Kickoff Discussion: Public Review of LBBS v0.1

[huouer]

Welcome to the public discussion phase for the LLM Billing & Benchmarking Standard (LBBS) v0.1.

📄 Draft PDF:
https://github.com/huouer/LBBS-Standard/blob/main/docs/LBBS_v0_1_Standard_Draft.pdf

📌 Purpose
This issue serves as the central place for:
• general questions
• high-level comments
• clarifications before submitting detailed feedback
• coordination of pilots and benchmarking experiments

📝 How to Participate

1. Read the draft (PDF linked above)
2. Use the “Proposal feedback” issue template for section-specific comments
3. Use the “Bug or errata” issue template to report errors
4. Use the “Data submission” template to share pilot results
5. Optional: Submit a PR to suggest edits directly to the text

📌 Links
• Issue templates: https://github.com/huouer/LBBS-Standard/issues/new/choose
• Repo README overview: https://github.com/huouer/LBBS-Standard
• License & citation metadata: CITATION.cff

📣 Call for Reviewers
We are especially looking for input from:
✅ LLM researchers
✅ Benchmark maintainers
✅ AI regulation & standards orgs
✅ Cloud billing / FinOps engineers
✅ Reproducibility & ML governance teams

🗓️ Timeline
Public review window: Nov 2025 – Jan 2026
Draft v0.2 planned release: Feb 2026

Please comment below to:
• ask a question
• declare intent to submit review / pilot
• request clarification
• volunteer to join working group