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Investigate incidents, test fixes, compare regressions and explain decisions—with NVIDIA Nemotron coaching through Nebius Token Factory.
Red-teams RL coding environments: finds shortcuts that pass hidden tests without a fix, patches them, and re-attacks to certify.
Create useful mini-apps from an idea, then safely adapt them as your needs change.
Every teammate's Claude Code and Codex sessions on one live board, and agents that work together. Agent S, on NVIDIA Nemotron via Nebius Token Factory, writes each task's progress with citations.
A practice run for your quiz.
An evidence-gated incident desk for tape libraries: NVIDIA Nemotron on Nebius Token Factory proposes the fix, a deterministic validator can veto it, a person acts.
BEC Guard sits inside mail. It checks every email that asks for money or data, before anyone pays, and covers the three ways the money gets stolen.
ScenePilot guides drivers through the first minutes after a crash in Korea: safety checks, evidence photos, and a summary for the insurer. Nemotron observes; code decides.
The robot's simulator checks the physics. Provette checks the experiment, and with that check in its loop, NVIDIA Nemotron writes OT-2 protocols that verify: 31 of 34, from 1 alone.
A completion gate for coding agents. When candidate patches disagree, approval is withheld and the disagreement becomes a question; the answer becomes a versioned acceptance test.
An AI agent that turns frontline adaptations into evidence for human-reviewed improvement—without judging workers or rewriting standards.
ReasonAI is an AI-native engineering workspace to discover ideas, design and review architectures, collaborate in real time, and learn DSA visually. Powered by NVIDIA Nemotron on Nebius.
Is your backtest lying? Backtest Auditor catches lookahead bias, data leakage and overfitting in trading-strategy code, then fixes it and proves the fix.
PlanGuard catches LLM robot-planner failures before they reach the physical world — 0% unsafe plans at half a cent each.
Other tools guess. BuildingBees asks: six AI bees on NVIDIA Nemotron interview your team and write the docs a coding agent builds from.
Import a character card, get a whole world: Threadloom Worlds builds a world bible with Nemotron and keeps every roleplay turn true to it.
AI proposes. Deterministic checks dispose. The evidence record proves it.
A clip-on e-ink badge for busy students: hold, speak, then press to confirm. NVIDIA Nemotron handles your calendar, email and web lookups, and nothing happens until you press.
Automated chaos testing and fixing your agents before deploying
Pre-judge your hackathon submission before the judges do
When a model's inputs go missing, are its probabilities still trustworthy? SHIFTGUARD rehearses field outages and measures calibration, decision loss and recovery cost.
Payments reconciliation where NVIDIA Nemotron investigates the hard cases but can never close one alone: an Evidence Gate checks the records it cites first.
Burto: The real-time security guard for AI coding agents—stopping hallucinations, blocking threats, and keeping agents on track.
Makes web-app bugs the app's own tests miss and added checks catch. Tavily finds sources, Nemotron drafts its spec, and Token Factory models race to build it on a Nebius VM.
