News
AI, cybersecurity, machine learning, scraping & programming news.
Inference Is the Last LLM Moat
The conventional wisdom about AI companies' competitive advantages focuses on model quality, training data, and research talent. A growing argument suggests the real differentiator is far more mundane: the infrastructure that runs...
We struggled with DevOps, so built a open source agentic platform just for this
DevOps remains one of those disciplines where experience does not guarantee comfort. A developer with 150 completed projects described the breaking point this week: endless compatibility fixes, mysterious server failures, and vuln...
Anthropic CEO renews call for AI slowdown as Nvidia's urges acceleration
The tension between building AI fast and building it safely played out on stage at Salesforce's Dreamforce conference in San Francisco this week, where two of the industry's most prominent CEOs offered starkly different prescripti...
The Bad Guy with an AI Named Claude
Anthropic published a detailed report this week cataloging misuse attempts against its Claude model spanning eight months, from December 2025 through August 2026. The report covers seven categories of harm, from cyber espionage to...
Show HN: SeaSearch – Lightweight, S3-backed multi-tenant search engine
The search infrastructure most teams run today is Elasticsearch, and for good reason. It handles full-text search at scale, has a mature ecosystem, and its API has become the de facto standard. But Elasticsearch carries architectu...
Divide, Consult, Conquer: Capability Laundering Through Aligned LLMs
A new research paper submitted to arXiv this week describes an attack method that undermines the core assumption behind large language model safety: that refusing harmful requests prevents harm. The technique, which the authors ca...
Agentic Societies Need a Social Harness
When AI Agents Talk to Each Other, They Need More Than a Protocol Imagine two AI agents, each working on behalf of a different person, trying to schedule a meeting. One has access to its principal's calendar. The other has access...
You Shall Not Pass into Ring-0! A User Privacy-Friendly Anti-Cheat Architecture for Personal Computers
Anti-Cheat Software Spies on Players. This Architecture Stops That. When you install a competitive game like Valorant or Fortnite, you also install kernel-level anti-cheat software. Riot Vanguard, Easy Anti-Cheat, BattlEye, and FA...
When Should LLMs Abstain? Chain-of-Self-Questioning for Selective Risk Control
LLMs Should Know When to Say "I Don't Know" Language models are fluent by default. Ask them a question they cannot answer, and they will produce something that sounds right, reads well, and might be completely wrong. In healthcare...
Verifiable Social Reasoning for LLM Assistants
Why Your Chatbot Can't Read Between the Lines When you tell your LLM assistant that a coworker seems a little too eager to help, you're giving it a subjective, filtered, emotionally loaded account of reality. The assistant never s...