Joint Embedding Predictive Architecture by LeCun (2022): predicts in latent space conditioned on agent actions, contrasting with autoregressive token prediction
| Name | Categories | Topics | References | Credibility | CreateDate | UpdateDate | Title | RelatedNotes | NavigationOrder | Eleventy | TemplateEngineOverride | Created |
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| 20260630_from_tokens_to_states_llms_world_models | paper_analysis | llm, reasoning, world_model, memory_mechanism, agent_architecture | jepa, othello_gpt | 100 | From Tokens to States: LLMs as a Special Case of World Models and the Continuous Path Beyond | memory_os_of_ai_agent, rl_long_horizon_reasoning_llm_expressiveness | [object Object] | [object Object] | md |