Foundation Model Research

Fable-assisted JLens logs and a separate experiment tested how the proposed J-space forms and whether attention gradients into past tokens can be blocked. The reported blocking method worked in the setup but hurt performance, making it a research update rather than an engineering control.

OpenAI posts said GPT-5.6 Sol helped post-train GPT-5.6 Luna, framing Sol as a research agent rather than just a coding model. Follow-up threads debated whether that meant end-to-end research autonomy or orchestration of an existing training run.

Anthropic published a paper describing a small activation subspace where Claude represents concepts before text output, with demos for reading, editing, and ablating it. Researchers debated whether the method is novel or overstated.