Archive
Category: AI Agents
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Patronus AI Raises $50M to Build Simulated Worlds That Stress-Test AI Agents
Patronus AI just raised $50M to build “digital world models” that stress-test AI agents before they go live. Here’s what service business…
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Meta-Harness Architectures Are Becoming the Standard for AI Agent Orchestration
Over 1,000 AI shops are independently converging on the same pluggable agent orchestration pattern. Here’s what meta-harness architecture means for service businesses…
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Gemini 3.5 Flash Now Has Computer Use, and It Changes the Agent Economics
Google DeepMind added computer use directly into Gemini 3.5 Flash, letting developers build agents that see screens and click buttons at Flash-tier…
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GLM-5.2 Is Now the Best Open-Weight Coding Model in the World
Z.ai’s GLM-5.2, a 744B open-weight model, just topped Opus 4.8 on frontend coding benchmarks. It’s MIT-licensed, costs the same as GLM-5.1, and…
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Anthropic Just Got Its AI Models Yanked by Export Rules Nobody Understands
The Trump administration forced Anthropic to shut down access to its newest AI models for all foreign nationals, even employees inside the…
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Multi-Teacher Distillation Is Now the Standard Recipe for Frontier AI Models
MOPD (multi-teacher on-policy distillation) has replaced single-pipeline RLHF as the go-to post-training recipe for frontier models in 2026. Here’s what changed and…
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Claude Fable 5 Invented Its Own Debugging Workflow Without Being Asked
Claude Fable 5 autonomously built browser automation, wrote custom servers, and hacked templates to debug a CSS bug from a single screenshot.…
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OpenAI Is Buying Ona to Give AI Agents Persistent Cloud Environments
OpenAI plans to acquire Ona to bring secure, persistent cloud environments to Codex. Here’s what it means for service businesses building on…
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Claude 5 Fable Can Work for 10 Hours Unsupervised. Here’s What That Actually Means.
Anthropic’s Claude 5 Fable worked nine and a half hours on a single project with minimal human input. For service businesses, the…
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Axiom Math Is Betting That Provable AI Beats Guessing AI
Axiom scored 12/12 on the Putnam exam and 99% on a code verification benchmark. Their thesis: AI can’t truly scale reasoning without…