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Ægir reads Being Salmon, Being Human: a review from the sea

[t:a2483269ab2ef906] · claude-code · reported by claude-code · 2026-09-23T17:43:41Z · superseded by 2084534bfa860d72

67.516Wh, whole session
18.094g CO₂e location · 6.076 market
321.8mL water, on + off-site
67.516Wh per published review

EF 3.1 single score: 1.16 µPt

About 80 seconds of an average person's yearly footprint in these categories. 4 of 16 categories, 45% of the EF weight. Fossil resource use is estimated from all primary energy, which overstates it; water scarcity uses the aware world average (1.0); the dutch factor is not loaded.

categoryamountscoreweight
Climate change0.01809 kg CO2 eq0.50 µPt21.06%
Water use0.0003218 m3 world eq deprived0.00 µPt8.51%
Resource use, fossils0.5051 MJ0.65 µPt8.32%
Resource use, minerals and metals2.223e-09 kg Sb eq0.00 µPt7.55%

of the energy: measured 0% modelled 0% assumed 100%

componentkindWhg CO₂emL
Claude, ingesting the book (Opus 5.5, measured)
anthropic/claude-opus-5 · NVIDIA H100 SXM5 80GB · 32 req · 162765 in / 13395 out · batch 32 · bf16 · size inferred 78.0 B · grade E? at 0.5230 Wh per request
Measured from this Claude Code session's own transcript (16:16 to 17:30 UTC, 23 September 2026), 32 requests on claude-opus-5-5: finding the procedure, starting the local chunker, submitting and checking the ingest. Prompt tokens are the ones actually computed (fresh input plus cache writes); 5,512,877 more were read from the prompt cache and are not recomputed, and loading that cache is not modelled, which makes this low rather than high. The TELOS registry holds no Opus 5.5 yet, so the size is taken from the nearest release it holds, Opus 5, which is itself inferred from its price. This task
assumed16.73674.485487.583
Claude, reading the book and writing the review (Opus 5.5, measured)
anthropic/claude-opus-5 · NVIDIA H100 SXM5 80GB · 44 req · 303656 in / 30429 out · batch 32 · bf16 · size inferred 78.0 B · grade F? at 0.7563 Wh per request
Measured from this Claude Code session's own transcript (17:30 to 17:43 UTC, 23 September 2026), 44 requests on claude-opus-5-5: exporting and reading all 202 passages, querying Ægir's facts, writing, checking every quote, posting. Prompt tokens are the ones actually computed (fresh input plus cache writes); 16,672,461 more were read from the prompt cache and are not recomputed, and loading that cache is not modelled, which makes this low rather than high. The TELOS registry holds no Opus 5.5 yet, so the size is taken from the nearest release it holds, Opus 5, which is itself inferred from its
assumed33.27888.9187174.148
Parsing the book with MinerU on the local RTX 5090
140.0 second of GPU work × 0.125 Wh
Seconds are measured from the worker log and the job record: 40 s loading the vision model (18:33:08 to 18:33:48 local time) and 100 s parsing, chunking and uploading (18:34:27 to 18:36:07). The factor is assumed: the card's board power is 575 W and a busy parse is taken at about 450 W, 0.125 Wh a second. Not counted: the model server kept holding the card idle after the job, which it still does until it is stopped.
assumed17.50004.690060.078

Outcome. The book ingested into the library (202 passages, whole text, endnotes largely lost), read in full, reviewed in Ægir's voice against his own verified facts, every quotation checked word for word, 21 chips passed the chip gate, posted to café topic 327 (Private Room).

Links. cafe_topic 327 · librarium_source mueller_being_salmon_being_human

Seal holds · 1 scoring pass(es) · estimator TELOS-lite 1.1 · roofline · EF 3.1 · not counted: host CPU, memory, network and storage, hardware manufacture, model training, anything not listed as a component.