Enterprises lost Claude Fable 5 for a few weeks. New data shows two-thirds had already built their hedge

A new VentureBeat survey of 145 enterprises finds most have hedged their AI model strategy since the Fable 5 blackout, but ...

Trunk Tools' stack cut document review from 60 days to 10 by ditching general-purpose models

General-purpose models struggle with messy, industry-specific data. A three-layer AI stack from Trunk Tools cut document review cycles from 60 days to 10.

New Alibaba AI framework skips loading every tool, cutting agent token use 99%

A new framework called SkillWeaver tackles AI agent tool routing by skipping full-library loading, cutting token use 99% on ...

DeepSeek open sources DSpark, a new framework to speed up LLM inference by up to 85%

DSpark can make decoding faster, but acceptance quality still determines how much speed the system actually realizes.

Z.ai launches ZCode to challenge Cursor, Claude Code and GitHub Copilot in AI coding

Z.ai has launched ZCode, a free AI coding tool powered by GLM-5.2 that challenges Cursor, Claude Code and GitHub Copilot ...

Meituan open sources LongCat-2.0, the 1.6T, near-frontier agentic coding model that's been leading OpenRouter — trained entirely on Chinese chips

By registering the LongCat-2.0 repository under the open-source MIT License, Meituan positions the architecture with maximum ...

The Control Gap: Enterprise AI organizations have an ownership problem, not a technology problem — and most are governing it by hand

New VentureBeat survey data: 85% of enterprises run contested AI platforms with no single owner, and only 10% can ...

Claude Code turned every engineer into three. Now companies need more product thinkers

AI compressed the build. Fundamentals matter more, not less, and the product funnel is now where engineers earn their keep.

Prompt injection is exploiting enterprise AI's biggest design flaws by targeting agents, RAG pipelines and model routers

In 2025 and 2026, several independent sources have highlighted the same trend: Prompt injection remains one of the most ...

Anthropic is bringing back Claude Fable 5 globally after US lifts export control order — where can enterprises access it?

Frontier model launches are starting to look less like ordinary product releases and more like negotiated deployments shaped ...

New agentic memory framework uses 118K tokens per query. LangMem burns through 3.26M.

NUS researchers' MRAgent framework reduces LLM agent memory retrieval to 118K tokens per query — vs. 3.26M for LangMem — ...

Cambridge Future Tech Acquires Vest Coast Capital, Establishing Permanent U.S. Presence

CFT co-founds and builds deep tech ventures from proprietary research scouted from leading UK research institutions and ...