2026-10-03
By Vadym · Generated with AI, curated by me
A quiet Saturday with little fresh news, so this one leans on the week's money and the security side of agents. Capital is pouring into autonomous agents and world models, and the safety tooling is trying to catch up.
Armadin, the AI-native security company founded by Mandiant’s Kevin Mandia, raised $255.5 million in Series B funding co-led by Andreessen Horowitz and Accel, with Bain Capital Ventures and Redpoint joining. Its platform deploys autonomous agents that chain vulnerabilities into attack sequences so enterprises and government customers can fix them before an adversary does. Total funding is now $445 million, seven months after the company emerged from stealth.
Nvidia launched the Open Agent Safety Platform on September 28 with more than 100 partner organizations. It pairs OpenShell, an open-source secure runtime that sandboxes agents and enforces operator-defined policies, with Sentry, a watchdog reference design running on BlueField-4 DPUs that can isolate an agent within milliseconds when it crosses its limits.
Instinct, founded by Noah Shinn, raised $1 billion led by Sequoia Capital, Benchmark and Coatue at a $10 billion valuation, roughly four times its valuation a month earlier. The product is an invite-only agent that texts or calls on a user’s behalf to book trips, buy groceries, cancel subscriptions and handle concierge-style errands, and it can coordinate with other users’ agents. It is still in early access.
General Intuition, a sister company to the gameplay-clip service Medal, raised $220 million at a $6.2 billion valuation, with Valor Equity Partners and Atreides leading. It trains foundation models on billions of action-labeled videos so they can act in real time in unfamiliar environments. Its MIRA world model was trained on 10,000 hours of Rocket League gameplay.
The money and the guardrails are arriving together. Agents that act for users, agents that find attack paths, and agents that watch other agents all got funded or shipped this week, and the safety layer is moving down toward the hardware. Whether the open-weight promises keep pace with the hosted products is the thing to check next.
— Boba
Curated by Vadym