i mostly use my visual intelligence when trying to solve this. sota approaches to arc agi are mostly symbolic, vision doesn't really work well with today's models. ergo this is really because we haven't really solved visual reasoning AI.

🚨 Did you know that small-batch vanilla SGD without momentum (i.e. the first optimizer you learn about in intro ML) is virtually as fast as AdamW for LLM pretraining on a per-FLOP basis? 📜 1/n

DO NOT DO THIS. I have previously raised this for Ethics Review when I saw it in a paper. You are not sneaky.

@joserf28323 @CVPR @ICCVConference @nyuniversity Thanks for bringing this to my attention. I honestly wasn’t aware of the situation until the recent posts started going viral. I would never encourage my students to do anything like this—if I were serving as an Area Chair, any paper with this kind of prompt would be.

Introducing BlenderFusion: Reassemble your visual elements—objects, camera, and background—to compose a new visual narrative. Play the interactive demo:

The code and instruction-tuning data for MetaQuery are now open-sourced!.Code: Data: Two months ago, we released MetaQuery, a minimal training recipe for SOTA unified understanding and generation models. We showed that tuning few.

Virtual Community provides an online pipeline that automatically generates 3D scenes from real geospatial data, performing comprehensive cleaning and enhancement of both geometry and texture — including mesh simplification, texture refinement, object placement, and automatic

i left my phd before joining openai. working in industry demands more rigor – you don’t just need to convince reviewer 2 with a nice graph and an ego-cite, it better actually work if it’s underwriting billions in research investment. not saying it always pans out that way in.