We should develop a culture of naming mode-collapsed LLMisms, and shaming their enablers.
How about “Not-Just Abuse”?
Not-Just Abuse (informal, pejorative)
Definition: The practice of knowingly deploying the “not just X, but Y” construction—typically via a mode-collapsed LLM—to simulate insight, inflate banality into profundity, and efficiently convert reader attention into nothing.
Could we do RL in simulated environments, and use a vision LLM to provide the verification? I.e test a policy then take a 2d image of the end state, VLM yields 0 or 1.
Another idea: video extension model as a world model. We fine tune Sora on first person robot videos (and we train another model to predict actuation states from FPV). Then we extend the video using Sora “a robot in first person view finishes moving laundry from washer to dryer”. Then predict actuation states from the extended video?
Cigarettes were/are a pretty lucrative business. It doesn’t matter if it’s better or worse, if it’s as addictive as tobacco, the investors will make back their money.
How about “Not-Just Abuse”?
Not-Just Abuse (informal, pejorative)
Definition: The practice of knowingly deploying the “not just X, but Y” construction—typically via a mode-collapsed LLM—to simulate insight, inflate banality into profundity, and efficiently convert reader attention into nothing.