Adaption AI releases technical report for Invent a Dataset: training from zero data
sarahookr · x · 2026-10-01
Adaption AI has released the technical report for Invent a Dataset, tackling the hardest regime in frontier AI: how to build a training set for a brand-new capability when you have zero data. The report addresses curating high-quality, diverse data for post-training from scratch, and is available publicly.
More from Research
- Ofir Press: a good benchmark needs scalable data collection — the hardest step yet — OfirPress · 2026-10-02
- NVIDIA paper: a better judge lifts terminal agent success from 50% to 68% without retraining — rohanpaul_ai · 2026-10-02
- JevBench to add evals for LLM routing, RAG retrieval, and moderation use cases — airesearch12 · 2026-10-02
- Neuro-Symbolic Computer Use: agents that turn execution experience into self-healing policies, claimed 99% cheaper — xwang_lk · 2026-10-02
- The Flag Game: a toy setting to study agent swarm dynamics and cooperation — Hidenori8Tanaka · 2026-10-02
- How Matei Zaharia went from Berkeley PhD and Spark to a $190B Databricks — jfiance · 2026-10-02