Apodex 1.1 Released: Training Agents to Deliver Verifiable Complete Work
rohanpaul_ai · x · 2026-09-04
The Apodex 1.1 model family launches, aiming at agents that take over entire jobs: keeping a real workspace alive across hundreds of steps, recovering from partial failures, and delivering verifiable artifacts rather than one-shot answers.
Key points:
- Results: With Agent Team, it posts leading-band performance on FrontierFinance and FrontierScience-Research while staying competitive with frontier models on professional work, bio research, and general reasoning.
- Environment Scaling: Training runs in executable worlds with real state changes, failures, replay, and task-specific verifiers — more than just adding tools.
- Agent Team: Handles task decomposition; a Task Board tracks dependencies while subagents run in parallel and feed results into shared state.
- Editable running tasks: Users can change a task mid-run without a full restart; valid intermediate work stays and only affected branches are revised.
- Verification narrower than generation: A checker gets one claim, its evidence, and the delivery constraint, then tries to falsify or correct it before delivery.
Openness: Open-sources the locally deployable FrontierAgent workbench and offers open-weight Apodex 1.1 mini; the flagship ships via the online workbench and API.
Related event: Apodex 1.1 trains agents on verifiable units of complete work(2 posts)→
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