#in-context learning
In-Context Learning: 3 AI articles covering in-context learning news, analysis, and research
Articles
Nums AI Releases Causilo: A Tabular Foundation Model That TopsNEW⭐9
Nums AI releases Causilo, a pretrained tabular foundation model that leads TabArena's Elo rankings among single models for classification and regression.
Few-Shot Degradation Is Not What It Seems: Behavioral Evidence,NEW⭐9
Few-shot prompting can hurt LLM performance. This study across 12 models shows length-corrected representation shifts, not raw shift, predict whether it helps.
Generalist AI Releases GEN-1.5: A Robot Foundation Model That⭐7
Generalist AI's GEN-1.5 robot model masters new physical tasks from a 3–12 second demo, hitting 59% success one-shot and 83% with minimal fine-tuning.