Inference news

Cerebras and Gimlet plan a faster AI cloud

The partners say a future service could reach 3,000 tokens per second. Its first CS-4 data centre is planned for later this year.

Cerebras and Gimlet Labs announced an inference-cloud partnership on September 28. Gimlet will connect its software with Cerebras wafer-scale computers. The companies say the service could deliver up to 3,000 generated tokens per second for agents and real-time apps. The first Cerebras-powered Gimlet data centre is expected later in 2026.

Jev returns a choice and a probability in under a second

How the model works inside is still a secret.

Jev reads a piece of text and answers questions whose possible answers the developer defines. It can pick an option, rate something on a scale, or give the chance that a statement is true. TypeSafe has not published the model’s design or size.

Positron’s $875 million round backs memory-first AI chips

Production is still planned for 2027.

Liberty Global joined a funding round that values Positron at $5 billion. The company says its design avoids scarce high-bandwidth memory, but its next chip has not entered production.

AI agents impress, but can companies make money from them?

AI agent demos can look great, but real work also includes errors, checks, and retries. These extra steps can make each useful result expensive.