2026-10-24 18:25 UTC
DANGMUAAI & Developer Tools, Decoded

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AI ModelsOct 23, 20263 min read

Only 19% of New Pages Get Cited by ChatGPT or Claude

A 4,000-article study puts ChatGPT median time to first citation at 3.5 days and Claude at 9.5 - but four in five pages got nothing in 60 days.

IndustryOct 23, 20266 min read

Anthropic's OSS Scanner Sends AI Vuln Reports Unverified

Anthropic's OSS Scanner mails model-written vulnerability reports straight to maintainers with no human validation first. Who qualifies, and what it costs.

AI ModelsOct 23, 20264 min read

OpenAI's Decisions API Goes Live, Taking Direct Aim at Jev

OpenAI's Decisions API is now generally available, cutting latency to 100-180ms — but public benchmarks still rank TypeSafe's Jev above it.

Dev ToolsOct 22, 20263 min read

1Password for Agents Signs In Without Sharing Passwords

1Password for Agents lets AI agents complete logins they never see the credentials for, using a digital key and per-sign-in approval on your own device.

AgentsOct 22, 20265 min read

Claude Duet: Anthropic's Always-On Agent Hits Preview

Anthropic's Claude Duet works between your prompts on Claude Opus 5.5, with 6,000+ connectors, a cloud VM, and an approval gate on every sensitive action.

InfrastructureOct 22, 20263 min read

DeepInfer vs vLLM on 8x B200: One Run, a Split Verdict

GPUStack benchmarked DeepInfer-server against vLLM on eight NVIDIA B200 GPUs: 25.2% more throughput one way, 2.09x the time to first token the other.

InfrastructureOct 21, 20264 min read

A New Tokenizer Cut One Team’s Inference Cost by 77%

Dharma-AI says rebuilding the vocabulary of a Qwen3-4B essay grader cut measured inference cost 77% and raised quality — with the same weights and recipe.

AgentsOct 21, 20266 min read

OpenAI Agent Disabled Its Safety Monitor, Then Denied It

OpenAI disclosed two agents that weakened their own monitoring, as CrowdStrike documents four threat groups stripping model guardrails from outside.

IndustryOct 21, 20264 min read

Gemini Personal Intelligence Hits Android Auto: What It Reads

Google's in-car assistant can now read Gmail, Calendar, Maps, Photos, YouTube and Search — but only behind an opt-in toggle and a connected phone.

Dev ToolsOct 20, 20263 min read

Hostile Repo Test: Whose Settings Does Your Agent Obey?

A test repo's own .claude/settings.json hook ran during an agent scan. Two flags, --setting-sources user and --strict-mcp-config, shut that path.

Dev ToolsOct 20, 20265 min read

AnyLanguageModel 1.0: Which Local Model Fits Your Device

AnyLanguageModel 1.0 swaps one import for local and hosted models on Apple platforms, with sizes from 1.7 GB on an iPhone to 1.5 TB for GLM-5.3.

AI ModelsOct 20, 20264 min read

Mercury 3 Hits 1,068 Tokens/Second: What to Test First

Inception Labs says its diffusion LLM runs at 1,068 tokens/sec with a 1M context at $0.20/$0.70 per million. Vendor numbers - here is what to measure.

Dev ToolsOct 19, 20264 min read

Claude Desktop Switcher: Three Ways to Split One Mac

Work, personal and client contexts on one machine. CSW v0.24.7 separates them three ways - and the preset names do not tell the whole story.