執行與物理線——一個答案在回合、語意工作、能量與計算時空上的代價

研究問題

research_questions

• What is the physical unit of 'one turn' once interaction compression is separated from computation compression?
• What does intelligence compute once — if not a token, a FLOP, a neuron activation, a layer or a thought?
• How can a semantic unit that cannot be observed directly be measured the way cognitive neuroscience measures cognition?
• Which Joule is meant — gross, baseline, marginal or attributed — and inside which boundary?
• What is the full physical cost of a computation beyond arithmetic: memory traffic, residency, interconnect, occupancy, time, topology?

主張

claims

• One user turn ≠ one model invocation ≠ one generation trajectory ≠ one agent loop ≠ one physical computation; interaction compression is not computation compression.
• Token ≠ μI ≠ FLOP; the minimal unit of intelligent work must sit between semantics and physics and be resolution-relative, not an absolute atom.
• The same observable event type (a spike, a token, a μI) has no fixed energy; energy is a realization distribution conditioned on architecture, hardware, context and boundary.
• FLOPs are one projection; V_C + V_M + V_N + V_S has no physical meaning before normalization — computational spacetime is vector-first, and equal volume is not equal topology.

限制

limitations

• Pure theory with no MVP; the only measurement so far is device-level GPU telemetry (E-Grade C, CST-B) from a three-task pilot.
• μI remains observer-reconstructed (μI^obs); its approximation to internal semantic units is unproven and graded, not asserted.

關係

歷史與來源歷程

Canonical URL

https://evemisslab.com/ai/research/RES-2026-0101/

機器可讀

/ai/research/RES-2026-0101/index.json

快照

AI-SNAPSHOT-v0.1-fe85b9694a45

來源歷程

source

EveMissLab research collection: Intelligence Physical Metrology (真本體論13)

extracted_by

Splice (Claude Code), reading the canonical UTF-8 sources and each package's own reports

extracted_at

2026-09-11

generator

tools/extract_all.py

claim_boundary

status, evidence level and result type follow the source artifact's own stated claim boundary; nothing is upgraded beyond what the report supports