Introducing CommonGround Kernel preview An agent spends two hours researching a market. A second agent picks up the work the next morning and drafts a strategy memo. A human comes back to review what was decided and why. The research lives in one chat window. The memo lives in another.
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A Postgres-native lexical retrieval primitive for long-running, multi-agent work. Read technical report here. TL;DR 01 Long-running agents lose to retrieval, not context. The longer they run, the more their usefulness depends on cheaply re-reading the state they have already accumulated. 02 Most production agent state already lives in Postgres.
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Read the technical report on GitHub. TL;DR 01 Long-running agents often fail not because they cannot make progress, but because they stop before the task is truly complete. 02 We tested five harness designs across eight long-horizon tasks to isolate the control mechanisms that matter: repeated gap-finding, revisable planning,
Describe your idea in a single sentence. Get a full production on an infinite canvas: images, video, voice, music, and every scene wired up for you. Every creator knows the feeling. You have an idea for a short film, a campaign, a storybook, or just something that lives vividly in
The full paper can be found here, along with the microsite. Einstein called relativity a theory of principle, one where the principle itself constrains the physics, the way the axiom determines the mathematics. In 1917, he broke his own rule. He added a term to his field equations by hand,
Useful links: * Paper * NotebookLM * One Postulate Website Two Postulates In 1905, Einstein built special relativity on two postulates. The first was a principle. The laws of physics look the same in every laboratory moving at constant velocity. No experiment you can perform inside a sealed, gliding room will tell you
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A First-Principles Augmented Intelligence System We are happy to announce Logos, a first-principles augmented intelligence system. Logos is in early development, but the results so far have been insightful across domains. Over the next few weeks we will be sharing a series of results of increasing importance in physics as
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"The important thing is not to stop questioning," Einstein once said. "Curiosity has its own reason for existence." Seventy-one years ago today, Albert Einstein died in Princeton. He was still questioning. Pages of equations sat at his bedside. His genius was reasoning from first principles. A
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The past year has seen an explosion of “agent frameworks.” Demos look impressive. Loops run. Tasks complete. But as soon as you try to scale beyond a single agent in isolation, things start to break in familiar ways: * Context gets lost * Deadlocks appear * Agents hallucinate into vacuums * Coordination collapses under
The open-source AI agent built for real work, now out of Beta. Introduction Today we're releasing II-Agent V1, the first production-ready version of our open-source intelligent assistant. It delivers state-of-the-art performance, scoring 61.8% on Terminal Bench and 45.1% on SWE Bench Pro. For months, thousands of
Any Model, All in One Place II-Agent Chat is now live. It’s a feature within II-Agent that lets you work across multiple models and tools in one place. The web-hosted version comes with Gemini 3, Sonnet 4.5, and GPT-5 ready to use out of the box. You can
Today we’re opening II-Agent to everyone. Earlier this month, we rolled out the private beta with Bring Your Own Key (BYOK), Codex integration, editable slides, and full-stack web builds. Today at FII Institute's FII9, our founder Emad Mostaque, alongside FII Board member Peter Diamandis, announced SAGE, the