Tools & ProductsNews
14-inch MacBook Pro with M6: local LLM claims and price
Apple's 14-inch MacBook Pro with M6 claims 25% faster AI workloads than M5, with up to 32GB memory. Price from $1,999, ship date and what to check.
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Infrastructure & ChipsNews
vLLM's 10 new CVEs: SSRF, engine crashes, fixes by version
Ten vLLM flaws got CVE IDs on Oct 25. One SSRF can leak KV-cache data, the rest crash or exhaust the engine. Fixed in 0.24.0 to 0.32.0.
Tools & ProductsNews
Brotli RCE flaw hits Node.js, Python, Envoy: what to patch
A Brotli decoder bug lets crafted compressed data corrupt memory. Fixed Node.js, Python, Bun and Envoy versions, who found it and workarounds.
Tools & ProductsNews
Claude Duet's safety post: how its checks and approvals fit
Anthropic's follow-up on Claude Duet explains its separate action check, approval limits and credential handling. What it answers and what is still open.
Models & LLMsNews
Kimi K3.1 Pro: 3T open-weight model, weights due by Nov 4
Moonshot's Kimi K3.1 Pro is live in its apps and API, with weights promised by Nov 4. Self-reported benchmarks, its cyber-data removal and what to check.
ResearchNews
Claude wrote formal proofs for 123 open-source libraries
Anthropic and Theorem had Claude prove 239 entry points crash-free at the RISC-V binary level. What was proved, what it assumes and where it falls short.
Infrastructure & ChipsNews
eMudhra exits TLS certificates as root programs press for answers
eMudhra is leaving the global SSL/TLS business days after its CA keys failed. What it said, how Chrome and Mozilla replied, and what is still open.
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Compute, hardware and running AI models.
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Latest analysis
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Tools & ProductsAnalysis
Claude Code mods: what 1,017 community mods can reach
A community catalogue now lists 1,017 Claude Code mods and what each can touch. What the numbers mean, what people build, and what to check before installing.
Models & LLMsAnalysis
Decision models after Jev: who shipped what, and how to read the claims
In under three weeks Jev has drawn Cloudflare, Perplexity, Strands and OpenAI. A comparison of the field, what each reports, and how to read the numbers.
Agents & AutomationAnalysis
FDE-Bench: can an AI agent deploy software that actually works?
A close look at FDE-Bench's 136 Docker, Compose and Kubernetes tasks, seven-model results, fresh-replay grading, failure stages and the limits of its human comparison.
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