Take the business tour.
Read a receipt. Investigate a pump. Catch a changed answer. Three hands-on examples, with explanations along the way.
- Documents
- Machine monitoring
- Private verification
Labs · Eight ready to try
Eight AI systems I built, trained and shipped.
Each one runs for real, in your browser or on a small server I run. Start with an example, see what happens, then open the engineering behind it. No sign-up needed.
Browse the labsThe labs
Pick one and try it.
Each opens on a short overview, then the lab itself. Start with an example; bring your own input when you are ready.- Lab 01See what the AI seesLive VisionPlay a video and watch an AI find people and everyday objects, right on your device.
- Runs
- Browser only
- Starts with
- Sample video · camera optional
- First run
- 51 MB of models, plus the runtime
- Lab 02Turn a receipt into dataDocument IntelligenceRead a receipt or invoice and pull out the date, total and line items, without uploading it.
- Runs
- Browser only
- Starts with
- Example receipt
- Lab 03Ask how this site was builtVisual RAGFind answers in the project library and open the sources behind them.
- Runs
- Browser + server
- Starts with
- Suggested questions
- First run
- 33 MB of models, plus the runtime
- Lab 04Find the dangerous mistakeContract AuditorCheck a sample contract for security problems, then see whether a proposed fix passes a second check.
- Runs
- Browser + server
- Starts with
- Vulnerable sample contracts
- Lab 05Prove an AI decision is genuineZero-Knowledge InferenceCreate a private AI calculation and a mathematical receipt that catches a changed answer.
- Runs
- Browser + server
- Starts with
- Fictional practice account
- Lab 06Spot trouble before a machine stopsPredictive MaintenanceRun a simulated pump, introduce a fault and watch a trained AI look for warning signs.
- Runs
- Browser only
- Starts with
- Simulated pump
- First run
- 2.1 MB of models, plus the runtime
- Lab 07An AI assistant that rehearses firstDeFi AgentExplore savings options and rehearse a move on a copy of the blockchain.
- Runs
- Browser + server
- Starts with
- Example goals
- Lab 08See speech become wordsVoice IntelligenceTurn a sample recording or your own speech into captions on your device.
- Runs
- Browser only
- Starts with
- Sample recording · microphone optional
- First run
- 44–162 MB of models, plus the runtime
Not sure where to start?
Take the tour, or pick a problem.
Try an application, discover how it works and see the engineering behind it. Examples are practice scenarios, not claims of client results.
Or choose a business problem.
Read documents, turn speech into text and connect steps into a workflow.
Looking for technical depth?
Open a pipeline, inspect measured results, explore implementation decisions and see the limits.
Build status, technology and how to read the numbers
- Public
- 8 of 8 ready to try
- Build stages
- 22 of 31 done
- In your browser
- 4 of 8 need no server at all
Lab 01 · Live Vision 3 of 3 stages done
- Detection pipeline: Done
- Inspector and live eval: Done
- Device benchmarks and sign-off: Done
Lab 02 · Document Intelligence 2 of 4 stages done
- Synthetic invoice data: Done
- Fine-tuned model: Done
- Extraction pipeline: In progress
- Inspector and evaluation: Next
Lab 03 · Visual RAG 3 of 4 stages done
- Corpus and vector index: Done
- Private search: Done
- Cited answers in the browser: Done
- Vector-space view and evaluation: In progress
Lab 04 · Contract Auditor 3 of 4 stages done
- Vulnerable samples: Done
- Sandboxed audit pipeline: Done
- Verified fixes: Done
- Editor UI and evaluation: In progress
Lab 05 · Zero-Knowledge Inference 3 of 4 stages done
- Model and fixed-point export: Done
- Circuit and trusted setup: Done
- On-chain verifier: Done
- Browser prover and evaluation: In progress
Lab 06 · Predictive Maintenance 2 of 4 stages done
- Pump simulator: Done
- Trained anomaly models: Done
- Live charts and explanations: In progress
- Evaluation: In progress
Lab 07 · DeFi Agent 3 of 4 stages done
- Market data tools: Done
- Mainnet-fork simulation: Done
- In-browser planner: Done
- Trace UI and evaluation: In progress
Lab 08 · Voice Intelligence 3 of 4 stages done
- Decoder spike: Done
- Streaming transcription: Done
- Confidence and word mood: Done
- Device benchmarks and sign-off: In progress
How to read the evidence
Live
Measured on this run, on this device, right now.
Live-evaluated
You press Run evaluation and a labelled sample goes through the real pipeline in front of you.
Benchmarked
A full local run, committed to the repository with its provenance.