Cerebras beats and raises outlook — stock plunges 12% anyway

Share
Cerebras beats and raises outlook — stock plunges 12% anyway

Chip earnings split the day's AI news: Cerebras beat and raised, then watched investors head for the exits — while the money behind the compute buildout quietly got itself a benchmark layer.

Cerebras reported second-quarter core revenue of $210 million, ahead of the $194 million it had guided to, raised its full-year outlook to $880–890 million — and still saw its stock plunge about 12 percent in extended trading. In the chipmaker's second earnings report since its May IPO, the market reaction says a lot about what's already priced into the wafer-scale story: a beat plus a raise wasn't enough, with a $2.89 per-share loss and the gap between core revenue and the $180.1 million GAAP figure giving investors pause. The margin drag is temporary — Cerebras has been renting back systems from an existing customer while its own data centers come online — but it's visible now, in the quarter.

CEO Andrew Feldman said AI demand is "through the roof" and that gross margins are growing because fast inference commands a premium; the company expects core gross margin to expand to 38–40 percent this quarter and sees revenue tripling next fiscal year. Cerebras also disclosed $25.4 billion in remaining performance obligations, the backlog it cites as evidence of "extraordinary future demand," with its cloud pulling in $126 million in the June quarter. The takeaway: demand is real, but so is the cost of scaling fast — and investors are now judging this stock on the second number.


Silicon Data raised $30.5 million in an initial Series A close, led by the Valor Atreides AI Fund with participation from CME Group, DRW, F-Prime, Samsung and VanEck, to build what it calls the independent benchmark layer for the AI compute economy. The New York startup publishes nine financial-grade indices tracking GPU and LLM pricing, supply and utilization — and CME plans to use its benchmarks as the reference price for a planned cash-settled GPU futures market, pending regulatory approval. Part of the round funds SiliconMark, which measures how physical GPU infrastructure actually performs: two clusters on identical chips can deliver very different output depending on networking and configuration. It's a bet that compute is becoming a commodity market — and that commodity markets need referees before they need traders.

What to watch: whether Cerebras' margin recovery shows up next quarter — and whether CME's GPU futures clear regulatory approval.

Investors sold Cerebras on a beat — is the wafer-scale story now being priced on margins instead of demand? Tell us in the comments.

Read more

Akhetonics says its all-optical CPU reaches a customer in 2026

Akhetonics says its all-optical CPU reaches a customer in 2026

Light-based computing keeps promising more than it delivers — but one Munich startup has just put a date on its bet, and the interview laying it out is doing the rounds on Hacker News this week. Akhetonics says it will deploy its first commercial machine with a major customer by the end of 2026, with several more planned for 2027. The company, founded by Michael Kissner and Leonardo Del Bino, is building a computer where data enters as light, is switched as light, and circulates through memory

The Week in AI — October 5–11, 2026

The Week in AI — October 5–11, 2026

Every big claim this week turned out to rest on fine print more interesting than the headline: revenue only the company reporting it can define, safety tests sandboxed while the product keeps the web, and a Pentagon phase-out nobody would confirm until reporters kept asking. The week's top 5 1. OpenAI's revenue was $20 billion below the numbers everyone quoted — and the gap was definitional. The Financial Times reported Thursday that OpenAI's annualized revenue runs roughly $20 billion unde

Drone strike shuts a third Yandex data center, taking YandexGPT offline

Drone strike shuts a third Yandex data center, taking YandexGPT offline

Russia's largest tech company is learning what the AI era's infrastructure war looks like from the receiving end — three data centers in four days, and with them much of the cloud layer Russian businesses run on. A Ukrainian drone strike knocked out Yandex's data center in Vladimir early Sunday morning, the third of the company's facilities hit since October 8. The site — reported at roughly 50 MW and designed for about 2,880 server racks — stopped operating completely after the attack, Yandex

Agent teams cost up to 5x more, barely score higher

Agent teams cost up to 5x more, barely score higher

The multi-agent hype train hit a benchmark this weekend — and the grid and the trucking regulators had quiet weeks of their own. Vals AI put agent teams head-to-head with single agents on its Vibe Code Bench, and the teams cost between 1.8 and 5.1 times more for almost no extra quality. The evals company ran GPT-6 Sol and Claude Opus 5.5 solo and in teams across 50 apps at two reasoning efforts; out of four comparisons, only one was statistically significant — Sol at medium effort, where the t