Products7 min read
ChatGPT's Advanced Voice Mode runs on a model with an April 2024 knowledge cutoff. The text interface runs on GPT-5.5 Instant, which is current through May 2026. Most users have no idea the two modes are running on different products — and OpenAI almost made the gap worse.
Models7 min read
Anthropic released Claude Opus 4.8 on May 28. The headline benchmark is 88.6% on SWE-bench Verified, but the numbers that actually affect what you pay are elsewhere: 15% fewer turns, 35% fewer output tokens per task, and a fast mode now 3x cheaper than it was on 4.7.
Industry5 min read
Meta began laying off 8,000 workers in May 2026 — roughly 10% of its workforce — while reporting Q1 revenue of $56.31 billion and raising its 2026 AI capex guidance to $125-145 billion. Zuckerberg said explicitly that compute and headcount are the two cost levers and that compute is winning. The industry has been implying this trade for two years. Now a major company has said it out loud.
Open source6 min read
Between April 7 and April 24, Z.ai, MiniMax, Moonshot AI, and DeepSeek each shipped an open-weight frontier coding model. DeepSeek V4 Pro now scores 80.6% on SWE-bench Verified at $0.44/M input tokens — eleven times cheaper than Claude Opus 4.7. The benchmark parity story is old news. The cost math is what's changed.
Industry6 min read
On May 19, Google DeepMind hired 20+ Contextual AI researchers — including CEO Douwe Kiela — under an $80 to $90 million talent-and-licensing deal that left the startup independent. It's the third time in two years Google has used this structure. The antitrust-avoidance playbook is now an industry template, and it's worth understanding what that means before you build a company around a capability a frontier lab might want.
Business5 min read
Anthropic is expected to close a $30B+ round this week at a $900B pre-money valuation — the second $30B raise in 2026, following February's Series G at $380B. Q2 revenue is projected at $10.9B, more than doubling Q1's $4.8B, with a first operating profit of $559M. The number looks absurd. The revenue trajectory explains most of it.
Business6 min read
Brett Adcock's AI lab Hark raised $700 million at a $6 billion valuation on May 21 — one of the largest Series A rounds in AI history for a company that has shown almost nothing about what it's building. First models come this summer. Hardware later. The secrecy is probably strategic.
Tools7 min read
Security researchers found 2,863 Google API keys — originally for Maps, Firebase, and other public services — now silently authorizing Gemini charges. Developers followed Google's decade-old guidance to make these keys public. The fix comes June 19. It is not automatic.
Policy7 min read
Pope Leo XIV released Magnifica Humanitas — the Church's first encyclical on artificial intelligence — today, May 25. Signed on the 135th anniversary of Rerum Novarum, the 1891 document on industrial capitalism and labor rights, it condemns AI-directed warfare, addresses labor displacement and AI concentration, and frames AI governance as a question of human dignity. Anthropic co-founder Christopher Olah was the only AI industry figure at the Vatican presentation.
Tools5 min read
Cursor's Composer 2.5, shipped May 18, builds on an open-weight Kimi K2.5 checkpoint and matches Claude Opus 4.7 on every major coding benchmark at one-tenth the standard-tier price. The more interesting story is what they did with 85% of the compute budget after base training.
Products6 min read
OpenAI opened ChatGPT advertising to any US business this month. If you use ChatGPT at all — even just sometimes — the way it answers you is about to change. Here's what's happening, why it's not quite like Gmail ads were, and four practical adjustments worth making.
Open source5 min read
Mistral released Medium 3.5 on April 29 — 128B dense, 77.6% on SWE-bench Verified, 256K context, $1.50/$7.50 per million tokens. Devstral 2 and Magistral are both retired into this one checkpoint. Here's what that means if you're building on the Mistral stack.
Research6 min read
On May 20, OpenAI's internal reasoning model produced a 125-page proof disproving the Erdős unit distance conjecture — open since 1946. Tim Gowers verified it. Will Sawin refined it. Here's what the result actually tells us about AI and mathematics, and what it doesn't.
Industry6 min read
Anthropic will pay xAI $1.25 billion per month through May 2029 — roughly $45 billion total — for access to the Colossus cluster's 220,000-plus NVIDIA GPUs and 300 megawatts of power. Disclosed in SpaceX's IPO filing. Elon Musk approved it.
Safety6 min read
Anthropic's initial update on Project Glasswing is out: Claude Mythos Preview found over 10,000 high- and critical-severity zero-days in one month across every major OS and browser. It's an extraordinary number. The bottleneck is now patching.
Business5 min read
OpenAI confidentially filed its S-1 on May 22, targeting a Q4 2026 listing at up to $1 trillion. Revenue is $25B annualized. Losses are $1.22 for every dollar earned. One of those numbers has to change.
Products6 min read
ChatGPT Pro users in the US can now link financial accounts via Plaid — balances, transactions, investments, liabilities, all readable. OpenAI did two fintech acqui-hires in six months to build this. Here's what the feature does, what it can't do, and what OpenAI is actually building toward.
Business5 min read
Anthropic projects $10.9B in Q2 revenue and its first operating profit of $559M. Less than a year ago they were telling investors 2028 was the earliest. Here's what's real in the number and what's accounting.