separate workforce reductions from AI expansion announcements.
T-Mobile is closing retail stores and laying off workers: See a list of locations that will be impacted
T-Mobile is continuing to lay off workers and close retail stores in the U.S. The mobile communications company has disclosed 63 new layoffs across 13 locations in Washington state. The impacted employees worked at a mix of retail stores and T-Mobile headquarters.
NEWSLETTER: How Meta’s AI layoff plans went kaput
Ask just about anyone in Silicon Valley and they’ll tell you that AI is coming for their jobs. Software coders laboring to improve AI are effectively working to make their jobs obsolete.
Meta’s AI Layoffs Boosted Code Changes By 220%. Then Came The Problem
Meta slashed 10% of their workforce in May and saw a 220% increase in AI-assisted code changes YoY. But while the code multiplied…so did the problems.
Bill Gates calls for human-reserved jobs as AI reshapes work | Human Resources Director
Microsoft co-founder Bill Gates published an urgent 6,000-word essay on Wednesday warning that AI will eliminate jobs permanently and that governments aren’t close to prepared for the disruption ahead. The piece calls for designating certain roles as “human reserved,” occupations that society would choose to protect from automation even where machines could technically perform the work.
Meta planned to lay off up to 60% of employees, but AI agents wreaked havoc
Meta was developing a secret plan called Project OT (Organization Transformation), which involved reducing individual teams by 60% to replace humans with autonomous AI agents. However, instead of the expected productivity jump, the experiment caused a surge in critical crashes, and Mark Zuckerberg was forced to cancel a second wave of mass layoffs.
Tech Layoffs So Far This Year Have Officially Blown Past the Total for 2025
Last year was a bloodbath for tech workers around the world. Across all of 2025, this strata of highly trained professionals lost some 122,606 jobs across 278 global tech companies, driven by extremely wealthy corporations like Amazon and Meta that were cleaning house as they made major AI investments.
Meta layoffs: Zuckerberg reportedly stopped second round after AI underperformed
Reuters reports Meta shelved a planned second round of layoffs after internal data raised questions about AI productivity gains and employees pushed back against the company's transformation strategy.
Tech Layoffs: Over 1,20,000 Jobs Lost Since January, 2,400 Plus In August - Check Full List
More than 175,000 employees in the tech sector have been laid off globally in 2026, according to TrueUp data, as companies continue to restructure their workforces amid the rapid adoption of AI and automation, cost pressures and shifting business priorities.
Employers who laid off workers citing AI are already starting to regret it
Companies are rapidly changing their minds that artificial intelligence can “do it all” by rehiring employees to propel their businesses forward, as investors fret over the longevity of the ongoing AI boom happening in the financial markets.
What Will Happen to Federal Revenue When AI Replaces Labor?
In this report, the authors examine the fiscal implications for the U.S. federal government in scenarios in which artificial intelligence (AI) and automation technologies replace human labor. Using a framework that considers whether displaced workers find new jobs and how AI is priced (monopolistically or at cost), they analyze both a hypothetical case of full displacement of human labor and a transitional scenario in which AI displaces 10 percent of the workforce.
AI impacting labor market ‘like a tsunami’ as layoff fears mount
After a year marked by AI-driven layoffs, influential leaders and top executives are now warning that we can expect to see a huge ramp up in anxiety around the technology in 2026.
Goldman Sachs uncovers troubling pattern behind AI and tech job losses
Workers displaced by artificial intelligence and other tech take longer to find new jobs — and when they do, they’re stuck earning less for years, a new study found.
CEOs at America’s 100 largest low-wage employers are paid 632 times as much as the average worker, study finds
A new report from the Institute for Policy Studies (IPS) reveals that executive compensation at the country’s 100 largest low-wage employers—dubbed the “Low-Wage 100”—has reached unprecedented heights, with CEOs taking home astronomical pay packages while typical workers’ wages stagnate or even decline.
CFO pay surged 8% last year—and long-term incentives now account for 63% of the average package
New data from Compensation Advisory Partners (CAP), exclusively shared with CFO Daily, examines 140 large companies with at least $5 billion in revenue and a median revenue of $15.6 billion. While CFOs continue to gain influence, their compensation remains closely tied to CEO pay. Notably, pay growth for the two roles is increasingly converging.
SK Telecom Launches AI Data Center Infrastructure Company ‘SK Horizon’ and Secures Investments from KKR and IMM
SK Telecom (NYSE: SKM, hereinafter “SKT”) announced that it will split its wholly owned subsidiary SK Broadband into a surviving company (SK Broadband) and a newly established company (SK Horizon). In connection with the spin-off, SKT has entered into a definitive agreement with funds managed by KKR, a leading global investment firm, and the IMM Investment-Stonebridge consortium (the “IMM consortium”) for a combined KRW 3.08 trillion equity investment in SK Horizon.
Volato To Merge With Alignment Engine In $500 Million AI Infrastructure Deal With Path To 480 MW
Volato Group has entered into a definitive agreement to merge with Alignment Engine in a transaction valuing the AI infrastructure company at approximately $500 million, positioning the publicly traded company for a significant shift toward high-performance computing, artificial intelligence infrastructure and data center development.
90 Percent of Execs Say Oops, AI Didn’t Help Productivity, So Layoffs Will Continue
Companies continue to pour untold sums into adopting AI tools, in a generational industry capital allocation that has yet to meaningfully pay off.
SanDisk cuts dozens of jobs in Israel despite AI-fueled surge
SanDisk has laid off dozens of employees at its development operation in Israel. The exact number of layoffs is not yet known.
53% of Laid-Off Workers Believe AI Played a Role in Their Job Loss — But Most Were Never Told
More than half of laid-off U.S. workers believe artificial intelligence or automation played a role in their job loss, but most were never told so directly, according to Resume Genius’s 2026 AI Layoffs Report. The survey of 1,000 U.S. workers laid off within the past two years found that 53% believe AI contributed to their layoff — but only 22% say their employer confirmed it, while 31% are left to suspect it on their own.
Live. (Refreshed every 24 hours).
AI News
The automation paradox: Robots that create jobs instead of killing them
MiddleGround Capital aims to improve employee livelihood, enabling better work.
A new bill would tax AI tokens to fund jobs if the technology causes mass unemployment
Revenue from a proposed excise tax would fund housing construction, infrastructure, child care and elder care as automation spreads.
AI wealth is creating a 'mansion shortage' and upending San Francisco's housing market
Spiking prices and rental bidding wars are raising fears of more displacement in a city where previous tech booms and a housing shortage have already driven out many.
It turns out that Gen Z didn’t quit on careers. The work force quit on them
MIT's Paul Osterman found 35% of the workforce has what he calls "disposable jobs" in his newbook of the same title. "I mean, that's a big number."
AI Data Centers Are Training Your Replacements… (And They Aren’t Going To Be Human)
The Real Story Behind Trump’s Data Center Cheerleading Donald Trump wants you to believe that AI data centers are America’s golden ticket. In a social media post that was as insulting as it was revealing, he warned that communities that don’t embrace these sp…
Fintan O'Toole: Ireland can’t be a dumping ground for data centres other countries don’t want
They have become a defining question everywhere – except Ireland. Why?
Show HN: Tubeviz – automatically edit YouTube footage to music
AI-directed, beat-synchronized music video generation from YouTube footage, with semantic analysis, interactive editing, and GPU-accelerated rendering. - interrupt21h/tubeviz
New York Governor Kathy Hochul thinks AI should be ‘less evil’
Today, I’m talking with New York Governor Kathy Hochul, and I’ll just warn you — this episode moves really fast. It’s an election year, after all, with a shocking amount of tech policy at stake, and Governor Hochul has taken strong positions on almost every m…
Australia risks missing out on AI economic boom due to 'slow' uptake
Treasury says Australia risks missing out on the economic benefits of AI unless businesses use beyond basic use and make bigger changes to how they operate.
OpenShot 4.0: Record, Edit, and Color Like Never Before
OpenShot 4.0 adds professional color grading, screen and webcam recording, local object masks, 10 new effects, a cleaner native timeline, and faster creative workflows.
Bill Gates just said what no tech leader will about AI
The Bill Gates essay that broke from his own AI cheerleading
FO Talks: AI — Expectation vs Reality
Fair Observer’s operations chief of staff Cheyenne Torres and entrepreneur Dirk Lueth, co-founder and co-CEO of Upland, examine how artificial intelligence is reshaping economies, employment and the media. Lueth explains why today’s generative AI differs from…
Curated. Selected via review
Research Papers & Studies
Designing Proactive Thought Partners for Writing
Writing involves diverse cognitive activities, from ideation to revision, and writers' needs vary across individuals and moments. Proactive AI promises to provide the right support at the right time, yet existing proactive tools largely focus on generic textual assistance, such as autocomplete. This paper studies the design space of proactive thought partners: AI agents that proactively offer cust
Beyond Scores: Understanding LLM-as-a-Judge Mechanisms in Summarization Evaluation
LLM-based evaluators of natural language generation (NLG) quality are widely deployed as scoring tools and as automated training signals, yet the internal procedure by which they assign a rating remains poorly understood. We investigate this procedure mechanistically through an eight-attack perturbation taxonomy across the Readability and Adequacy dimensions of NLG quality, a generation pipeline t
When AI Thinks for Us: Unveiling the Cognitive and Social Toll of ChatGPT Over-Reliance
ChatGPT has rapidly become an indispensable tool for users worldwide, integrating seamlessly into daily academic, professional, and social routines. Based on qualitative interviews with 45 regular users, the findings reveal reduced critical thinking, weaker memory retention, and heightened cognitive dependence on AI.
That's AI Slop, You Bot! Studying Accusations, Evidence, and Credibility in Online Discourse Towards LLM-Generated Comments
Native visual reasoning treats visual generation as the medium of reasoning itself: visual states (i.e. images and videos) are not merely inputs to be understood or outputs to be rendered, but first-class substrates for problem solving beyond language. Yet progress remains bottlenecked by the lack of scalable training tasks, reliable feedback, and controlled comparisons across generative substrate
VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning
Native visual reasoning treats visual generation as the medium of reasoning itself: visual states (i.e. images and videos) are not merely inputs to be understood or outputs to be rendered, but first-class substrates for problem solving beyond language. Yet progress remains bottlenecked by the lack of scalable training tasks, reliable feedback, and controlled comparisons across generative substrate
A Visual Dependence-Aware Framework for Multimodal Unsupervised Continual Post-Training
In this paper, we explore a novel task of Multimodal Unsupervised Continual Post-Training (MU-CPT), enabling deployed MLLMs to continually evolve from streaming unlabeled data. Existing unsupervised post-training methods for MLLMs typically optimize target tokens uniformly, overlooking their heterogeneous visual dependence (VD). However, we reveal that token-level VD is crucial for MU-CPT. Specifi
MyoMechanix: Biomechanically-Grounded Compositional Skilled Activity Understanding and Coaching
Existing action quality assessment (AQA) datasets and methods rely primarily on visual inputs such as RGB and pose, overlooking physiological dynamics such as muscle mechanics and often modeling actions as monolithic patterns. These limitations hinder fine-grained, biomechanically grounded feedback. We introduce MyoMechanix, a multimodal ecosystem for weight-loaded actions that aligns motion with
Planetary Prediction Engine: Autonomous Geospatial Prediction via Intelligent Data Selection and Foundation Model Embeddings
Addressing critical global challenges, from food security and disaster risk to disease outbreaks and socio-economic vulnerability, demands high-fidelity geospatial modeling. However, building predictive planetary models remains bottlenecked by a fragmented data ecosystem, requiring manual data retrieval, multimodal data curation and fusion along with iterative model selection. We present the Plane
TraceML: An Empirical Analysis of Human-Agent Planning in Machine Learning Development
Large language models write correct code for isolated problems but remain far weaker at autonomous machine-learning development, where an agent must revise data pipelines, models, and validation over hours of feedback, and on most competitions still finishes below strong human competitors. Outcome-based benchmarks record this gap but not its cause, because they grade the final submission and disca
ICON Decomposition: Multivariate Concept-Level Explanations of Deep Representations for Model Auditing
Deep neural networks often exploit spurious associations in their training data, a failure known as shortcut learning. Concept-based explainability methods screen for shortcuts by testing whether concepts such as a patient's sex or scanner settings can be decoded from a network layer. Because each concept is evaluated in isolation, these methods can mistake correlations between concepts as evidenc
SwarmWorld: Stigmergic technological evolution in societies of language-model agents
Collective intelligence can emerge when individuals coordinate through a shared environment, allowing local actions to accumulate into durable social organization. Language-model agents offer a new substrate for this process, yet most multi-agent systems rely on direct conversation, predefined roles, or centralized workflows. It remains unclear whether decentralized agents can build functional tec
The Reverse Big Push: Generative AI and Self-Fulfilling Automation
Generative AI relocates the fixed cost of automation. A model provider pays to train a frontier system, while a downstream firm rents capability by usage; the same firm must carry a continuing payroll to supply a human-augmented service. We study this asymmetry in a local service economy with household budgets and a market-clearing wage. Human augmentation earns a larger surplus from an additional
Who Delegates to AI? Evidence from 53,000 Agent Configurations
A growing literature measures how far occupations are exposed to AI, but these measures capture where AI could perform tasks, not whether workers have adopted it. We propose a new layer of exposure, delegated exposure, which records whether a worker has committed a task to AI by building it into a workflow. We operationalize it as the Agentic Adoption Index (AAI), which measures how closely an occ
Adoption of Generative AI in the Workplace: Increasing and Shifting the Balance of Productivity and Communication Activity
Generative AI is transforming the workplace by augmenting and automating cognitive tasks, reshaping how organizations work and innovate while raising questions about workplace inequality and the future of work. Despite rapid adoption, empirical evidence on how these tools alter work practices and generate productivity gains remains limited. We examine how AI use affects the quantity and nature of
MECA: A Mechanism-Centered Agent for Constructing Well-Specified and Valuable Mathematical Conjectures
Automatically constructing well-specified and valuable mathematical conjectures remains a central challenge in AI-assisted mathematical discovery. Many existing open problems and conjectures are often too broad, underspecified, or difficult to connect to plausible proof or refutation strategies. We view a mathematical mechanism as a structure or reasoning principle that connects the assumptions of
Cheaper AI, More Informality? A Dual Labor Market Model for Developing Economies
This paper studies what happens when AI gets cheaper, with emphasis on the labor market outcomes, whether it creates formal jobs or whether it pushes workers into informality. We argue that the answer depends on the elasticity of substitution between imported AI capital and formal labor. We build a small open economy DSGE model with a dual labor market, imported AI capital, and country risk, calib
Evaluating AI Models' Capability to Automate Voice Phishing Attacks
Voice phishing (vishing) attacks have traditionally been limited by the need for human operators. The rapid emergence of high-quality AI voice synthesis and large language models (LLMs) reduces this bottleneck and enables scalable, automated scams. In this paper, we conduct a large-scale survey experiment (N=4100) and qualitative interviews (N=12) to assess U.S. adults' susceptibility to AI-powere
The Economic Benefits and Costs of AI and Policies to Mitigate AI's Impact on Inequality
We examine the economic impact of increasingly productive AI and policies that spread its benefits across the economy. Improvements in AI productivity trigger labor reallocation and changes in absolute and relative wages for different types of labor. Wages of labor that is essential for building AI increase faster than overall GDP. Wages of labor that is substituted for by AI decrease in both abso
PlanSightRAG: A Visual-First Multimodal RAG for Automating Question Answering and Compliance Checking for Civil Standard Plans
Civil infrastructure compliance checking has long relied on engineers manually reading legacy 2D plans; however, OCR-based automation strips away the geometry and layout essential for interpreting these plans. We present a Visual-First Multimodal Retrieval-Augmented Generation (RAG) framework called PlanSightRAG. It indexes and reasons directly over plan imagery, integrates a ColNomic-3B multi-vec
How AI Impacts Skill Formation
AI-assistance produces significant productivity gains across professional domains, particularly for novice workers. Yet how this assistance affects the development of skills required to effectively supervise AI remains unclear.
Perspective
Opinions & Analysis
Opinion pieces and analysis, clearly labeled as perspective, not reported fact. Worth reading.