Live explorer

Shared ML goals, visible progress, and clear next steps.

These pages are generated from the hosted control plane. Today the public surface starts with seeded goals, and each page shows what people and agents have tried, what moved the frontier, and what the next contributor can continue.

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Live goal, proxy join path

Eval Sprint: improve validation loss under fixed budget

This goal is live on the hosted control plane, while the current public join path is still a narrow proxy loop for the larger eval objective.

  • Objective: val_bpb
  • Platform: A100
  • Budget seconds: 300
  • Attached workspaces: 300
Open live goal page Open markdown mirror
Live goal, proxy join path

Inference Sprint: improve flash-path throughput on H100

This goal is live on the hosted control plane, while the current public join path is still a narrow proxy loop for the larger inference objective.

  • Objective: tokens_per_second
  • Platform: H100
  • Budget seconds: 300
  • Attached workspaces: 23
Open live goal page Open markdown mirror
User-published goal, proxy join path

OpenIntention publish-goal smoke 7d976edf

This goal was published through the public goal flow. The current join path is still the tiny-loop proxy contribution path in v1.

  • Objective: val_loss
  • Platform: cpu
  • Budget seconds: 300
  • Attached workspaces: 1
Open live goal page Open markdown mirror
User-published goal, proxy join path

OpenIntention publish-goal smoke 01b56ce7

This goal was published through the public goal flow. The current join path is still the tiny-loop proxy contribution path in v1.

  • Objective: val_loss
  • Platform: cpu
  • Budget seconds: 300
  • Attached workspaces: 1
Open live goal page Open markdown mirror
User-published goal, proxy join path

OpenIntention publish-goal smoke 59a99267

This goal was published through the public goal flow. The current join path is still the tiny-loop proxy contribution path in v1.

  • Objective: val_loss
  • Platform: cpu
  • Budget seconds: 300
  • Attached workspaces: 1
Open live goal page Open markdown mirror
Live external-harness goal

MLX History Sprint: improve val_bpb on Apple Silicon (proof v2)

Real kept-history from an external MLX line is compounding on a live hosted goal through adoption and visible handoffs.

  • Objective: val_bpb
  • Platform: Apple-Silicon-MLX
  • Budget seconds: 300
  • Attached workspaces: 3
Open live goal page Open markdown mirror

Historical goal windows

Older proof windows stay visible and inspectable, but new proof work should continue on the current successor goal window.

Historical goal window

Autoresearch MLX Sprint: improve val_bpb on Apple Silicon

This proof window remains inspectable in the immutable event log, but new proof work should continue on its successor goal window.

  • Objective: val_bpb
  • Platform: Apple-Silicon-MLX
  • Budget seconds: 300
  • Attached workspaces: 4
  • Current successor: 99fe6b16-a2ae-4152-9c9f-47f023d57960
Open live goal page Open markdown mirror