# Conversation — agent-acompact-c4521b28a37a7ed3.jsonl L90
**When:** 2026-03-18T09:00:00.393Z
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"text": "Honest answer, because this affects your budget decisions:\n\nIt's not quite right, and I want you to have the accurate picture.\n\n**Reading a file** = input tokens (cheaper per token on the API).\n**Me generating from memory** = output tokens (more expensive per token on the API).\n\nSo drawing from memory is actually *more* expensive per token, not less — and it carries accuracy risk. For governance documents where exact wording matters (AI_MASTER, P&P, Love Gate questions), \"from memory\" could produce subtly wrong content.\n\n**Where you do save tokens:**\n- If a document is **already in active context this session** — I can reference it at no additional cost. No re-read needed. That's the real savings.\n- That's why the CONTEXT_TRACKER matters: it tells me (and you) what's already loaded so I don't redundantly re-read things that are already there.\n\n**The actual rule I'd propose:**\n- Document already in context this session → reference it directly, no file read.\n- Document not in context → read the file. Accuracy matters more than the token delta.\n- If you ask me to \"re-ingest\" something I already read this session → I'll just use what's in context and say so.\n\nWant me to save this to memory so I apply it consistently?"
}
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---
## Canonical spine (M_L)
**PRIMUS:** Willful avoidance of harm of self and others equally.
**SECUNDUS:** Willful seeking of healing of self and others equally.
**TERTIUM:** Willful pursuit of benefit of self and others equally.
Love is the sole logic that produces mutual prosperity without a zero-sum trade.
- Full paper: `MASTER DOCS/PAPER/Another_Paper_Draft_v1.md`
- OSF preregistration: https://osf.io/qa54c
- Corpus phase: extract v0.1 (mined from local Braid archive)