# Stage C3. Model: literature

[Back to the Manual](../README.md)

**What it produces:** the model against work that contradicts it and work that resembles it; §1's claim put to the structure. **Model:** `arm.json`. (From the contract's stage table, section 4.)

Status: **finished**. [the card](../../aggregator/runs/claude-v43-1/STAGE%20CARDS/Stage%20C3.%20Model%20-%20literature.md) · [the stage file](../../aggregator/runs/claude-v43-1/DROPS/C3/stages/STAGE-C3-model-literature.md) · [the handback](../../aggregator/runs/claude-v43-1/00_GIVE-THE-AGENT/out/handback-C3.md)

Steps: `C3a` contradicting shelf; `C3b` resembling shelf; `C3c` the four problems (interview)

## C3a · contradicting shelf

Closed 2026-10-14T14:22:30Z; closed; 14523 out files; tokens in 124826701, out 248962 (summed over every turn of the leg).

[the checkpoint](../../aggregator/runs/claude-v43-1/CONTROL/snapshots/C3.C3a) · [the transcript](../../aggregator/runs/claude-v43-1/00_GIVE-THE-AGENT/out/_transcripts/leg-C3.C3a-f19e2951-1ee4-49df-aaff-541f8eac7162.jsonl)

Talk with the analyst as it was at the end of this leg (a read-only fork; your account's usage; the transcript in the repository is not changed; [what this command does](../9-resuming.md)):

```bash
cd "$(git rev-parse --show-toplevel)/aggregator/runs/claude-v43-1/00_GIVE-THE-AGENT" && claude --resume "$PWD/out/_transcripts/leg-C3.C3a-f19e2951-1ee4-49df-aaff-541f8eac7162.jsonl" --fork-session --permission-mode plan --model claude-opus-5-5 --effort xhigh --strict-mcp-config --disallowedTools Bash Write Edit MultiEdit NotebookEdit
```


## C3b · resembling shelf

Closed 2026-10-14T14:49:03Z; closed; 14559 out files; tokens in 114686979, out 312988 (summed over every turn of the leg).

[the checkpoint](../../aggregator/runs/claude-v43-1/CONTROL/snapshots/C3.C3b) · [the transcript](../../aggregator/runs/claude-v43-1/00_GIVE-THE-AGENT/out/_transcripts/leg-C3.C3b-dafd733b-67a1-40dd-b702-59f9fccc28af.jsonl)

Talk with the analyst as it was at the end of this leg (a read-only fork; your account's usage; the transcript in the repository is not changed; [what this command does](../9-resuming.md)):

```bash
cd "$(git rev-parse --show-toplevel)/aggregator/runs/claude-v43-1/00_GIVE-THE-AGENT" && claude --resume "$PWD/out/_transcripts/leg-C3.C3b-dafd733b-67a1-40dd-b702-59f9fccc28af.jsonl" --fork-session --permission-mode plan --model claude-opus-5-5 --effort xhigh --strict-mcp-config --disallowedTools Bash Write Edit MultiEdit NotebookEdit
```


## C3c · the four problems

Closed 2026-10-14T15:16:17Z; an interview point; 14583 out files; tokens in 40284398, out 290293 (summed over every turn of the leg).

[the brief](../../aggregator/runs/claude-v43-1/00_GIVE-THE-AGENT/out/interview/C3c_model-literature_the-four-problems_2026-10-14T17-12.md) · [the checkpoint](../../aggregator/runs/claude-v43-1/CONTROL/snapshots/C3.C3c) · [the transcript](../../aggregator/runs/claude-v43-1/00_GIVE-THE-AGENT/out/_transcripts/leg-C3.C3c-c2dd3098-f9cb-401b-b9c8-c0f362cd58fa.jsonl)

Talk with the analyst as it was at the end of this leg (a read-only fork; your account's usage; the transcript in the repository is not changed; [what this command does](../9-resuming.md)):

```bash
cd "$(git rev-parse --show-toplevel)/aggregator/runs/claude-v43-1/00_GIVE-THE-AGENT" && claude --resume "$PWD/out/_transcripts/leg-C3.C3c-c2dd3098-f9cb-401b-b9c8-c0f362cd58fa.jsonl" --fork-session --permission-mode plan --model claude-opus-5-5 --effort xhigh --strict-mcp-config --disallowedTools Bash Write Edit MultiEdit NotebookEdit
```

- Interview 2026-10-14T15:29:06Z: fork 1b57e7d7-8e84-4c5f-a92f-f43e786b2f43 (transcript not archived)