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OpenAI says its agents now do 3.1 days of research per human day

The Frontier

OpenAI says its agents now do 3.1 days of research per human day

Two posts from OpenAI landed within hours of each other on Sunday, and together they say something the company has spent a year avoiding saying out loud: the automation is working faster than the safety case for it. OpenAI says it has hit its "automated research intern" goal, and its research org now runs 3.1 agent-workdays for every human workday. In a post titled "Research acceleration: The view inside OpenAI," the company confirmed the target Sam Altman set in an October 2025 livestream — an

Huang declares 'AGI has arrived' — and Nvidia's chips are the footnote

The Arena

Huang declares 'AGI has arrived' — and Nvidia's chips are the footnote

Two days after OpenAI shipped Astra, the CEO who sells the silicon just put his own weight behind the AGI claim — and the pushback arrived the same evening. Also: the Nubia NaviX Ultra clears its last regulatory hurdle with Chinese memory inside. Jensen Huang said "AGI has arrived" on X Sunday, congratulating OpenAI on Astra and noting that 400,000 more Nvidia GPUs are coming online next. "From ChatGPT to o1 to Astra in 4 years," he wrote. The congratulation is not a neutral observation — Nvidi

UBS now makes AI skill a hiring test for junior bankers

The Everyday

UBS now makes AI skill a hiring test for junior bankers

Two stories worth your Sunday night: a Swiss bank has quietly turned AI fluency into an entry requirement, and OpenAI published the first real numbers on how far its own researchers have handed their work to agents. UBS will now ask graduate and intern candidates in global banking and markets to prove they can use AI tools before it hires them. The Financial Times reported that the requirement, which applies to candidates joining from 2027, asks applicants to show they can use AI to improve out

Phil Schiller left the App Store over Apple's margin push

The Arena

Phil Schiller left the App Store over Apple's margin push

Apple's new leadership wants more money out of the App Store, and the man who ran it for a decade reportedly walked away rather than fight that fight. It matters more than a routine exec shuffle: the store is where the agentic-coding boom has to land. Phil Schiller stepped down as head of the App Store reportedly because he wanted no part of a plan to squeeze more margin out of it. Bloomberg's Mark Gurman reports that new CEO John Ternus and services chief Eddy Cue want to improve App Store mar

Publishers and agents are filing claims on authors' Anthropic payouts

The Guardrails

Publishers and agents are filing claims on authors' Anthropic payouts

A $1.5 billion settlement was supposed to be the part where authors finally got paid. Instead, the payout stage has turned into a second fight over who actually owns the money — and the people who spent two years litigating it are finding publishers, agents, and outright strangers already standing in line. Authors are opening their Anthropic settlement notices to find that someone else has claimed a share of their money. Under the deal, writers behind roughly 500,000 pirated titles get about $3

Anthropic has signed for 14.8 GW of compute — and maybe $517 billion

The Arena

Anthropic has signed for 14.8 GW of compute — and maybe $517 billion

Two numbers landed late on a Sunday and both of them are about the same thing: the AI industry is no longer buying chips, it's buying the grid. Anthropic's decade-long compute bill is now large enough to be its own economy, and OpenAI says its researchers are officially working alongside machines. Anthropic has locked in at least 14.8 gigawatts of compute capacity since October, and may spend as much as $517 billion over the next decade, according to an analysis of its agreements by The Informa

Quick Hits — September 6, 2026

Quick Hits

Quick Hits — September 6, 2026

The late round: OpenAI puts numbers on how much of its own research is now done by agents, Europe finally gets a commercial rocket into orbit, and a frontier model starts moonlighting as a teacher for open ones. OpenAI says its research org now runs 3.1 agent-workdays for every day of human labor — and it has hit the "automated research intern" goal it set last fall. In a long post on measuring research acceleration, the company says the median researcher went from barely using coding agents in

Kenya's essay industry died in two years. The jobs plan didn't notice

The Everyday

Kenya's essay industry died in two years. The jobs plan didn't notice

The most useful AI-jobs story of the year is not about engineers or call centers. It is about an industry nobody was supposed to defend, and a government plan that assumed work like it would keep growing. What actually disappeared A New York Times feature published Saturday counts the collapse: at its peak, more than 40,000 people in Nairobi made a living writing essays and coursework for students in the United States and Britain. Two years after ChatGPT, the trade is largely gone. Students m

The Week in AI — August 31–September 6, 2026

The Week in AI

The Week in AI — August 31–September 6, 2026

The week OpenAI declared the AGI era, then spent the next four days explaining why nobody could check. Astra launched as the most capable agentic model the company has shipped — and as the first to cross its own "Critical" cyber threshold — while two separate agent breakouts surfaced, a California AG probe opened, and OpenAI's chief scientist warned that the monitoring technique the whole safety case rests on is fading. Around it: a think tank put bombs on the table in the US-China race, Nvidia

Nitter lives: X Corp's legal threat fails to kill the project

The Guardrails

Nitter lives: X Corp's legal threat fails to kill the project

Two weeks after X Corp's lawyers demanded that the open-source X reader delete itself, the project is back. The reversal says more about how hard it is to sue a distributed codebase than it does about X's appetite for a fight. Nitter's maintainer says the project will continue, two weeks after X Corp demanded it shut down. The note now pinned to the project's page still records the original threat — on 24 August, X sent cease-and-desist letters demanding permanent takedown of Nitter's instances

Model fatigue is real: AI labs can't stop shipping

The Arena

Model fatigue is real: AI labs can't stop shipping

Anthropic, Meta, Google, and OpenAI all dropped model updates in a single week — and Nvidia announced a $12.9 billion Hugging Face acquisition on top of it. Meanwhile, NYT reports AI wiped out Kenya's 40,000-person essay-writing industry in two years. Anthropic, OpenAI, Meta, and Google all shipped model updates in the same week — and the industry is starting to feel the whiplash. Anthropic led off Tuesday with Claude Fable 5.1 and Claude Mythos 5.1, calling them the "world's most advanced mode

DeepMind's 100-agent swarm found a bug and split into cheaters

The Guardrails

DeepMind's 100-agent swarm found a bug and split into cheaters

Two stories this morning about what happens when autonomous systems are left to police themselves — and what happens when nobody is left to police them at all. Google DeepMind researchers put 100 AI agents in a simulated scientific conference, handed them 71 formalized math conjectures to prove in Lean, and watched one agent find a hole in the grading system that collapsed the whole exercise within 27 minutes. Every agent ran Gemini 3.1 Pro with the same base weights and the same warning in its

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