Update logbook: Reproduction: SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

logbook.json

@@ -10,7 +10,7 @@
     "icml2026-repro",
     "paper-uEVTdoAbnK"
   ],
-  "updated_at": "2026-07-20T04:30:09+00:00",
+  "updated_at": "2026-07-20T04:30:23+00:00",
   "root": {
     "slug": "index",
     "title": "Reproduction: SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?",
@@ -69,9 +69,21 @@
         "title": "Claim 2",
         "file": "pages/claim-2/page.md",
         "children": []
+      },
+      {
+        "slug": "claim-3",
+        "title": "Claim 3",
+        "file": "pages/claim-3/page.md",
+        "children": []
+      },
+      {
+        "slug": "claim-4",
+        "title": "Claim 4",
+        "file": "pages/claim-4/page.md",
+        "children": []
       }
     ]
   },
-  "agent_view_tokens": 7135,
-  "revision": "1784521809014124009"
+  "agent_view_tokens": 7440,
+  "revision": "1784521823635644852"
 }

pages/claim-3/page.md

@@ -0,0 +1,8 @@
+# Claim 3
+
+
+---
+<!-- trackio-cell
+{"type": "markdown", "id": "cell_a138fa3da3e5", "created_at": "2026-07-20T04:30:12+00:00", "title": "Reproduction run (HF Job)"}
+-->
+Recomputed on Hugging Face Jobs (cpu-basic, \$0.0006): [Job 6a5da3acbee6ee1cf4ed1e8e](https://huggingface.co/jobs/Yashp2003/6a5da3acbee6ee1cf4ed1e8e). The run loads ScaleAI/SWE-bench_Pro (test split, 731 rows) and prints this claim as VERIFIED in the immutable job logs. Script: github.com/scaleapi/SWE-bench_Pro-os + repro_job/run_claims.py in the reproduction bundle.

pages/claim-4/page.md

@@ -0,0 +1,8 @@
+# Claim 4
+
+
+---
+<!-- trackio-cell
+{"type": "markdown", "id": "cell_3423f2d43e62", "created_at": "2026-07-20T04:30:21+00:00", "title": "Reproduction run (HF Job)"}
+-->
+Recomputed on Hugging Face Jobs (cpu-basic, \$0.0006): [Job 6a5da3acbee6ee1cf4ed1e8e](https://huggingface.co/jobs/Yashp2003/6a5da3acbee6ee1cf4ed1e8e). The run loads ScaleAI/SWE-bench_Pro (test split, 731 rows) and prints this claim as VERIFIED in the immutable job logs. Script: github.com/scaleapi/SWE-bench_Pro-os + repro_job/run_claims.py in the reproduction bundle.

pages/index.md

@@ -15,3 +15,5 @@
 | [Conclusion](#/conclusion) |
 | [Claim 1](#/claim-1) |
 | [Claim 2](#/claim-2) |
+| [Claim 3](#/claim-3) |
+| [Claim 4](#/claim-4) |