240 summarised stories about Model Deployment, each linking back to the original source. Browse all topics →
SiliconANGLE 1 week ago 40
Vast said it is using tiered storage to reduce AI agent memory pressure by offloading KV caches from GPUs during long-running sessions. It noted that a half a million token session can use one-tenth to one-twentieth of a GPU’s memory. This shifts inference from being limited by GPU memory to a distributed setup using GPU, CPU, and persistent storage, enabling scheduling across a machine fleet.
Colin Armstrong 1 week ago 22
A developer built heade.rs, a domain lookup tool, after finding existing free options slow and focused on selling rather than usability. The first version was deployed to Cloudflare after about an hour and three prompts. Paying for itself became less necessary, letting the author ship a polished personal app without optimizing for search or upsells.
SiliconANGLE 1 week ago 21 ● 2 sources
Utah approved Nolla Health to run a pilot in which an AI agent can automate acne prescription refills with limited physician involvement. The pilot is planned in three stages, starting with 100 patients where physicians approve every AI-generated prescription before it goes to users. If the early checks show no serious problems, the process expands to AI issuing prescriptions directly for the next 500 patients and ending with monthly review of at least 10% of automated prescriptions.
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TLDRocket
15 October 2026
Anthropic’s IPO filing message landed with unusually crisp numbers: in the three months ended September, the company reported $16.8 billion in revenue, up 45% sequentially, and said it reached adjusted profitability for the first time. Ahead of an expected November listing, that combination—rapid top-line growth plus a path to profits—turns Anthropic into more than a product story. It becomes a benchmark for how investors should price the next wave of frontier model companies, especially as capital markets start to ask for financial discipline, not just impressive demos.
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