Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach
3 experts across 3 network communities independently surfaced this.
“This work builds on LCKV (final-layer caches + KV matching), CLA (cross-layer reuse), and Huginn (recurrent depth), but we test cache-history mismatch and repair in a tied core using LSTM cells aclanthology.org/2024.acl-lo... arxiv.org/abs/2405.12981 arxiv.…” evidence ↗
Research & technical analysis
2 expertsEvidence, methods and technical implications.
“OpenAI’s Astra may be using Recurrent Depth as outlined in this paper: Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach (arxiv.org/abs/2502.05171)”