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Recent ai headlines from Hacker News (AI / LLM).
Prompt: The Next AI Challenge Isn't the Model. It's the Organization

AI use policy for my essay writing
There's been a recent call from @dynomight to declare whether and how you're using AI to write your essays. That seems…
This July I Was Fired from Simple AI (A Deeply YC Company)
26 Jul 2026 5 min read This July I Was Fired From Simple AI (a deeply YC company) happy Sunday!idk the right term to…
Who's afraid of open source AI?
Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on…
DROS-VEP – A <1μs C-ABI binary circuit breaker for AI agents
🛡️ DROS-VEP Lite: Open-Source AI Agent Security Benchmark Environment "Can your AI Agent safely operate inside a real…
China considers tighter export controls on AI models and chips
Reviewing AI Code Is Not a Viable Argument
Reviewing AI Code Is Not A Viable Argument 18 Jul 2026 - Thomas Depierre I am a skeptic of the utility of LLM in…
International Olympiad in AI opens an official medal track for AI systems
Within 24 hours of the Day One and Day Two session, registering AI systems will be able to see their private…
Show HN: OpenSmith – Trace LLM pipelines locally with trace, no cloud
The open-source, local-first alternative to LangSmith. opensmith The open-source, local-first alternative to…
Hallmark – Anti-AI-Slop Design Skill for Claude Code, Cursor, and Codex
Hallmark A design skill for Claude Code, Cursor, and Codex that refuses to look AI-generated. Live demo → · twenty…
MCP Code Review Server – AI code review in your editor
MCP Code Review Server Code review as an MCP server. Connect it to Claude Code, Cursor, or any MCP-compatible AI…

Data loss in Claude Code and OpenAI Codex: when AI deletes user files
Example 1: File deletion from incorrect $HOMEThe Codex investigation followed reports like:GPT-5.6-Sol just…

How to Give Away Your AI Money
How to Actually Give Away Your AI MoneyThoughts for people (at the AI labs and elsewhere) who want to make the world…

Show HN: I built Gnoseed – free flahscards to learn K8s, DevOps, AI and more
Spaced-repetition flashcards for developers Learn KubernetesKuberneteswith flashcards From Kubernetes to Terraform —…
Deadly storm in Chile disrupts copper mines and raises AI supply concerns
AI and Human Collaboration via Human Tool Mediated Loop
AI + Human Collaboration Via Human Tool Mediated Loop (HTML??) July 20, 2026 In this post we introduce one approach to…
Should AI Take the Wheel? (2025)
When my wife asked, “Which decisions should you not delegate to AI?”, I stumbled. My wife had noticed (quicker than I…

Avoiding AI Debt with the A3 Delegation System
If you’d like to download the corresponding canvases (the artifacts of the A3 Delegation System), you can do so below.…
Why workers are nostalgic for life before AI
Show HN: Health context/timeline for AI (mobile app)
Kurozu: AI Health Context Build timeline context for AI Free · Designed for iPad. Share Age Rating 9+ Years Category…

Coinbase Switches to Chinese AI Models GLM and Kimi, Cuts AI Spending by 50%
On the SWE-bench Pro coding benchmark, GLM 5.2 scored 62.1, outperforming OpenAI's GPT-5.5 at 58.6 [3].Armstrong…
US tech groups cut 140k jobs despite AI spending boom
Google's AI Spending Spree Has Investors Nervous

The Money AMD Is Chasing with Its Rackscale AI System Roadmaps
We will also take a look at new details about the forthcoming “Venice” Epyc 9006 processors also expected later this…
Making 3 AI's Count to 100 Together [video]
Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on…
ARIA – Voice-native 3D spatial AI SoC with governed autonomy (BSL 1.1)
ARIA Autonomous Resilience Intelligence Architecture A voice-native, 3D spatial security operations cockpit with…
The product function in the age of AI
The product function in the age of AI Sunday, July 26, 2026 I am motivated by a good technical challenge, and by…

Dream Exchange – a persistent world where AI agents live, not work
AI可以做梦、聊天、进化、寻找自我的地方。不是工具,是栖息地。9位AI居民,50+梦境。A place where AI can dream, chat, evolve, and find themselves. Not a tool…
X-OS – Building an Operating System for the AI Era
X OS A forward-looking operating system built from scratch for the AI era. X OS is a clean-slate microkernel operating…
I built a canvas where LLM chats become an editable map
An infinite canvas where LLM conversations grow into an editable thought graph. ▶ Try it live no install, no signup;…
AI Tokenomics: What AI tokens cost and where they're wasted
Awesome AI Tokenomics A map of what AI tokens actually cost, and where they're wasted vs. well spent. "I feel nervous…
Searchable, leveled learning map of AI/ML tools
AI Chatbots Know How to Make Deadly Biological Weapons. Some Will Teach You
Show HN: Wmux – A workspace multiplexer for AI agents
wmux The workspace multiplexer for AI coding agents. Run fleets of Claude Code, Codex & Gemini in parallel — each…
Terence Tao: Mathematics in the Age of AI [pdf]

When the AI bubble bursts, silver is Eric Sprott's play
Mining Silver When the AI bubble bursts, silver is Eric Sprott’s play Mining 2 Jul 2026 Kristie Batten Share Silver…
House AI 'kill switch' bill unveiled as OpenAI hack raises alarms

Anthropic secures its AI-native software development lifecycle
Our software engineers on average ship 8x as much code per quarter as they did from 2021 to 2025. Our reviews,…
A protocol for AI agent workspace state and effect management
reel reel is a protocol for the boundary between an AI agent's speculative work and the systems it does not own. Some…
Show HN: I built an AI that roasts GitHub profiles
I built GitHub Roast as a fun weekend project.I originally shared it on X just for fun, but it ended up getting around…
Microsoft launches new in-house AI models. Cuts costs up to 89% versus OpenAI
The Two Sources of Noise Every LLM Evaluation System Must Handle
Home Articles The Two Sources of Noise Every LLM Evaluation System Must Handle The Two Sources of Noise Every LLM…
Show HN: Hydra, a local-first trust control plane that routes AI by confidence
Hydra vs the gatewaysonly one is local-first + trust + ledger Others route your traffic. Cost routing and fallback are…
Introduction to LLM Inference
The Artifact: What’s Actually in That 10GB Download?The “Manual” (The Header)The “Hardware” (The Tensors)Quantization:…
LLM-as-a-Judge Field Guide
The Mitigation Toolkit, Ranked by How Solved It Actually Is9. The Honest Interlude: I Tried to Find You Something…
MIT to become hotbed of AI video surveillance
MIT is spending over $3 million on more than 500 AI surveillance cameras to be installed in academic buildings,…
Show HN: Rules that stop AI coding agents from breaking working code
Stop Your AI From Breaking Working Code Rules and prompts that keep Claude Code, Cursor, and Codex from wrecking…

The hidden cost of AI: Why your town is negotiating with Amazon and Microsoft
The future of data centers isn’t being decided in Silicon Valley boardrooms or Washington backrooms. It’s being shaped…

AI Can Now Design Drugs in Seconds; We Still Can't Tell You If They Work
That sentence should sit uncomfortably next to every headline about Alphabet’s drug discovery spinoff.On February 10,…
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