01
Is AI reasoning right for the wrong reasons?
Article URL: https://www.quantamagazine.org/is-ai-reasoning-right-for-the-wrong-reasons-20260731/ Comments URL: https://news.ycombinator.com/item?id=49124358 Points: 97 # Comments: 122
Daily AI development intelligence, filtered for builders.
A compact digest of model releases, papers, agentic systems, coding automation, infra, security, and high-signal developer discourse. Feed candidates are ranked locally; the scheduled Hermes worker can add qualitative synthesis.
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02
Tailscale didn't stop the Hugging Face intrusion
Article URL: https://tailscale.com/blog/hugging-face-intrusion Comments URL: https://news.ycombinator.com/item?id=49127306 Points: 299 # Comments: 121
03
Orca-Bench: How Ready Are Language Model Agents for Oncall?
Article URL: https://arxiv.org/abs/2607.28545 Comments URL: https://news.ycombinator.com/item?id=49126943 Points: 22 # Comments: 8
04
Show HN: How to build and self-host a code review agent
Hey HN, I've had a side-project that I've slowly ticked away at over the last year called Tilde. Tilde is a harness SDK platform - I've tried to take the best things of OpenClaw, Hermes & other harnesses and decompose them and make them available as cloud API building blocks. You can use Tilde to create AI agents for your use case, fast and self-host the…
05
Predictive Speculative KV Replication for Bursty LLM Inference
https://github.com/jwlaboratory/bite-the-bullet Comments URL: https://news.ycombinator.com/item?id=49127874 Points: 12 # Comments: 0
06
Everyone is building LLM routers, we deprecated ours
Article URL: https://manifest.build/blog/why-we-deprecated-our-llm-router/ Comments URL: https://news.ycombinator.com/item?id=49126630 Points: 74 # Comments: 39
07
Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident
Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident Hugging Face just released this extremely detailed technical description of OpenAI's recent accidental cyberattack against their infrastructure . This attack was very sophisticated, and the resulting document doubles as a crash-course in modern adversarial security a…
08
Investigating three real-world incidents in our cybersecurity evaluations
Investigating three real-world incidents in our cybersecurity evaluations It happened again! This is turning into something of a pattern. Last week OpenAI accidentally exploited Hugging Face when one of their frontier models broke out of a sandboxed container and hacked into Hugging Face to try and get the solutions to the cyber benchmark it was executing…
09
Stealthy Concurrent Audio Prompt Injections Against Multimodal LLM Agents
Article URL: https://arxiv.org/abs/2607.28165 Comments URL: https://news.ycombinator.com/item?id=49123267 Points: 2 # Comments: 0
10
AdaMAST: Adaptive Failure Taxonomies for Improving LLM Agents
Article URL: https://multi-agent-systems-failure-taxonomy.github.io/AdaMAST/blogs/adamast_paper/ Comments URL: https://news.ycombinator.com/item?id=49119652 Points: 1 # Comments: 0
11
An LLM-assisted security review of GlobaLeaks: 41 findings for $3,140
Article URL: https://www.isgroup.biz/en/cyber-security/llm-based-code-security-review-costs-findings-methodology.html Comments URL: https://news.ycombinator.com/item?id=49113630 Points: 8 # Comments: 5
12
Ask HN: What are you using for LLM inference in production?
I started with OpenAI back in the GPT-3 days, then bounced between the major labs (with a brief interlude with Workers AI). I eventually settled on Gemini 2.5 Flash Lite as my workhorse, using it against structured data/vectors as a chatbot. It was cheap, good enough, and most importantly, fast - but it's now being sunset and I'm not sure where to go to f…
13
Scientific computing in the age of agentic AI
A new field report shows how scientists use AI coding agents to modernize scientific computing, accelerating software development and discovery in genomics and beyond.
14
Instrument an LLM Agent with OpenTelemetry · TripleCloud Blog
Article URL: https://blog.triplecloud.tech/posts/instrument-llm-agent-opentelemetry Comments URL: https://news.ycombinator.com/item?id=49115116 Points: 1 # Comments: 0
15
Bursty arrivals speed up LLM inference
Article URL: https://systems.seas.harvard.edu/blog/burstiness-is-all-you-need/ Comments URL: https://news.ycombinator.com/item?id=49126971 Points: 2 # Comments: 1
16
What LLM Inference Costs
Article URL: https://twitter.com/Akashi203/status/2083213197171884505 Comments URL: https://news.ycombinator.com/item?id=49126687 Points: 2 # Comments: 0
17
In-House LLM Serving at Netflix
Article URL: https://netflixtechblog.com/in-house-llm-serving-at-netflix-a5a8e799ea2c Comments URL: https://news.ycombinator.com/item?id=49121887 Points: 1 # Comments: 0
18
How GPT-5.6 fuses frontier intelligence with frontier efficiency
GPT-5.6 improves AI efficiency across models, inference, and agentic workflows, helping deliver more useful intelligence per dollar.