A March 18, 2026 Hacker News post about NVIDIA NemoClaw reached 231 points and 185 comments. The alpha project packages OpenClaw on top of NVIDIA OpenShell and Agent Toolkit to run always-on assistants inside sandboxed environments with policy controls and cloud-routed inference.
MistralAI said on March 17, 2026 that Forge is a system for building frontier-grade AI models on proprietary enterprise knowledge. Mistral's official launch post extends that claim across pre-training, post-training, reinforcement learning, agent-first workflows, multiple model architectures, and governance controls for regulated environments.
Anthropic has published a study on how much autonomy AI agents are being given in the wild using millions of interactions across Claude Code and its public API. The longest Claude Code turns nearly doubled from under 25 minutes to over 45 minutes in three months, while experienced users became more likely to auto-approve and more likely to interrupt when needed.
Mistral pitched Forge on Hacker News as a way to train frontier-grade models on internal docs, code, structured data, and operational records. The product is aimed at organizations that want model behavior to absorb proprietary context, not just query it at runtime.
OpenAI introduced Frontier Alliances, a partner structure meant to move AI coworkers from pilot projects into enterprise deployment. BCG, McKinsey, Accenture, and Capgemini will combine strategy, systems integration, and change management with OpenAI’s Frontier platform.
OpenAI said on March 9, 2026 that it plans to acquire Promptfoo. The company said Promptfoo's technology will strengthen agentic security testing and evaluation inside OpenAI Frontier, while Promptfoo remains open source under its current license and existing customers continue to receive support.
GitHub announced a major JetBrains Copilot update on March 11, 2026. Custom agents, sub-agents, and plan agent are now generally available, while agent hooks, MCP auto-approve, and project instruction file support push the IDE further toward full agent workflows.
Perplexity said on March 11, 2026 that its new Agent API combines search, tool execution, and multi-model orchestration behind one managed runtime. The launch positions Perplexity less as a single-answer interface and more as infrastructure for production agent workflows.
Perplexity said on March 12, 2026 that Computer is now available to Pro subscribers, widening access beyond its highest tier. The company is pitching 20+ advanced models, prebuilt and custom skills, and hundreds of connectors, while reserving monthly credits and higher spend limits for Max users.
On March 11, 2026, OpenAI published new guidance on designing AI agents to resist prompt injection, framing untrusted emails, web pages, and other inputs as a core security boundary. The company says robust agents separate data from instructions, minimize privileges, and require monitoring and user confirmation before taking consequential actions.
Perplexity said on March 13, 2026 that Perplexity Computer is now available on mobile, starting with iOS inside the Perplexity app. Coming one day after the company opened Computer to Pro subscribers, the update turns the product into a more explicit cross-device agent workflow rather than a desktop-only experience.
A March 14, 2026 Hacker News discussion highlighted a more nuanced MCP argument: local stdio MCP can be unnecessary overhead for bespoke tools, while remote HTTP MCP still solves auth, telemetry, and shared tooling at team scale.