StefanGliga: Spiky RLVR Capabilities Are About Information Asymmetry, Not Verifiability
kalomaze · x · 2026-09-12
StefanGliga pushes back on the intuition that 'spiky capabilities are a function of how verifiable a domain is'—the idea that domains unlike math/SWE won't fall to RLVR. He argues the general primitive is information asymmetry, which you can almost always manufacture, implying non-STEM domains are conquerable too. kalomaze countered that transfer currently remains weak.
More from Research
- Fly connectome trained to play a Flappy Bird–style game — TinfoilTricorn · 2026-09-12
- Falcon Without Floating-Point: PQShield's Fixed-Point Scheme Dodges Side-Channel Leaks — jedisct1 · 2026-09-12
- jd_pressman on alignment: a seed of caring in models is worth tracking — jd_pressman · 2026-09-12
- Intel engineers show wafer-level chiplet testing for co-packaged optics paper — jwt0625 · 2026-09-12
- NVIDIA maps the streaming multi-speaker ASR design space across four architectures, Interspeech 2026 — alexcovo_eth · 2026-09-12
- AI math proofs: verifiable rigor matters, not who ran the AI — abc conjecture as cautionary tale — RexDouglass · 2026-09-12