Production progress

Evidence-Ledger Synthesis of Post-Training Quantization for LLMs

Current stage: Finalize · complete · step 8/8

manifest=workspace/cs-ai/llm-quantization/production_run.json

8 of 8 steps complete

100%

✓Select direction
✓Discover papers
✓Produce abstract evidence
✓Produce claim table
✓Score product/TTV
✓Write paper
✓Build site
✓Finalize

✓

Step 1/8 · 12%

Select direction

Evidence-Ledger Synthesis of Post-Training Quantization for LLMs

complete

✓

Step 2/8 · 25%

Discover papers

used cached metadata and triage for top 5

complete

✓

Step 3/8 · 38%

Produce abstract evidence

generated_or_updated=0

complete

✓

Step 4/8 · 50%

Produce claim table

claim_rows=5

complete

✓

Step 5/8 · 62%

Score product/TTV

first_evidence=10.0s; completed_steps=7

complete

✓

Step 6/8 · 75%

Write paper

workspace/cs-ai/llm-quantization/paper/main.md; audit=needs work

complete

✓

Step 7/8 · 88%

Build site

public

complete

✓

Step 8/8 · 100%

Finalize

manifest=workspace/cs-ai/llm-quantization/production_run.json

complete

Show raw progress ledger

Production Progress: Evidence-Ledger Synthesis of Post-Training Quantization for LLMs

Direction: seed-llm-quantization
Scope: cs-ai/llm-quantization
Updated: 2026-06-11T22:03:19+00:00

Step	Progress	Status	Detail
1/8 Select direction	12%	complete	Evidence-Ledger Synthesis of Post-Training Quantization for LLMs
2/8 Discover papers	25%	running	max_results=30, sort_by=relevance
2/8 Discover papers	25%	complete	used cached metadata and triage for top 5
3/8 Produce abstract evidence	38%	running	seeding evidence_matrix.csv
3/8 Produce abstract evidence	38%	complete	generated_or_updated=0
4/8 Produce claim table	50%	running	updating brief.md
4/8 Produce claim table	50%	complete	claim_rows=5
5/8 Validate claims	62%	running	checking paper IDs and evidence rows
5/8 Validate claims	62%	pass	filled_evidence_rows=5
5/8 Score novelty	62%	complete	score=0.965 (paper=1.0, claim=0.913); novel=5/5 papers; duplicates_with_prior=0
5/8 Score correctness	62%	complete	score=0.755 (quote_in_pdf=1.0, claim_support=0.316, locator=0.8); rows_scored=5, pdfs_missing=0
5/8 Score product/TTV	62%	complete	first_evidence=10.0s; completed_steps=7
6/8 Write paper	75%	running	Evidence-Ledger Synthesis of Post-Training Quantization for LLMs
6/8 Write paper	75%	complete	workspace/cs-ai/llm-quantization/paper/main.md; audit=needs work
7/8 Build site	88%	running	public
7/8 Build site	88%	complete	public
8/8 Finalize	100%	running	writing manifest
8/8 Finalize	100%	complete	manifest=workspace/cs-ai/llm-quantization/production_run.json