Urgent.News

What's breaking now, across thousands of outlets.

AI

Cerebras Has a $25.4 Billion Backlog, and One OpenAI Agreement Is Behind Much of It

The AI computing specialist's latest results were strong. The real story is a backlog worth almost 29 times this year's expected revenue.

Cerebras Systems, an artificial intelligence (AI) computing specialist, reported a remarkable second quarter, with its non-GAAP revenue surging 103% year-over-year to $209.9 million. Management further raised its full-year revenue outlook to a range of $880 million to $890 million in adjusted revenue. However, the most striking figure from the company's August update was its backlog of contracted work, amounting to $25.4 billion in remaining performance obligations.

This staggering backlog is nearly 29 times Cerebras' projected revenue for all of 2026, primarily driven by data center costs passed on to OpenAI through one significant agreement.

Brief written by urgent.news from Motley Fool's own syndicated text. Machine-written — may contain errors; check the original before relying on it.

Read the original at fool.com →

More in AI

Give Your Coding Agent Eyes

Every coding-agent session starts blind: your agent rediscovers how your features work, and sometimes guesses wrong. AGENTS.md is the usual fix, but it loads every fact into every session — too thin…

  • Coding agents begin sessions blind, needing feature rediscovery.
  • AGENTS.md file loads relevant info, but can be sparse or heavy.
  • Catalog system improves efficiency by storing feature notes.

Backtest 63.7%, production AUC 0.51 - a postmortem

Originally published at nbaproplab.com/learn/model-postmortem . A model that looks excellent offline and random in production is usually blamed on the serving code.

  • Model achieved 63.7% hit rate and 0.56 AUC in offline testing
  • Performance degraded to coin flip (AUC of 0.51) in production
  • Missing calibration snapshot caused train-serve mismatch

More from Saturday 5 September →