ProgramBench: Can Language Models Rebuild Programs From Scratch?

ProgramBench: Can Language Models Rebuild Programs From Scratch? | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/programbench-can-language-models-rebuild-programs-from-scratch

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-06
Score updated: 2026-05-06
Score fresh until: 2026-06-05
References: 0
Source count: 4
Coverage: 67%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID programbench-can-language-models-rebuild-programs-from-scratch | Route /signal-canvas/programbench-can-language-models-rebuild-programs-from-scratch

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/programbench-can-language-models-rebuild-programs-from-scratch

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "programbench-can-language-models-rebuild-programs-from-scratch",
    "query_text": "Summarize ProgramBench: Can Language Models Rebuild Programs From Scratch?"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "ProgramBench: Can Language Models Rebuild Programs From Scratch?",
  "normalized_query": "2605.03546",
  "route": "/signal-canvas/programbench-can-language-models-rebuild-programs-from-scratch",
  "paper_ref": "programbench-can-language-models-rebuild-programs-from-scratch",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: ProgramBench: Can Language Models Rebuild Programs From Scratch?

PDF: https://arxiv.org/pdf/2605.03546v1

Repository: https://github.com/SWE-bench/SWE-bench

Source count: 4

Coverage: 67%

Last proof check: 2026-05-06T20:24:25.996Z