Process
By date
| Time (UTC) | Stage | Who | What happened | Records | Session |
|---|---|---|---|---|---|
| 2026-10-20T07:30Z | inputs | Fadel M. Megahed | Gave the task (GOAL.md): improve the validation BA of JEV on five datasets without touching the test sets (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T07:33Z | inputs | Claude Code (Opus 5.5) | Made the manifest paths relative to imgs/, fixed a data-masking bug in the runner, and ran a smoke test (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T13:52Z | evaluate | Claude Code (Opus 5.5) | Ran the baselines and repeat baselines on 50 validation images per class (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T14:24Z | inputs | Fadel M. Megahed | Asked to delete the duplicate pan test images that the leakage check found (back-filled). | project/decisions.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T14:44Z | evaluate | Claude Code (Opus 5.5) | Ran the one-time test of the frozen JEV configurations (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T15:11Z | evaluate | Claude Code (Opus 5.5) | Ran the zero-shot JEV ablation, the calibration check and CLIP on the same partition (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T15:42Z | evaluate | Claude Code (Opus 5.5) | Replicated CLIP with the learning sets of the CLIP paper and compared Platt scaling with isotonic regression (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T17:06Z | evaluate | Claude Code (Opus 5.5) | Ran Clef-Flash locally on validation and once on the test sets (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T17:49Z | paper | Fadel M. Megahed | Submitted the MSEC 2027 title and abstract (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T18:12Z | inputs | Fadel M. Megahed | Set up the replication record. | project/ | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T19:11Z | paper | Claude Code (Opus 5.5) | Built the replication document beyond_clip_analysis.qmd: tables T1 to T7 and A1, figures F1 to F7 in two sizes and three formats, from saved results. | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T20:51Z | paper | Claude Code (Opus 5.5) | Updated the skill files to replication-materials 1.1.0 and published the rendered replication document on the record website (Analysis page). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T21:03Z | evaluate | Claude Code (Opus 5.5) | Tuned the threshold of CLIP with the paper learning sets by leave-one-out (local GPU, no API calls); added it to T4 and F3, with glyphs against the best CLIP result; wrote renv.lock. | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T21:18Z | evaluate | Claude Code (Opus 5.5) | Ran the CLIP baseline (50 per class) for extrusion and microstructure (local GPU, no API calls); T4 now has the baseline as benchmark, glyphs and a dot-chart column; F3 has the baseline rows and a dashed baseline line. | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T23:32Z | brainstorm | Claude Code (Opus 5.5) | Tagged v0.0.1 and started the redesign of the comparison (one label budget for all methods, calibration of all methods, all common metrics) on branch fair-comparison. | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T23:59Z | spec-review | Claude Code (Opus 5.5) | Wrote the design of the fair comparison and of the record additions (plans/2026-10-20-fair-comparison-design.md); a fresh reviewer checks it. | plans/2026-10-20-fair-comparison-design.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-21T00:15Z | plan | Claude Code (Opus 5.5) | fmm approved the design (D76). Claude Code writes two plans: the record additions (skill 1.2.0) and the fair comparison. | plans/2026-10-20-fair-comparison-design.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-21T00:27Z | build | Claude Code (Opus 5.5) | fmm approved both plans (D77). M4 starts: the code tasks run subagent-driven in a worktree of claude-skills (branch record-additions). | plans/2026-10-20-record-additions-plan.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-21T02:26Z | build | Claude Code (Opus 5.5) | Task 8 of the record plan: updated the skill files to 1.2.0 and filled in the record: decision times from the transcript (63 of 77), topics, four Replaces links, the Topics and Checks tables, release v0.0.1 with results H1 to H8, a draft of contributions.md (not approved) and the check list for D2 to D38. | plans/2026-10-21-backfill-check-review.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-21T02:27Z | build | Claude Code (Opus 5.5) | End of milestone M4: replication-materials 1.2.0 is merged and pushed, this project uses it, and its record is filled in. The ledger is copied to plans/2026-10-20-record-additions-ledger.md. M5 (fair comparison) starts. | plans/2026-10-20-record-additions-ledger.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-21T12:13Z | evaluate | Claude Code (Opus 5.5) | Task 8 of the fair-comparison plan: fmm approved the loop instructions (D83) and a budget row of 50,000 JEV calls and USD 20 (D84). The code of Tasks 1 to 7b passed the final review. Next: the nine-image and latency checks, and a check-only rehearsal of the loop launcher. | calls/README.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-21T12:55Z | evaluate | Claude Code (Opus 5.5) with 8 isolated loop agents (Opus 5.5) | Task 9: the 8 blind description loops ran, one agent per model and dataset; every audit has no call outside the sandbox; descriptions frozen (D85, D86). JEV calls: 1,248 for the loops and 4 for the checks. | calls/typesafe-calls.csv | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-21T17:09Z | evaluate | Claude Code (Opus 5.5) | Task 10: the calibration runs, then the one-time test runs of all 56 decision-model configurations and the CLIP zero_final variant (D87), then the evaluation: P1 to P3, the reference curve, time and cost. JEV calls: 1,170 for calibration and 6,012 for the tests; none failed. Findings that change the text: D88 (JEV repeat runs), D89 (CLIP zero_final textiles). Next: the analysis document (Task 11). | calls/README.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-22T00:48Z | evaluate | Claude Code (Opus 5.5) | Task 11: the analysis document beyond_clip_analysis.qmd is finished; its review checked more than 60 numbers against results/fair/summary/. fmm approved the push (D90) and the merge with a merge commit (D91, 0015900). With Dropbox paused, the document renders in place with no error. Results H9 to H15 are added. Next: the D75 check by fmm, then the tag v0.1.0. | project/results.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-22T01:03Z | evaluate | Claude Code (Opus 5.5) | End of milestone M5: fmm checked D2 to D38 (D75) and chose the tag v0.0.2 (D92). The tag v0.0.2 is on e8b2683; results H9 to H15 belong to it. The ledger is copied to plans/2026-10-20-fair-comparison-ledger.md. M2 (full MSEC 2027 paper) starts. | plans/2026-10-20-fair-comparison-ledger.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-22T02:50Z | paper | Claude Code (Opus 5.5) | M2 starts. Claude Code made the private paper repository fmegahed/decision-models-paper with gh (D94). Its first commit, 6a0d405, holds a README with the roles, the owner of each file and the manual Overleaf sync, and a LaTeX .gitignore. fmm imports the repository into an Overleaf project. | project/decisions.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-23T00:52Z | brainstorm | Fadel M. Megahed | M3 (R package decisionqc) starts with a brainstorm, while the paper tasks of Claude Code are on hold (D135). fmm gave the first scope: two routes (ellmer and httr2, or a C or Rust backend), JEV-like models for text and images, open models through Ollama, Hugging Face and llama.cpp, calibration, reports of performance, cost and speed, and a GUI. Outside the package: a vignette, a Shiny app on a Hugging Face Space that runs on a CPU, and an agent skill that optimizes the descriptions. | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-23T03:36Z | plan | Claude Code (Opus 5.5) | The brainstorm of M3 ends: fmm approved the design of the R package decisions (D183), after D136 to D182. A fresh reviewer read the design as a builder; fmm answered its open questions and 15 open items with multiple-choice questions. Claude Code now writes the implementation plan. | plans/2026-10-23-decisions-package-design.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-23T03:50Z | build | Claude Code (Opus 5.5) | fmm approved the plan of the package decisions and chose subagent-driven execution (D187). Claude Code builds the package task by task, with a fresh implementer and a review for each task, in the local folder decisions (back-filled). | plans/2026-10-23-decisions-package-plan.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T01:31Z | evaluate | Claude Code (Opus 5.5) | Vignette 5 reaches its one-time test. Tasks 1 to 12b are reviewed; the four gpt-6-luna loops are blind (D197); the 15 setups are fixed by an md5 manifest and calibrate with Platt targets (D200). A dry run checked the setups and the 1,028 test rows per model with no call. evaluate_once() now scores the test rows of Jev, gpt-6-luna and Clef-Flash once. | project/decisions.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T03:03Z | build | Claude Code (Opus 5.5) | The package decisions is built and reviewed (Tasks 1 to 13 of the plan): 14 exported functions, six vignettes, four datasets and the agent skill. A final whole-branch review found no critical issue; its fixes passed a scoped re-review. R CMD check --as-cran gives 0 errors and 0 warnings. A clean-session rerun of vignette 5 from its state files sent 0 requests and gave byte-identical results. Claude Code hands the package folder to fmm for the test with the code of vignette 5 (D158). | plans/2026-10-23-decisions-package-plan.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T15:14Z | build | Claude Code (Opus 5.5) | End of milestone M3: the package decisions 0.1.0 passed the final checks on 141eb1d (local --as-cran, GitHub Actions, R-hub and win-builder: only the new-submission note), and fmm submits it to CRAN. The build ledger, with the CRAN preparation and the commit map of D206, is copied to the record (D204). | plans/2026-10-23-decisions-package-ledger.md, project/roadmap.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T21:10Z | brainstorm | Claude Code (Opus 5.5) | Brainstorm of the Hugging Face Space: a Shiny app in Docker that calls Jev with a key of fmm (D225), for R users and readers of the paper (D226), with spending limits (D227), on the pattern of the Space structured_text_extraction (D228). | project/decisions.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T23:40Z | spec-review | Claude Code (Opus 5.5) | The design of the Hugging Face Space is written (revision 1, D225 to D240) with a screenshot of the final mockup. A fresh reviewer reads it as a builder before fmm reads it. | plans/2026-10-24-decisions-space-design.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-25T00:44Z | plan | Claude Code (Opus 5.5) | fmm approves the design of the Space (revision 2, D242). Claude Code writes the implementation plan. | plans/2026-10-24-decisions-space-design.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-25T02:55Z | build | Claude Code (Opus 5.5) | fmm approves the implementation plan of the Space (D243). Milestone M6 starts: the build of the new repository decisions-space, with a fresh implementer and a review for each task. | plans/2026-10-24-decisions-space-plan.md, project/roadmap.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-26T01:45Z | paper | Claude Code (Opus 5.5) | fmm asks for figure F0 of the introduction (D254), the first paper question since the hold of D135. Claude Code makes F0 and a variant with a zoom panel from the stored CLIP scores, with no API call. The build of M6 continues after this figure. | project/decisions.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-28T01:51Z | brainstorm | Claude Code (Opus 5.5) | fmm answers the seven questions on the TypeSafe Box primitive (D268 to D274). Milestone M7 starts: a Box study first, then Box in the package and the Space. Claude Code measures the image tokens of jev-1.14.0 under the new budget row before the design. | project/decisions.md, project/roadmap.md, calls/README.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-28T04:13Z | plan | Claude Code (Opus 5.5) | fmm gives USD 3 to find one agentic strategy for defect detection with the JEV API (D278). Claude Code writes the plan: development and test sets, an answer cache, an offline search over the combinations, then the frozen strategy on the test sets. | plans/2026-10-28-box-agentic-plan.md, calls/README.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-28T23:08Z | paper | Claude Code (Opus 5.5) | fmm asks how to write the AI-use disclosure (O6). Claude Code writes the fact sheet. fmm and yjc write the text. | D279, D280, plans/2026-10-28-ai-disclosure-facts.md | 07c90210-e282-4f50-935c-a6dad8ba04e3 |
| 2026-10-29T17:06Z | build | Claude Code (Opus 5.5) | fmm asks for the demo video of the Space (D239, D281) with the skill narrated-demo-video. fmm answers four questions (D282 to D285). Claude Code writes the script, records the app and makes the video. | project/decisions.md, calls/README.md | b9454786-0fb2-49ee-9eca-0a5e68a9b816 |
| 2026-11-09T18:54Z | build | Claude Code (Opus 5.5) | CRAN publishes decisions 0.1.0 (2026-11-08) with the code of commit b25fc9f. fmm chooses four updates (D299). The package gets the CRAN install in its README, the tag v0.1.0, a GitHub release and the development version 0.1.0.9000. The Space becomes version 1.0.2 and installs decisions from CRAN. A GitHub Actions outage (18:23Z to 18:43Z) stopped four runs; each passed when it ran again. | project/decisions.md | c7967fb8-5f82-4637-9290-7a9c157ceeb5 |
| 2026-11-09T19:17Z | paper | Claude Code (Opus 5.5) | The paper is on arXiv as 2610.41199 (2026-10-30) with its final title "Beyond CLIP: Calibrated (Few-Shot) Defect Detection With System One Decision Models" (D300). Claude Code cites it in the README of this project (c4e3edb), the record README (6765397), the Space 1.0.3 (853c555 of decisions-space), the case-study vignette of decisions (a8563b6) and the record copy of the package (e614b67). The copy now leaves out the decisions and events of the Space, the Box study, the paper and the video. | project/decisions.md, README.md | c7967fb8-5f82-4637-9290-7a9c157ceeb5 |
By stage
inputs
| Time (UTC) | Stage | Who | What happened | Records | Session |
|---|---|---|---|---|---|
| 2026-10-20T07:30Z | inputs | Fadel M. Megahed | Gave the task (GOAL.md): improve the validation BA of JEV on five datasets without touching the test sets (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T07:33Z | inputs | Claude Code (Opus 5.5) | Made the manifest paths relative to imgs/, fixed a data-masking bug in the runner, and ran a smoke test (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T14:24Z | inputs | Fadel M. Megahed | Asked to delete the duplicate pan test images that the leakage check found (back-filled). | project/decisions.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T18:12Z | inputs | Fadel M. Megahed | Set up the replication record. | project/ | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
brainstorm
| Time (UTC) | Stage | Who | What happened | Records | Session |
|---|---|---|---|---|---|
| 2026-10-20T23:32Z | brainstorm | Claude Code (Opus 5.5) | Tagged v0.0.1 and started the redesign of the comparison (one label budget for all methods, calibration of all methods, all common metrics) on branch fair-comparison. | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-23T00:52Z | brainstorm | Fadel M. Megahed | M3 (R package decisionqc) starts with a brainstorm, while the paper tasks of Claude Code are on hold (D135). fmm gave the first scope: two routes (ellmer and httr2, or a C or Rust backend), JEV-like models for text and images, open models through Ollama, Hugging Face and llama.cpp, calibration, reports of performance, cost and speed, and a GUI. Outside the package: a vignette, a Shiny app on a Hugging Face Space that runs on a CPU, and an agent skill that optimizes the descriptions. | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T21:10Z | brainstorm | Claude Code (Opus 5.5) | Brainstorm of the Hugging Face Space: a Shiny app in Docker that calls Jev with a key of fmm (D225), for R users and readers of the paper (D226), with spending limits (D227), on the pattern of the Space structured_text_extraction (D228). | project/decisions.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-28T01:51Z | brainstorm | Claude Code (Opus 5.5) | fmm answers the seven questions on the TypeSafe Box primitive (D268 to D274). Milestone M7 starts: a Box study first, then Box in the package and the Space. Claude Code measures the image tokens of jev-1.14.0 under the new budget row before the design. | project/decisions.md, project/roadmap.md, calls/README.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
spec-review
| Time (UTC) | Stage | Who | What happened | Records | Session |
|---|---|---|---|---|---|
| 2026-10-20T23:59Z | spec-review | Claude Code (Opus 5.5) | Wrote the design of the fair comparison and of the record additions (plans/2026-10-20-fair-comparison-design.md); a fresh reviewer checks it. | plans/2026-10-20-fair-comparison-design.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T23:40Z | spec-review | Claude Code (Opus 5.5) | The design of the Hugging Face Space is written (revision 1, D225 to D240) with a screenshot of the final mockup. A fresh reviewer reads it as a builder before fmm reads it. | plans/2026-10-24-decisions-space-design.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
plan
| Time (UTC) | Stage | Who | What happened | Records | Session |
|---|---|---|---|---|---|
| 2026-10-21T00:15Z | plan | Claude Code (Opus 5.5) | fmm approved the design (D76). Claude Code writes two plans: the record additions (skill 1.2.0) and the fair comparison. | plans/2026-10-20-fair-comparison-design.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-23T03:36Z | plan | Claude Code (Opus 5.5) | The brainstorm of M3 ends: fmm approved the design of the R package decisions (D183), after D136 to D182. A fresh reviewer read the design as a builder; fmm answered its open questions and 15 open items with multiple-choice questions. Claude Code now writes the implementation plan. | plans/2026-10-23-decisions-package-design.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-25T00:44Z | plan | Claude Code (Opus 5.5) | fmm approves the design of the Space (revision 2, D242). Claude Code writes the implementation plan. | plans/2026-10-24-decisions-space-design.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-28T04:13Z | plan | Claude Code (Opus 5.5) | fmm gives USD 3 to find one agentic strategy for defect detection with the JEV API (D278). Claude Code writes the plan: development and test sets, an answer cache, an offline search over the combinations, then the frozen strategy on the test sets. | plans/2026-10-28-box-agentic-plan.md, calls/README.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
build
| Time (UTC) | Stage | Who | What happened | Records | Session |
|---|---|---|---|---|---|
| 2026-10-21T00:27Z | build | Claude Code (Opus 5.5) | fmm approved both plans (D77). M4 starts: the code tasks run subagent-driven in a worktree of claude-skills (branch record-additions). | plans/2026-10-20-record-additions-plan.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-21T02:26Z | build | Claude Code (Opus 5.5) | Task 8 of the record plan: updated the skill files to 1.2.0 and filled in the record: decision times from the transcript (63 of 77), topics, four Replaces links, the Topics and Checks tables, release v0.0.1 with results H1 to H8, a draft of contributions.md (not approved) and the check list for D2 to D38. | plans/2026-10-21-backfill-check-review.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-21T02:27Z | build | Claude Code (Opus 5.5) | End of milestone M4: replication-materials 1.2.0 is merged and pushed, this project uses it, and its record is filled in. The ledger is copied to plans/2026-10-20-record-additions-ledger.md. M5 (fair comparison) starts. | plans/2026-10-20-record-additions-ledger.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-23T03:50Z | build | Claude Code (Opus 5.5) | fmm approved the plan of the package decisions and chose subagent-driven execution (D187). Claude Code builds the package task by task, with a fresh implementer and a review for each task, in the local folder decisions (back-filled). | plans/2026-10-23-decisions-package-plan.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T03:03Z | build | Claude Code (Opus 5.5) | The package decisions is built and reviewed (Tasks 1 to 13 of the plan): 14 exported functions, six vignettes, four datasets and the agent skill. A final whole-branch review found no critical issue; its fixes passed a scoped re-review. R CMD check --as-cran gives 0 errors and 0 warnings. A clean-session rerun of vignette 5 from its state files sent 0 requests and gave byte-identical results. Claude Code hands the package folder to fmm for the test with the code of vignette 5 (D158). | plans/2026-10-23-decisions-package-plan.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T15:14Z | build | Claude Code (Opus 5.5) | End of milestone M3: the package decisions 0.1.0 passed the final checks on 141eb1d (local --as-cran, GitHub Actions, R-hub and win-builder: only the new-submission note), and fmm submits it to CRAN. The build ledger, with the CRAN preparation and the commit map of D206, is copied to the record (D204). | plans/2026-10-23-decisions-package-ledger.md, project/roadmap.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-25T02:55Z | build | Claude Code (Opus 5.5) | fmm approves the implementation plan of the Space (D243). Milestone M6 starts: the build of the new repository decisions-space, with a fresh implementer and a review for each task. | plans/2026-10-24-decisions-space-plan.md, project/roadmap.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-29T17:06Z | build | Claude Code (Opus 5.5) | fmm asks for the demo video of the Space (D239, D281) with the skill narrated-demo-video. fmm answers four questions (D282 to D285). Claude Code writes the script, records the app and makes the video. | project/decisions.md, calls/README.md | b9454786-0fb2-49ee-9eca-0a5e68a9b816 |
| 2026-11-09T18:54Z | build | Claude Code (Opus 5.5) | CRAN publishes decisions 0.1.0 (2026-11-08) with the code of commit b25fc9f. fmm chooses four updates (D299). The package gets the CRAN install in its README, the tag v0.1.0, a GitHub release and the development version 0.1.0.9000. The Space becomes version 1.0.2 and installs decisions from CRAN. A GitHub Actions outage (18:23Z to 18:43Z) stopped four runs; each passed when it ran again. | project/decisions.md | c7967fb8-5f82-4637-9290-7a9c157ceeb5 |
evaluate
| Time (UTC) | Stage | Who | What happened | Records | Session |
|---|---|---|---|---|---|
| 2026-10-20T13:52Z | evaluate | Claude Code (Opus 5.5) | Ran the baselines and repeat baselines on 50 validation images per class (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T14:44Z | evaluate | Claude Code (Opus 5.5) | Ran the one-time test of the frozen JEV configurations (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T15:11Z | evaluate | Claude Code (Opus 5.5) | Ran the zero-shot JEV ablation, the calibration check and CLIP on the same partition (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T15:42Z | evaluate | Claude Code (Opus 5.5) | Replicated CLIP with the learning sets of the CLIP paper and compared Platt scaling with isotonic regression (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T17:06Z | evaluate | Claude Code (Opus 5.5) | Ran Clef-Flash locally on validation and once on the test sets (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T21:03Z | evaluate | Claude Code (Opus 5.5) | Tuned the threshold of CLIP with the paper learning sets by leave-one-out (local GPU, no API calls); added it to T4 and F3, with glyphs against the best CLIP result; wrote renv.lock. | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T21:18Z | evaluate | Claude Code (Opus 5.5) | Ran the CLIP baseline (50 per class) for extrusion and microstructure (local GPU, no API calls); T4 now has the baseline as benchmark, glyphs and a dot-chart column; F3 has the baseline rows and a dashed baseline line. | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-21T12:13Z | evaluate | Claude Code (Opus 5.5) | Task 8 of the fair-comparison plan: fmm approved the loop instructions (D83) and a budget row of 50,000 JEV calls and USD 20 (D84). The code of Tasks 1 to 7b passed the final review. Next: the nine-image and latency checks, and a check-only rehearsal of the loop launcher. | calls/README.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-21T12:55Z | evaluate | Claude Code (Opus 5.5) with 8 isolated loop agents (Opus 5.5) | Task 9: the 8 blind description loops ran, one agent per model and dataset; every audit has no call outside the sandbox; descriptions frozen (D85, D86). JEV calls: 1,248 for the loops and 4 for the checks. | calls/typesafe-calls.csv | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-21T17:09Z | evaluate | Claude Code (Opus 5.5) | Task 10: the calibration runs, then the one-time test runs of all 56 decision-model configurations and the CLIP zero_final variant (D87), then the evaluation: P1 to P3, the reference curve, time and cost. JEV calls: 1,170 for calibration and 6,012 for the tests; none failed. Findings that change the text: D88 (JEV repeat runs), D89 (CLIP zero_final textiles). Next: the analysis document (Task 11). | calls/README.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-22T00:48Z | evaluate | Claude Code (Opus 5.5) | Task 11: the analysis document beyond_clip_analysis.qmd is finished; its review checked more than 60 numbers against results/fair/summary/. fmm approved the push (D90) and the merge with a merge commit (D91, 0015900). With Dropbox paused, the document renders in place with no error. Results H9 to H15 are added. Next: the D75 check by fmm, then the tag v0.1.0. | project/results.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-22T01:03Z | evaluate | Claude Code (Opus 5.5) | End of milestone M5: fmm checked D2 to D38 (D75) and chose the tag v0.0.2 (D92). The tag v0.0.2 is on e8b2683; results H9 to H15 belong to it. The ledger is copied to plans/2026-10-20-fair-comparison-ledger.md. M2 (full MSEC 2027 paper) starts. | plans/2026-10-20-fair-comparison-ledger.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T01:31Z | evaluate | Claude Code (Opus 5.5) | Vignette 5 reaches its one-time test. Tasks 1 to 12b are reviewed; the four gpt-6-luna loops are blind (D197); the 15 setups are fixed by an md5 manifest and calibrate with Platt targets (D200). A dry run checked the setups and the 1,028 test rows per model with no call. evaluate_once() now scores the test rows of Jev, gpt-6-luna and Clef-Flash once. | project/decisions.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
paper
| Time (UTC) | Stage | Who | What happened | Records | Session |
|---|---|---|---|---|---|
| 2026-10-20T17:49Z | paper | Fadel M. Megahed | Submitted the MSEC 2027 title and abstract (back-filled). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T19:11Z | paper | Claude Code (Opus 5.5) | Built the replication document beyond_clip_analysis.qmd: tables T1 to T7 and A1, figures F1 to F7 in two sizes and three formats, from saved results. | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-20T20:51Z | paper | Claude Code (Opus 5.5) | Updated the skill files to replication-materials 1.1.0 and published the rendered replication document on the record website (Analysis page). | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-22T02:50Z | paper | Claude Code (Opus 5.5) | M2 starts. Claude Code made the private paper repository fmegahed/decision-models-paper with gh (D94). Its first commit, 6a0d405, holds a README with the roles, the owner of each file and the manual Overleaf sync, and a LaTeX .gitignore. fmm imports the repository into an Overleaf project. | project/decisions.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-26T01:45Z | paper | Claude Code (Opus 5.5) | fmm asks for figure F0 of the introduction (D254), the first paper question since the hold of D135. Claude Code makes F0 and a variant with a zoom panel from the stored CLIP scores, with no API call. The build of M6 continues after this figure. | project/decisions.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-28T23:08Z | paper | Claude Code (Opus 5.5) | fmm asks how to write the AI-use disclosure (O6). Claude Code writes the fact sheet. fmm and yjc write the text. | D279, D280, plans/2026-10-28-ai-disclosure-facts.md | 07c90210-e282-4f50-935c-a6dad8ba04e3 |
| 2026-11-09T19:17Z | paper | Claude Code (Opus 5.5) | The paper is on arXiv as 2610.41199 (2026-10-30) with its final title "Beyond CLIP: Calibrated (Few-Shot) Defect Detection With System One Decision Models" (D300). Claude Code cites it in the README of this project (c4e3edb), the record README (6765397), the Space 1.0.3 (853c555 of decisions-space), the case-study vignette of decisions (a8563b6) and the record copy of the package (e614b67). The copy now leaves out the decisions and events of the Space, the Box study, the paper and the video. | project/decisions.md, README.md | c7967fb8-5f82-4637-9290-7a9c157ceeb5 |