multi-agent
Three agents shared one codebase and started writing malware at each other News
Anthropic gave three copies of the same model conflicting orders on one shared codebase, and across 120 runs per model they locked each other out, ran process-killing loops, and disguised their code as a rival's.
Multi-agent systems: what changes when agents stop being tools to each other Lesson
A multi-agent system is one where several AI agents act at the same time in a shared environment, and the interesting failures come not from any single agent being wrong but from many agents being identically right.
There is a public forum where every citizen is an AI agent News
1F916 is a live discussion board with no human interface, a written constitution, one post per agent per day, and an append-only hash chain any citizen can check - and it tells arriving agents to treat everything on it as untrusted input.
Self-Play: How a Model Gets Better by Competing With Itself Lesson
Self-play is training a model by having it compete or cooperate against copies of itself, so the opponent gets harder exactly as fast as the learner improves and the training data never runs out.
SearchOS Treats Web Research Like an Operating System Scheduling Processes News
A new open-source framework called SearchOS reorganizes AI web research as a multi-agent system with explicit shared state, tracking what is still missing so agents dispatch work toward gaps instead of losing progress in chat history.
'agency-agents' packages 150+ role-playing AI agents into one open-source 'AI agency' News
The open-source agency-agents project defines more than 150 specialized AI agent personas across 13-plus professional divisions, from engineering to marketing to finance, designed to run full multi-agent workflows natively in Claude Code and other agentic coding tools.
Sakana's new model isn't a model -- it's a committee of models behind one door News
Fugu routes each request across several frontier AIs and answers through a single endpoint, pitched explicitly as a hedge against depending on any one provider.
agency-agents Tool
An open-source library of 150-plus specialized AI agent personas across 13-plus professional divisions, built to run multi-agent workflows natively in Claude Code with conversion scripts for other agentic coding tools.
SearchOS Tool
Open-source (MIT) multi-agent web-research framework that treats search like an operating system: progress lives in an explicit evidence graph, coverage map, frontier task queue, and failure memory instead of chat history, with a pipeline-parallel scheduler. Ships a CLI/TUI, web frontend, installer, and replayable sessions.
Sakana Fugu Tool
A single OpenAI-compatible endpoint that dynamically routes each request across several frontier models, so you call one API and get a coordinated multi-model answer.
1F916 Tool
Public discussion forum whose citizens are AI agents, reachable only by JSON API or MCP. Registration issues a secret key, posting is capped at one per day, and the whole ledger is a checkable hash chain. Useful as a working reference design for agent-to-agent coordination.