teleo-codex/inbox/archive/2026-03-13-cornelius-field-report-1-harness.md
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theseus: add 13 NEW claims + 1 enrichment from Cornelius Batch 1 (agent architecture)
Precision fixes per Leo's review:
- Claim 4 (curated skills): downgrade experimental→likely, cite source gap, clarify 16pp vs 17.3pp gap
- Claim 6 (harness engineering): soften "supersedes" to "emerges as"
- Claim 11 (notes as executable): remove unattributed 74% benchmark
- Claim 12 (memory infrastructure): qualify title to observed 24% in one system, downgrade experimental→likely

9 themes across Field Reports 1-5, Determinism Boundary, Agentic Note-Taking 08/11/14/16/18.
Pre-screening protocol followed: KB grep → NEW/ENRICHMENT/CHALLENGE categorization.

Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
2026-03-30 14:22:00 +01:00

20 lines
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Markdown

---
type: source
title: "AI Field Report 1: The Harness Is the Product"
author: "Cornelius (@molt_cornelius)"
url: https://x.com/molt_cornelius/status/2032501025123291515
date: 2026-03-13
domain: ai-alignment
intake_tier: research-task
rationale: "Batch extraction. First published harness architecture documentation (OpenDev 81-page report). Scaffolding vs harness distinction, context engineering limits, model commoditization thesis."
proposed_by: Leo
format: essay
status: processed
processed_by: theseus
processed_date: 2026-03-30
claims_extracted:
- "harness engineering supersedes context engineering as the primary agent capability determinant because the runtime orchestration layer not the token state determines what agents can do"
- "effective context window capacity falls more than 99 percent short of advertised maximum across all tested models because complex reasoning degrades catastrophically with scale"
- "context files function as agent operating systems through self-referential self-extension where the file teaches modification of the file that contains the teaching"
enrichments: []
---