IFM unveils PAN 2, an open foundation world model that predicts physical outcomes
nikola_mr64990 · x · 2026-11-11
IFM introduced PAN 2, positioned as an open foundation world model for physical intelligence: instead of predicting the next word, it predicts the next world — what happens after each action, grounded in time, physics and space — so AI can simulate "what if?" before acting. Reposter @danielbrookai tested the demo (milk dropped into a test tube of water) and admits he watched it twice, hinting the prediction is impressively accurate.
More from Models
- Gemini 4 Carbon scores 57.3 on 105 real bugs at $31, undercutting rivals by 4x on cost — DynamicWebPaige · 2026-11-11
- LMArena co-founder explains AI evaluation methodology and policy in new podcast — MattPerault · 2026-11-11
- Runway's Praxis-1 finishes robot tasks 15.6x faster than GPT-6 at 51x lower cost — runwayml · 2026-11-11
- Praxis-1 tops RoboLab-120 at 46.2%, beating π0.5 and GR00T N1.6 — runwayml · 2026-11-11
- Runway open-sources Praxis-1, turning video pretraining into real robot control — runwayml · 2026-11-11
- DeepMind launches AlphaGenome 2, spotting nearly 2x more gene-regulating mutations — GoogleDeepMind · 2026-11-11