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1. PhysicalAIBenchmarks/Text2WetLab PhysicalAIBenchmarks/Text2WetLab Public

   The gap in the next 2 years (source - Anthropic Life Science Lead), will be the orchestration layer of taking experiments described in natural language and orchestrating them in the real world in a…

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2. Alxandria Alxandria Public

   Perplexity Hack #3 London - £1000 winner - prorotype AI research ideas on Kaggle

   JavaScript 3

3. laguna-dense-cuda-kernels laguna-dense-cuda-kernels Public

   #2 place in Poolside Research Hack London 2026. ~3B dense CUDA/Triton kernel generator densified from Laguna-XS.2 MoE — SFT + verifiable reward + isolated eval. Part of cm 2435/laguna-xs2-expert-co…

   Python 2

4. JaxPallasBench JaxPallasBench Public

   PallasBench: Benchmarking Custom Kernel Generation in JAX Pallas. 150 tasks across 3 levels, fast_p metric, TPU+GPU. Inspired by KernelBench (Stanford, ICML 2025).

   Python 3

5. ignis ignis Public

   1st place in VLGE san francisco hackathon - judged by MTS at Nvidia / Project Prometheus / NASA. RL environment for fighting wildfires.

   Python 2 1

6. RTLLM-ShinkaEvolve-results RTLLM-ShinkaEvolve-results Public

   Evolving RTLLM Verilog for Power/Performance/Area with ShinkaEvolve — 27/45 designs beat the human reference under a formal-equivalence gate

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