An autonomous operator for your computer.
Desktop agent, perception, plan, action.
[ Curie ]
An autonomousoperator for yourcomputer.
Curie sees what's on your screen, plans the next move, and operates your computer through pixels and inputs, locally on your machine.
The loop.
Four steps. 142 ms median. Every cycle is hash-stamped, on-device, replayable.
- PERCEIVE· sees
Sees what you see.
Twelve frames per second of structured perception. Pixels become tokens, on-device. No extension, no accessibility tree, no API contract.
12 fps, 0 B egress, on-devicecurie.perceive● live - REASON· plans
Maps your intent to a plan.
A local model decomposes the goal into a small executable graph. Every step is checkpointed. Every plan is replayable.
on-device, 6 nodes, checkpointedcurie.reason● live - ACT· operates
Drives the apps you already use.
Pointer, keyboard, voice. Curie operates your apps through the same surface a human uses. No API required. Scoped per-app.
pointer, keyboard, scopedcurie.act● live - VERIFY· replays
Every step, replayable.
Hash-stamped. Re-run a session, diff between runs, share with a teammate, export for compliance. Time-travel is built in.
hash-stamped, diff, exportcurie.verify● live
Five layers, all on-device.
A small stack of replaceable models with a thin orchestrator. Anything that touches the network is opt-in, scoped, and logged.
Anatomy, build-up
- L05SurfaceDaemon, hotkey, side panel.
- L04Perception12 fps, pixels → tokens.
- L03ReasoningOn-device planner.
- L02ActionOS, browser, drivers.
- L01TrustHash-stamped audit kernel.
Six primitives.
Combined into anything you can describe. Six primitives, each one documented, each one tested across hundreds of apps.
- C-01· primitive
Native applications
Mail, Notion, Figma, Slack, Excel, Linear, Calendar, Terminal. Curie operates them through the same surface a human uses: pixels and inputs.
- macOS, Windows, Linux
- No accessibility tree required
- Works fully offline
FIG● Live - C-02· primitive
Browser operations
Forms, scraping, dashboards, multi-tab flows. Curie reads pages like a person. No extension, no API, no fragile selector.
- Multi-tab orchestration
- Tabular extraction
- Form filling, uploads
FIG● Live - C-03· primitive
Terminal & code
Long-running shell tasks with safe-mode constraints. Drives git, builds, deploys. Reads stack traces, fixes them, opens the PR.
- Sandboxed by default
- Stack-trace aware
- Git-native
FIG● Live - C-04· primitive
Replay & audit
Every action gets a deterministic trace. Re-run a task, diff between runs, share a session, audit a decision. Time-travel for the agent.
- Hash-stamped traces
- Diff between runs
- Export for compliance
FIG● Live - C-05· primitive
Memory & projects
Long-lived workspaces. Curie remembers your tone, files, contacts, your taste, only for the projects you choose. Ephemeral by default.
- Per-project scope
- Ephemeral by default
- You control the radius
FIG● Live - C-06· primitive
Voice & ambient
Talk, point, gesture. Curie listens and watches at the same time, with glanceable feedback. Voice stays entirely on your machine.
- Push-to-talk, always-on
- On-device speech
- Spatial cursor target
FIG● Live
Numbers, not promises.
0ms
Median tap-to-action
End-to-end, from screenshot capture to confirmed input. Measured across 1.2 million actions on a passively-cooled M-class machine.
Internal, 2026 Q1, n = 1.2M0%
Replay determinism
Re-run any session and get the same actions, bytes, and timings. Action-graph hashes are 100%; pixel-level state is 99.94% across hardware.
10 000 sessions, self-replay diff0B
Egress per session
Curie ships with networking off for inference. Audit-only mode is opt-in and signs every uploaded byte. The cloud is a feature, not a dependency.
tcpdump, idle-to-actionApply to the closed alpha.
Twelve to eighteen people every month. Tell us what's open on your desk right now.