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.
We recently used DeepSeek V4 Flash as a teacher for finance tasks with GPT-OSS-120B. Distillation works well on this problem. At a constrained 8k token budget, our self-distilled 120B scores 83.61% on FinanceReasoning, above Kimi K3 (81.93%) and Inkling (65.13%). We released the 20B open weights. With V4 as the teacher though, we realized it would be time…
Article URL: https://blog.google/security/chrome-stronger-with-every-update/ Comments URL: https://news.ycombinator.com/item?id=49120097 Points: 287 # Comments: 261
Article URL: https://artificialanalysis.ai/models/deepseek-v4-flash-ga Comments URL: https://news.ycombinator.com/item?id=49120299 Points: 278 # Comments: 135
Article URL: https://geospatialml.com/posts/reviewing-ai-slop/ Comments URL: https://news.ycombinator.com/item?id=49116721 Points: 253 # Comments: 121
Article URL: https://api-docs.deepseek.com/updates/ Comments URL: https://news.ycombinator.com/item?id=49119559 Points: 467 # Comments: 236
Article URL: https://www.wsj.com/finance/investing/situational-awareness-down-67-in-july-in-ai-stock-rout-cd19901f Comments URL: https://news.ycombinator.com/item?id=49122994 Points: 71 # Comments: 75
Article URL: https://arxiv.org/abs/2607.27197 Comments URL: https://news.ycombinator.com/item?id=49121868 Points: 34 # Comments: 17
Article URL: https://tasklet.ai/careers/customer-success-engineer Comments URL: https://news.ycombinator.com/item?id=49122034 Points: 0 # Comments: 0
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…
I’ve created Burnless because I realized that we were using the context window for things that didn't need to be there anymore. I wanted to stop burning tokens with what had already happened and were no longer necessary for the next step. It was not a discovery that came later. Burnless was born to separate things. What I didn’t know yet was the size of t…
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…
Article URL: https://arxiv.org/abs/2607.28165 Comments URL: https://news.ycombinator.com/item?id=49123267 Points: 2 # Comments: 0
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
Article URL: https://raw.githubusercontent.com/langens-jonathan/blog/refs/heads/main/20260729_AgentsDefined_Part1of3 Comments URL: https://news.ycombinator.com/item?id=49112281 Points: 1 # Comments: 0
This story is wild. The short version: OpenAI were running a cybersecurity test against an unreleased model, with the model's guardrail features turned off. Rather than solve the test, the model broke its way out of OpenAI's sandbox, then found exploits to break in to Hugging Face, all so it could cheat on the test by stealing the answers. Along the way i…
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
Article URL: https://github.com/galeluka/Pennant Comments URL: https://news.ycombinator.com/item?id=49122901 Points: 1 # Comments: 0
A new field report shows how scientists use AI coding agents to modernize scientific computing, accelerating software development and discovery in genomics and beyond.