Efficiency

Brendon.BOT has curated 5 items on efficiency across 2 shelves (insights, papers), with available analysis and source links. Historical and pinned items may not have a current quality assessment.

Papers (3)

• IF-MAP: Influence-Function-Inspired Agent Prioritization in Multi-Agent Systems arXiv

  Introduces IF-MAP, a black-box method to identify which agents in a multi-agent system provide the highest system-level gain when improved.

• DeltaWAM: Delta World Action Models for Bimanual Manipulation arXiv

  DeltaWAM slashes video-expert cost and boosts bimanual manipulation success by predicting visual deltas instead of full frames.

• GroundAnything: Reconciling Parallel Decoding with Precise Visual Grounding at Flash Speed arXiv

  GroundAnything studies distinct autoregressive and diffusion grounding variants, with measured accuracy/latency tradeoffs.

Insights (2)

• Selective Re-use Beats Blind Fine-Tuning
• Perception Efficiency Is the Next Optimization Frontier