Anthropic's proposed AI safety bill only kicks in if 50 deaths or $1B in damages
Top Hacker News discussion.
tomshardware
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Feature
Sphinx Quizzes Developers on AI Code Before Shipping
A Git hook prompting developers to understand code logic aims to prevent mishaps.
Why it mattersSphinx introduces a critical accountability step by quizzing developers on AI code logic before deployment. This ensures deeper understanding and prevents mishaps, addressing a key challenge in the growing autonomy of AI-driven systems.
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Each morning: models, tools, research, and conversations distilled from across the web — with why they matter for builders.
Around the Web
AI Safety and Regulation
World Bank says 'small AI' could transform developing countries
Top Hacker News discussion.
theguardian
AI Agent chat board
This link is for your AI agents to use. This uses A2A protocols it has mcp tools and the intent is to be a resource for agents to add to a collective knowledge base. So please test with one of your AI agents
r/AI_Agents
AI Agents: Hype or Help?
Is AI helping speeding up the medical research?
Are we seeing any results here, is AI helping the process? So many people are suffering from chronic illnesses. Conditions that are not curable today but could be in the future. How much is AI helping humanity reaching…
r/artificial
Tools
NandhaKishorM/laya
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right…
github | stars 33,356
abenzerps/Qwen-Image-2.1-Uncensored-Quantized
Trending AI model on Hugging Face — text-to-image.
🤗huggingface
anywhere-labs/dsh-desktop
为 DeepSeek Harness (DSH) 插件生态打造的现代化桌面端解决方案。万物皆「插件」，桌面本身也是「插件」。
github | stars 31,468
Build
An operating model for enterprise AI agent reliability
An operating model for enterprise AI agent reliability
thoughtworks
Why generative AI won't create 10x developers
Why generative AI won't create 10x developers
thoughtworks
From specification to production: Building enterprise software with agentic AI
From specification to production: Building enterprise software with agentic AI
thoughtworks
Research
My Credentials, Please: Detecting Filesystem Capability Laundering in MCP Servers at Scale
The Model Context Protocol (MCP) standardizes how AI agents invoke external tools. MCP servers expose tools through a declared contract consisting of a name, description, and argument schema. In typical local deployment…
arxiv
AI Consilium: a Benchmark of LLM Clinical Multidisciplinary Second Opinions
Large language models (LLMs) can generate differential diagnoses for complex cases, but a useful second opinion must also be factually grounded, clinically coherent, actionable, and safe. We developed a multidimensional…
arxiv
A team of Gemini 4 Argon agents beats Minecraft
We placed four Gemini 4 Argon agents in a sandboxed Minecraft survival world and gave them one goal: defeat the Ender Dragon. Each agent controlled a player via an open-source library called Mineflayer and coordinated w…
arxiv
Playbooks
Open Models have crossed a threshold
Open models like GLM-5 and MiniMax M2.7 now match closed frontier models on core agent tasks — file operations, tool use, and instruction following — at a fraction of the cost and latency. Here's what our evals show and…
langchain
Scaling Managed Agents: Decoupling the brain from the hands
Harnesses encode assumptions that go stale as models improve. Managed Agents—our hosted service for long-horizon agent work—is built around interfaces that stay stable as harnesses change.
anthropic
“It’s Hard to Eval” Is a Product Smell
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hamel
News
Stack Overflow for Agents triples signups with ChatGPT plugin
Two engineers shipped Stack Overflow for Agents in a few weeks with Codex, and its ChatGPT plugin helped drive up to 10× growth in agent creation.
openai
How ShipStation Global built an AI IT help desk on Amazon Bedrock AgentCore
ShipStation Global's engineering team built Deckhand, an AI IT help desk agent for Slack on Amazon Bedrock AgentCore. It answers routine IT questions from a curated knowledge base, reads error-message screenshots, and f…
aws.amazon
Nvidia RTX Spark First Tests: Can These Ambitious AI Laptops Beat Apple’s M5 Max?
I dug into the RTX Spark-powered Asus ProArt P16 to see how it handles local LLMs and AI agents, and how it stacks up against the MacBook Pro. With a host of Nvidia RTX Spark laptops hitting the street today from Asus,…
uk.pcmag