# Red-team reviews

For each dimension, one review arguing Huang's side and one arguing the Late Lessons side.

## Files

| File | Words | Summary |
|---|---|---|
| [Red team A (Huang's advocate): D01, Knowledge, uncertainty and verification](D01-knowledge-verification-A.md) | 7,183 | Reviewer's role: find every place where D01 is unfair to Huang or to the engineering approach. File reviewed: working/synthesis/dimensions/D01-knowledge-verification.md (539 lines). Checked against: the transcript… |
| [Red team B (Late Lessons' advocate): D01, Knowledge, uncertainty and verification](D01-knowledge-verification-B.md) | 7,671 | Reviewer's role: find every place where D01 is too credulous towards Huang or too quick to set Late Lessons aside. File reviewed: working/synthesis/dimensions/D01-knowledge-verification.md (539 lines). Checked against:… |
| [Red team A (Huang's advocate): D02, Warnings, warners and alarm](D02-warnings-and-alarm-A.md) | 5,740 | Reviewer's role: find every place where D02 is unfair to Huang or to the engineering approach. File reviewed: working/synthesis/dimensions/D02-warnings-and-alarm.md (379 lines). Checked against the transcript (turns… |
| [Red team B (Late Lessons' advocate): D02 "Warnings, warners and alarm"](D02-warnings-and-alarm-B.md) | 6,763 | Review of working/synthesis/dimensions/D02-warnings-and-alarm.md, written 26 September 2026. The brief is to find where D02 is too credulous toward Huang or too quick to set Late Lessons aside. Line numbers refer to D02… |
| [Red team A (Huang's advocate): D03, Proof, thresholds, error and liability](D03-proof-thresholds-liability-A.md) | 5,920 | Reviewer's role: find every place where D03 is unfair to Huang or to the engineering approach. File reviewed: working/synthesis/dimensions/D03-proof-thresholds-liability.md (339 lines). Checked against the transcript;… |
| [Red team B (Late Lessons' advocate): review of D03, "Proof, thresholds, error and liability"](D03-proof-thresholds-liability-B.md) | 6,205 | Reviewed file: working/synthesis/dimensions/D03-proof-thresholds-liability.md (339 lines). Written 26 September 2026. |
| [Red team A (Huang's advocate): D04, Interests, incentives and the political economy of knowledge](D04-interests-political-economy-A.md) | 6,494 | Reviewer's role: find every place where D04 is unfair to Huang or to the engineering approach. File reviewed: working/synthesis/dimensions/D04-interests-political-economy.md (351 lines). Checked against the transcript;… |
| [Red team B (Late Lessons' advocate): review of D04, "Interests, incentives and the political economy of knowledge"](D04-interests-political-economy-B.md) | 6,689 | Reviewed file: working/synthesis/dimensions/D04-interests-political-economy.md (351 lines). Written 26 September 2026. |
| [Red team A (Huang's advocate): D05, Innovation, infrastructure, trajectory and lock-in](D05-innovation-infrastructure-lockin-A.md) | 6,177 | Reviewer's role: find every place where D05 is unfair to Huang or to the engineering approach. File reviewed: working/synthesis/dimensions/D05-innovation-infrastructure-lockin.md (382 lines). What it was checked… |
| [Red team B (Late Lessons' advocate): review of D05, "Innovation, infrastructure, trajectory and lock-in"](D05-innovation-infrastructure-lockin-B.md) | 5,677 | Reviewed file: working/synthesis/dimensions/D05-innovation-infrastructure-lockin.md (382 lines). Written 26 September 2026. |
| [Red team A (Huang's advocate): D06, Costs, benefits, distribution and justice](D06-costs-benefits-justice-A.md) | 6,035 | Reviewer's role: find every place where D06 is unfair to Huang or to the engineering approach. File reviewed: working/synthesis/dimensions/D06-costs-benefits-justice.md (380 lines). Checked against the transcript; 02… |
| [Red team B (Late Lessons' advocate): review of D06, "Costs, benefits, distribution and justice"](D06-costs-benefits-justice-B.md) | 8,085 | Reviewed file: working/synthesis/dimensions/D06-costs-benefits-justice.md (380 lines). Written 26 September 2026. |
| [Red team A (Huang's advocate): D07, Governance, regulation and institutions](D07-governance-institutions-A.md) | 5,943 | Reviewer's role: find every place where D07 is unfair to Huang or to the engineering approach. File reviewed: working/synthesis/dimensions/D07-governance-institutions.md (579 lines). Checked against the transcript… |
| [Red team B (Late Lessons' advocate): review of D07, "Governance, regulation and institutions"](D07-governance-institutions-B.md) | 6,734 | Reviewed file: working/synthesis/dimensions/D07-governance-institutions.md (579 lines). Written 26 September 2026. |
| [Red team A (Huang's advocate): D08, Systems, complexity and scale](D08-systems-complexity-scale-A.md) | 5,479 | Reviewer's role: find every place where D08 is unfair to Huang or to the engineering approach. File reviewed: working/synthesis/dimensions/D08-systems-complexity-scale.md (386 lines). What it was checked against: - the… |
| [Red team B (Late Lessons' advocate): D08 Systems, complexity and scale](D08-systems-complexity-scale-B.md) | 4,820 | Review of working/synthesis/dimensions/D08-systems-complexity-scale.md, 26 September 2026. Brief: find where D08 is too credulous towards Huang or too quick to dismiss Late Lessons. Issues are ranked by how much they… |
| [Red team A (Huang's advocate): D09, Mindset, framing and the engineering worldview](D09-mindset-framing-engineering-A.md) | 8,368 | Reviewer's role: find every place where D09 is unfair to Huang or to the engineering approach. File reviewed: working/synthesis/dimensions/D09-mindset-framing-engineering.md (432 lines). Checked against the transcript… |
| [Red team B (Late Lessons' advocate): review of D09, "Mindset, framing and the engineering worldview"](D09-mindset-framing-engineering-B.md) | 9,141 | Reviewed file: working/synthesis/dimensions/D09-mindset-framing-engineering.md (432 lines). Written 26 September 2026. |
| [Red team A (Huang's advocate): D10, Geopolitics, competition and the race](D10-geopolitics-race-A.md) | 6,709 | Reviewer's role: find every place where D10 is unfair to Huang or to the engineering approach. File reviewed: working/synthesis/dimensions/D10-geopolitics-race.md (398 lines). Checked against the transcript (turns… |
| [Red team B (Late Lessons' advocate): review of D10, "Geopolitics, competition and the race"](D10-geopolitics-race-B.md) | 8,573 | Reviewed file: working/synthesis/dimensions/D10-geopolitics-race.md (398 lines). Written 26 September 2026. |
| [Red team A (Huang's advocate): D11, Where Late Lessons does not transfer, and where it supports Huang](D11-disanalogies-and-huangs-case-A.md) | 7,495 | Reviewer's role: find every place where D11 is unfair to Huang or to the engineering approach. File reviewed: working/synthesis/dimensions/D11-disanalogies-and-huangs-case.md (308 lines). Checked against the transcript… |
| [Red team B (Late Lessons' advocate): review of D11, "Where Late Lessons does not transfer, and where it supports Huang"](D11-disanalogies-and-huangs-case-B.md) | 9,278 | Reviewed file: working/synthesis/dimensions/D11-disanalogies-and-huangs-case.md (308 lines). Written 26 September 2026. |
| [Red team A (Huang's advocate): D12, the wider landscape and the engineering approach to safe and beneficial AI](D12-landscape-engineering-approach-A.md) | 7,257 | Reviewer's role: find every place where D12 is unfair to Huang or to the engineering approach. File reviewed: working/synthesis/dimensions/D12-landscape-engineering-approach.md (377 lines). |
| [Red team B (Late Lessons' advocate): review of D12, "The wider landscape and the engineering approach to safe and beneficial AI"](D12-landscape-engineering-approach-B.md) | 7,310 | Reviewed file: working/synthesis/dimensions/D12-landscape-engineering-approach.md (377 lines). Written 26 September 2026. |