Marimo
13 published notebooks · Pyodide, WASMPublished interactive Python notebooks, verified live in your browser. These standalone marimo apps run on Pyodide and WASM without a Python server. Unpublished and legacy notebooks are omitted until their live URLs are verified.
Research
6 demosRoLaQ Cache Accounting
See how 2-bit content codes, FP32 group metadata, and a BF16 positional key combine into RoLaQ's whole-cache precision and capacity ratio.
Borwein Falsifier Demo
Interactive demonstration of Borwein-Borwein 2001 exact falsification — adjust n and tolerance to observe the precise n=7 deficit where the pattern breaks, with live validation and reactive controls.
When does speculative tool execution pay?
Break-even analysis for overlapping tool execution
SRQ Endpoint Weight
Explore how executed-trial count and trial/final quality determine the share of PGRR's slot-averaged SRQ that comes from repeated endpoint evidence.
Search2Skill Compounding Library
Compare direct inference, one-task evidence caching, and reusable skill distillation on one shared synthetic task stream.
Volumetric DRAM: Bandwidth vs Thermal Headroom
Cap the useful bandwidth of three published volumetric-DRAM designs by a workload ceiling and see when extra interfaces add heat without useful throughput.
AI evaluation
6 demosClean accuracy is not adversarial robustness
Explore why VCR-Bench's clean-accuracy leader is not its robust-accuracy leader, and stress-test the ranking under an explicitly hypothetical ASR multiplier.
Build-A-Chip-Bench: Multiplicative Scoring in Chip Design
Explore how Build-A-Chip-Bench's multiplicative scoring formula (Gate1 × Gate2 × PPA) makes PPA the decisive factor despite gate pass rates. Adjust Fable 5.1's PPA quality to see where it breaks even with Astra.
Embodied Playground: Where the Suite Gap Comes From
Explore how Tower and Lock planning performance drives most of the equal-suite-weighted EP-100 gap, while Cube remains a shared fine-manipulation bottleneck.
CriticGen: Price the Risk of a Bad Rewrite
Price answer regressions explicitly and see why the highest improvement rate is not always the best refinement policy.
ContractEval: Expose the Procedural Denominator
Inject a hidden procedural failure, tune semantic matching, and watch query-active obligations turn it into a diagnostic fingerprint.
SFIA Extraction Decision Frontier
Filter five published skill-extraction strategies by latency and level error to see when agentic RAG earns its cost.