Add social cost proxies to impact tracking hooks
Extend pre-compact-snapshot.sh to extract 5 new per-conversation metrics from the transcript: automation ratio (deskilling proxy), model ID (monoculture tracking), test pass/fail counts (code quality proxy), file churn (edits per unique file), and public push detection (data pollution risk flag). Update show-impact.sh to display them. New plan: quantify-social-costs.md — roadmap for moving non-environmental cost categories from qualitative to proxy-measurable. Tasks 19-24 done. Task 25 (methodology update) pending. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
parent
e6e0bf4616
commit
af6062c1f9
8 changed files with 554 additions and 25 deletions
|
|
@ -11,6 +11,11 @@ A PreCompact hook that runs before each context compaction, capturing:
|
|||
- Energy consumption estimate (Wh)
|
||||
- CO2 emissions estimate (grams)
|
||||
- Financial cost estimate (USD)
|
||||
- Model ID
|
||||
- Automation ratio (AI output vs. user input — deskilling proxy)
|
||||
- File churn (edits per file — code quality proxy)
|
||||
- Test pass/fail counts
|
||||
- Public push detection (data pollution risk flag)
|
||||
|
||||
Data is logged to a JSONL file for analysis over time.
|
||||
|
||||
|
|
@ -63,8 +68,10 @@ consider these complementary tools:
|
|||
- **[Hugging Face AI Energy Score](https://huggingface.github.io/AIEnergyScore/)** —
|
||||
Benchmarks model energy efficiency. Useful for choosing between models.
|
||||
|
||||
These tools focus on environmental metrics only. This toolkit and the
|
||||
methodology also cover financial, social, epistemic, and political costs.
|
||||
These tools focus on environmental metrics only. This toolkit also
|
||||
tracks financial cost and proxy metrics for social costs (automation
|
||||
ratio, file churn, test outcomes, public push detection). The
|
||||
accompanying methodology covers additional dimensions in depth.
|
||||
|
||||
## Limitations
|
||||
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue