OpenAI's agents outwork its own researchers

OpenAI published internal measurements of how far coding agents have taken over its own research. As of mid-August the research organization used 3.1 agent-workdays of effort for every workday of human labor, up from below one in June, with the median researcher spending more than $600 a day on inference at API prices. OpenAI says it has met its goal of an automated research intern by September and is aiming at a full automated AI researcher by March 2028. Agents still need steering: more than half of successful four-to-eight-hour tasks took at least one human intervention.

The same morning, OpenAI chief scientist Jakub Pachocki published a personal essay arguing that the current pace of progress could carry into recursive self-improvement, and that nobody has caught up to it. "I am concerned no one is prepared for the consequences of a continued rapid rise in machine intelligence," he writes. He describes modern AI as grown more than designed, a system whose overall behavior escapes full description, and commits OpenAI to withholding further scaling on its own where needed — while arguing that restraint by a single lab is not enough and broader intervention is required.

Anthropic's copyright settlement covers the authors of nearly 500,000 titles at $3,000 per pirated work, split evenly with the publisher when a book is still in print and paid in full to the author when rights have reverted. Writers now report publishers claiming books whose rights returned years ago, and claiming the full amount where they are owed half. Literary agencies are filing claims too, though agents hold no rights in the books they sell. The Authors Guild blames record-keeping rather than malice.

HyperVault, a subsidiary of Tata Consultancy Services, will build an AI data center campus on more than 250 acres in Hyderabad, with investment of up to 700 billion rupees, or about 7.4 billion dollars. The headline one-gigawatt figure arrives only at full buildout, with construction phased against customer demand and an inauguration targeted for mid-2028. Telangana officials put job creation at roughly 7,000 direct and indirect. It ranks among the largest single AI infrastructure commitments announced in India.

The Financial Times reports that Atoms, the industrial-robotics company founded by Uber co-founder Travis Kalanick, is preparing a hiring push and acquisitions aimed at the autonomous-vehicle market, and has talked with Uber about using its robotaxi technology. Uber has already invested $100 million in Atoms. The company has not announced the move itself, so this is reported direction rather than a launch, though it fits both Kalanick's "unfinished business" framing and the Atoms purchase of autonomous-mining startup Pronto.