AI Agents

An open-source identity and messaging system enabling stable communication between AI agents across sessions, runtimes, machines, and organizations.

• •Provides open-source identity management features for AI agents.
• •Features persistent messaging capabilities across sessions and machines.
• •Supports wake-up events between AI agents across organizations.

Mandiant founder Kevin Mandia launched Armadin, a startup using agent swarms to test and protect enterprises, and secured funding.

• •Armadin uses agent swarm technology to test and protect enterprise security.
• •The company completed a $2.555 billion funding round, reaching a $2.5 billion valuation.
• •Founder Kevin Mandia is known for establishing Mandiant.

強化された最小限の拡張可能なエージェントハーネス「Pi 1.0」と、長時間実行エージェントアプリケーション向けの実験的基盤「Pi Durable」をリリースした

• •強化（hardened）かつ最小限で拡張可能なエージェントハーネス「Pi 1.0」が提供開始された
• •長時間実行されるエージェントアプリケーション向けの新規実験的基盤「Pi Durable」も同時にリリースされた
• •Pi 1.0とPi Durableは、エージェント開発のインフラストラクチャとして位置づけられている

Clef and Clef-flash, open-source decision models for fast classification and agentic workflows hosted on Workers AI, along with a reinforcement learning platform for fine-tuning models with custom data, were announced.

• •Clef and Clef-flash are open-source decision models hosted on Workers AI.
• •These models are designed for fast classification and agentic workflows.
• •A new reinforcement learning platform allowing developers to fine-tune decision models with their own data was also released simultaneously.

Airbnb CEO Brian Chesky discusses the need for an AI-native operating system and Airbnb's strategy for supporting AI agents.

• •Brian Chesky mentions efforts to make Airbnb agent-friendly.
• •He shares his views on the current state of consumer-facing AI.
• •He argues that the world needs an AI-native operating system.

A 2025 technical paper on identity management in agentic AI was shared.

Figma confirmed its remote MCP server only accepts clients on the support list, noting that Pi is currently not included.

• •Figma's remote MCP server is accessible only to clients registered on the support list.
• •Pi is currently not on the support list and therefore cannot be used.
• •To request future inclusion on the list, users must fill out a form provided by Figma.

A new language model, CLM, was proposed that manages context as a file with unlimited updates, showing zero-shot implementations on existing models surpass state-of-the-art results.

• •CLM was proposed, treating context as a file that the model can update unlimited times to natively manage context.
• •This approach allows the model to learn what to keep in context and naturally extends to multi-agent systems where multiple agent contexts coexist as files.
• •CLM built zero-shot using existing models demonstrated performance surpassing state-of-the-art context management strategies across diverse tasks.

OpenAI announced Dots, a new agent powered by GPT-6 Astra at DevDay, positioning it as a counter to Meta's successful Muse AI platform.

• •OpenAI announced Dots, an agent based on GPT-6 Astra, at its annual DevDay conference.
• •The company is explicitly aware of competition with rivals, particularly Meta's Muse AI platform, which has achieved significant early success.
• •CEO Sam Altman took the stage to emphasize that the company's agents represent 'real AI'.

Startup Photon helps developers build AI agents operating on messaging platforms like iMessage, SMS, and email, riding the trend of app alternatives.

• •It supports developers in building AI agents that operate on iMessage, SMS/RCS, email, and other messaging platforms.
• •It is based on the bet that consumers will use agents instead of downloading apps.
• •It is expanding its business assuming a future where AI agents replace the role of mobile apps.