Open Source AI Is Reaching Pediatric Heart Planning
Source notes a new development worth tracking. Read the primary link before you rearrange your stack.
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Safety Stack Basics: Permissions, Logs, and Human Gates for AI Features
Your team wants to ship AI features. Your security team wants to sleep at night. Here's how both can happen.
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Agents | Explainers | Tools
What an AI Agent Actually Is (When the Demo Ends)
The term "AI agent" gets thrown around like confetti at a tech conference. Everyone's building them, nobody agrees what they are. Here's what actually separates an agent from a chatbot with delusions of grandeu
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Occamy-1.0 Wants to Make Agent Work Cheaper
arXiv:2609.11977v1 Announce Type: new Abstract: Co-work agents execute complex workflows that combine information gathering, tool use, coding, and file manipulation across many mod
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Occamy-1.0 Puts Co-work on a Smaller Bill
arXiv:2609.11977v1 Announce Type: new Abstract: Co-work agents execute complex workflows that combine information gathering, tool use, coding, and file manipulation across many mod
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Agents | Labs & Models | Tools
Perplexity Expands GPT-6 Astra Beyond Answers Into Real Systems
OpenAI published a customer story claiming Perplexity now trusts GPT-6 Astra across more of its working stack: communications, code changes, production monitoring, and end-to-end testing. This is not a public reliability report, b
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Agents | Labs & Models | Tools
AWS Wants Agent Monitoring to Grow Up
Production agents can fail while every normal dashboard still looks calm. AWS is pitching a two-layer answer: score what the agent actually does, then let an ops agent investigate when the infrastructure underneath starts breaking
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Nvidia Buys the Hub: What a $13B Hugging Face Deal Means for Open Culture
The town square just got a landlord with a CUDA accent. NVIDIA agreed to acquire Hugging Face for about $12.93 billion, folding the default home of open models into the company that already sells most of the GPUs those models trai