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DeepSeek V4.1-Flash-1017 vs. Claude Haiku 5.5: More accurate at a fraction of the price
DeepSeek released V4.1-Flash-1017 on October 17 as an update to its Flash model. Its change log says the update cuts

AI agent security is a lifecycle — not a gatekeeper
Enterprise security has traditionally operated on a relatively straightforward premise: establish identity, authenticate the requester, determine what that identity can
30 分钟 · The New Stack
Google turns the infrastructure behind Gemini’s agents into a cloud service
Google will soon make the infrastructure that powers its Gemini agents available to Google Cloud users in preview. Announced on
18 分钟 · The New StackLATEST STORIES
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AI found flaws in the code behind 70% of the web. The fix took two months.精选导读
PHP powers roughly 70% of the world’s websites, according to Wiz Research, so a flaw in its core engine affects
Amodei says Anthropic’s safety delay may have cost it an AI lead精选导读
Anthropic first released Mythos-class models in February 2026, but CEO Dario Amodei said it delayed broader access until June to
From feral to fiduciary: making AI agents serve your interests精选导读
Tech leaders face a dilemma as they prepare to put AI agents into production. They want the higher productivity and
AI sped up coding. Sonar instills confidence with verification.精选导读
AI coding tools can produce a striking burst of productivity — but the initial surge may not last. A Carnegie
Nvidia wants AI factories built in real factories精选导读
Nvidia wants new AI capacity to show up at the data center fully built. At its GTC Berlin conference on
Nvidia bets open models can give enterprise AI agents the context they’re missing精选导读
Every enterprise company is currently trying to figure out how to have its AI tools work with its data. Meanwhile,
Respan spent two years building on LiteLLM. One upgrade made it start over.精选导读
Respan released an open-source AI gateway written in Rust on Tuesday, after spending two years building more than 100,000 lines
“We are not forking TypeScript”: Cloudflare spearheads Rust port written by agents, for agents精选导读
Cloudflare is going all-out to ensure that AI coding agents can check their work without exhausting available computing resources, leading
Assess the entire inference stack — not just open model benchmarks精选导读
Impressive benchmark results should make it easy for engineers to select the right open model for the outcome they are








