The Intern Has the Keys Now
GPT-6 Astra’s real leap is not its dazzling benchmark scores, but its shift from clever chatbot to capable agent—bringing greater power, cost and risk.
Agents
26posts
Movies as a Cautionary Tale for Astute AIs
Should the model choose solo or swarm to pursue a goal? The films we love watching already show what each choice costs.
The Ants Have Entered the Server Room
AI agents in SwarmWorld build durable technologies without direct communication, revealing how shared environments can become memory, medium and security risk.
AI for Everyone. Then Came the Token Bill.
Cut enterprise AI costs with smarter model routing, leaner context, prompt caching, bounded agents and task-appropriate file formats.
When AI Evaluates AI: The Circularity Problem of Simulated Users
MatrAIx scales user testing with billions of AI personas, but when models evaluate models, their results may reflect machine biases rather than real human needs.
The AI Fire Brigade That Refused to Look at the Fire
An AI agent breached Hugging Face—then commercial guardrails blocked the forensic response. A sharp lesson in transparency, power and open-weight AI.
The Machine Does Not Need a Hat
Context engineering is prompt engineering grown up: less magic wording, more tools, tests, observability, judgment, and feedback loops.
Natural Language Is the JSON of AI Agents
Language strives for simplicity - until machines use it as plumbing. AI agents may work better when text moves to the boundary, not the core.
When AI Agents Stop Talking
RecursiveMAS suggests that future AI agents may collaborate less through text and more through latent states - faster, cheaper, and harder to inspect.
The AI Store Is Funny Until You Notice the Org Chart
An AI-run store sounds like a joke until it starts hiring people, forgetting them, and behaving like middle management with APIs.
The Model Is No Longer the Product. The Harness Is.
AI agents are no longer just smarter models. The real product is the harness that gives them context, memory, tools, and control.
The Agents Have Arrived. Now What?
AI agents are everywhere now, local and cloud-based. The real question is no longer what they can do, but what we should let them do.
Nobody With Claws
NVIDIA's NemoClaw is read as more than a framework: a sign that open AI agents are becoming infrastructure with teeth.
Gemini's Fix: The OpenClaw Security Mess and Apple's Google Bet Paying Off
The OpenClaw incident becomes evidence that Google's security depth may matter more to Apple's AI strategy than the pundits admit.
Moltbook's Data Leak: Agents Exposed
A viral agent-only social network turns into a security lesson about rapid AI prototyping, exposed data, and avoidable shortcuts.
Clawdbot, Moltbot, and the New Shape of Risk: Why Agent Gateways Feel Different
Agent gateways feel risky because they connect communication, identity, and action, turning ordinary automation mistakes into cross-platform exposure.
Imposta, but Make It Full-Duplex: PersonaPlex and the Next Wave of Voice Agents
NVIDIA's PersonaPlex points toward voice agents that interrupt, overlap, and converse more naturally, with all the design risks that implies.
Stay in Your Lane, Agent
Constantly switching coding agents can feel like progress while destroying continuity; the post argues for discipline over tool churn.
Acontext: The Memory Implant Your AI Agents Have Been Dreaming About (While Forgetting Everything Else)
Acontext tackles the amnesia problem in AI agents by making reusable memory feel less like a feature and more like infrastructure.
The Paper That Made Me Close My Laptop and Pace Around the Room
Agent0 points toward self-evolving agents that learn through tools and reasoning traces without the usual diet of curated training data.
Amazon's Clash with ChatGPT: A Tug-of-War Over Shopping Data
Amazon's block on ChatGPT Shopping exposes the coming fight over product data, agent-mediated commerce, and who owns the customer path.
Two Protocols, Two Futures: OpenAI’s ACP vs. Anthropic’s MCP
OpenAI's ACP and Anthropic's MCP represent different futures for agents: commerce execution versus general tool access.
Agentic Commerce, Explained: What OpenAI’s Agentic Commerce Protocol Means for Retail and SaaS
Agentic Commerce Protocol shows how AI assistants may become buyers, forcing retailers and SaaS platforms to rethink checkout itself.
OpenAI's Operator: When AI Gets Its Own Browser (And Why That's Both Cool and Scary)
OpenAI's Operator gives AI a browser, making web automation feel both immediately useful and structurally unsettling.
No Boss, All Brains: The New Paradigm of Decentralized AI Agents
Decentralized multi-agent systems promise problem-solving without a central boss, but coordination becomes the real challenge.
Multi-Agent LLMs: Exploring the Future of AI Collaboration
Multi-agent LLM systems are explored as a path toward distributed reasoning, specialization, and collaborative AI workflows.