AI
Research on artificial intelligence, machine learning, and their applications across industry, society, and policy.
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State Farm’s AI Push Sparks Fears of Mass Job Losses: What 19,000 Agents Just Learned, How Social Media Reacted, and What the Economics Actually Say
State Farm is replacing the contracts of 19,000 independent agents with a single new agreement that mandates daily AI use, cuts commissions by a reported 35 to 40 percent, and ends health and retirement benefits. A neutral economic look at what was announced, how agents are reacting on X, Facebook, Reddit, and TikTok, and whether… Continue reading
agent commissions, AI commission impact, AI job losses, AIPP deferred compensation, BLS insurance jobs, BofA insurance AI, captive agent model, Household Story, independent contractor agents, insurance industry AI, insurance layoffs, insurance modernization, Jon Farney, Navi AI assistant, Next Gen Good Neighbor, OpenAI partnership, Progressive auto insurance, State Farm, State Farm AI, STEP exit program -
AI Layoffs: Real Cause or Convenient Excuse? What the Data on Pandemic-Era Overstaffing Actually Shows
AI was cited in 40 percent of US layoff announcements in May 2026. The Federal Reserve says only 1 percent of services firms actually laid off because of AI. Oxford Economics puts the true share at 4.5 percent. Marc Andreessen calls AI the silver bullet excuse for a pandemic overstaffing correction. An economic analysis of… Continue reading
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When a Toilet Maker Becomes a Chip Supplier: How AI Is Reshaping Manufacturing in 2026
A 108-year-old toilet maker is sending more than half its capex to chip ceramics. A construction firm has watched data centers swell from 15% to 40% of its portfolio. A bankrupt shoe brand sold for $39 million surged 600 percent on a press release. Five case studies that separate substantive AI pivots from financial engineering. Continue reading
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The Strong Jobs Report Hides a Quieter Story: AI Is Erasing 16,000 US Jobs Every Month
The US added 172,000 jobs in May 2026, more than double the consensus forecast. Beneath the headline, Goldman Sachs has quantified a quieter reality: AI substitution is eliminating 25,000 jobs monthly while augmentation creates 9,000, for a net loss of 16,000. Gen Z is taking the brunt. An economic analysis of what the BLS data… Continue reading
AI augmentation, AI displacement, AI jobs, AI substitution, BLS, Center for American Progress, Elsie Peng, entry level jobs, Federal Reserve, Gen Z, Goldman Sachs, Joseph Briggs, labor market, May 2026 jobs report, NY Fed, occupational downgrading, Tech layoffs, unemployment, wage scarring, Yale Budget Lab -
How Anthropic Took the Throne: Inside the Valuation Arc That Made Series A Investors a Thousand Times Richer
Anthropic filed confidentially for an IPO on June 1, 2026, at a $965 billion private mark. The Series A investors who put $124 million in five years ago now hold paper positions worth over 1,000x their original cost basis. An economic analysis of who profits, how the throne changed hands, and what the IPO will… Continue reading
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How Anthropic Passed OpenAI: A $965 Billion Bet, a Personal Feud, and Two Theories of AI
In May 2026, Anthropic disclosed a $65 billion Series H at a $965 billion valuation, surpassing OpenAI to become the highest-valued private AI company in the world. The path from $4 billion to $965 billion in three years runs through a personal feud, a public refusal to hold hands, and a fundamentally different theory of… Continue reading
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Stanford’s 2026 AI Index Report: U.S.-China Gap Closes as AI Investment Surges
Stanford’s 2026 AI Index Report reveals the U.S.-China AI capability gap has effectively closed, private investment hit $285.9 billion, and global AI development has entered a new equilibrium. Continue reading
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Trump Calls Off AI Executive Order Hours Before Planned White House Signing
President Trump cancelled a planned executive order on artificial intelligence hours before a White House signing ceremony, abandoning what appeared to be a centrepiece of his administration federal AI regulatory agenda. Continue reading
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MIT Iceberg Index Reveals How AI Really Threatens American Jobs
An MIT research team has published the Iceberg Index, a comprehensive mapping of 923 occupations and 32,000 skills that reveals how AI capabilities overlap with the American workforce in ways that traditional automation studies miss. Continue reading
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The Silver Bullet Excuse: Are AI Layoffs Justified, or Just the Most Convenient Narrative in Tech?
Tech CEOs are now framing every layoff as an AI decision. The economic case is real in some companies, threadbare in others, and politically convenient nearly everywhere. The data shows which is which. On May 20, 2026, Meta Platforms terminated approximately 8,000 employees, roughly 10 percent of its workforce. Chief executive Mark Zuckerberg framed the… Continue reading
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AI Scans 400,000 Reddit Posts to Reveal Hidden GLP-1 Side Effects
Researchers at the University of Pennsylvania used artificial intelligence to analyze hundreds of thousands of Reddit posts and uncovered symptoms linked to Ozempic and Mounjaro that clinical trials may have missed. Continue reading
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The Model Too Dangerous to Release: Inside Claude Mythos
The Announcement That Changed Everything On April 7, 2026, Anthropic made a disclosure that sent shockwaves through Washington, Silicon Valley, and the cybersecurity community. The company had trained a large language model called Claude Mythos Preview that could autonomously discover and exploit previously unknown vulnerabilities in the world’s most critical software. The model found thousands… Continue reading
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When Productivity Punishes the Profession: AI Coding, Tech Layoffs, and the Software Engineering Labor Market in 2026
AI made coding easy for everyone. The labor market for software engineers has not adjusted gracefully. On the May 1, 2026 episode of Bloomberg’s Wall Street Week, host David Westin framed the central paradox of this technology cycle in a single sentence: “AI made coding easy for everyone, and that’s the best and worst thing… Continue reading
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How a Five-Year-Old AI Lab Became Wall Street’s Partner, the Pentagon’s Adversary, and Washington’s Test Case
In ninety days, Anthropic released a model too dangerous to publish, sued the U.S. government over a Pentagon ban, and signed a $1.5 billion deal with Wall Street. The story of how a five-year-old AI startup got here, and what it means for the next phase of artificial intelligence. On May 4, 2026, three storylines… Continue reading
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OpenAI’s Pre-IPO Stress Test: What WSJ’s Report on Missed Revenue and User Targets Really Means
The Wall Street Journal reported on April 27, 2026 that OpenAI has missed its own internal targets for both new user acquisition and revenue, with CFO Sarah Friar privately telling colleagues the company may not be able to fund its computing commitments if growth does not accelerate. The numbers behind the story reveal a startup… Continue reading
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Rising Tides: MIT Study of 17,000 Worker Evaluations Reveals AI Is Coming for Every Job Simultaneously
A landmark MIT study of 17,000 worker evaluations across 3,000 real-world tasks reveals that AI is not replacing jobs in sudden waves of disruption. It is rising steadily across all occupations at once. By 2029, AI models will likely complete 80% to 95% of text-based work tasks at minimally sufficient quality. The implications for workers,… Continue reading
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The Great Unbundling: Every Major AI Company Is Now Building Its Own Chips
With Anthropic now exploring custom silicon, every major AI company is building or planning its own chips. The question is no longer whether Nvidia’s monopoly will erode, but how fast and what it means for the $200 billion AI chip market. On April 9, 2026, Reuters reported that Anthropic, the creator of Claude and one… Continue reading
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Google’s TurboQuant: The Algorithm That Shrinks AI Memory by 6x and Rattled the Semiconductor Market
Google Research has published a compression algorithm that reduces AI memory usage by 6x with zero accuracy loss. The internet is calling it “Pied Piper.” The semiconductor market lost billions in hours. Here is what TurboQuant actually does, why it matters, and what it changes. On March 25, 2026, Google Research published TurboQuant, a compression… Continue reading
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The Cowgorithm: How Halter’s AI Collar Is Rewriting the Rules of Ranching
A New Zealand startup puts solar-powered AI collars on cows, replaces physical fences with algorithms, and just doubled its valuation to $2 billion with Peter Thiel’s Founders Fund leading the round. Halter’s 600,000 collars have created 11,000 miles of virtual fencing in the U.S. alone, saving an estimated $220 million in infrastructure costs. This is… Continue reading
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Physical AI Are Transforming Restaurant Work
White Castle’s Flippy robot fries chicken nuggets and french fries during peak hours for $5,000 a month. Chipotle invested $25 million in automated makelines. Sweetgreen deployed robotic kitchens in 20 locations. Yet the BLS projects overall cook employment to grow 5% through 2034, even as fast food cook positions decline 13.5%. This analysis examines what… Continue reading