CoLLAs 2026 keynote: Is continual learning trapped in obsolete abstractions?
apsarathchandar · x · 2026-09-17
CoLLAs 2026 Day 4 opened with Amos Storkey's keynote "The Art of Forgetting," asking whether continual learning is trapped in obsolete abstractions and moving beyond old benchmarks to examine how forgetting impacts modern AI frontiers.
More from Research
- Schmidhuber: the Gödel Machine (2003) remains the holy grail of recursive self-improvement — SchmidhuberAI · 2026-09-17
- Cisco's 3B Model Matches GPT-5.5 on Bug Localization (0.223) With Far Fewer False Positives — shashib · 2026-09-17
- Parallel Decoding Distillation pushes generation efficiency for autonomous driving world models — abursuc · 2026-09-17
- NVIDIA's SpatialClaw uses code as action interface, beats prior agent by 11.2 points on 20 benchmarks — CMHungSteven · 2026-09-17
- World model interactivity: handling mixed-frequency state updates at 10Hz — abursuc · 2026-09-17
- Researcher: AI math 'darlings' long relied on fake baselines, math lacks empirical tradition — RexDouglass · 2026-09-17