The Foundation Model Lab Operating Model
Source-grounded pack with Capability Adoption Plan, Compute Economics Review, and Model Lab Operating Scorecard, plus 1 more.
Get this packGrounded in the complete The Foundation Model Lab Operating Model series.
Open the pack, choose a workflow, and follow its setup and input instructions. You can also open each workflow below.
10 source essays · 4 usable skills · reviewed Jul 2026
Use this pack when
Choose this pack when the work touches The Foundation Model Lab Operating Model and you need a bounded workflow with explicit inputs, a defined output, and human review gates.
Choose the job in front of you.
4 source-grounded skills. Load one workflow at a time.
Capability Adoption Plan
Use this workflow when a foundation model capability needs a coherent product, trust, safety, learning, and distribution path that turns it into repeated customer use.
Output specification
Return a capability adoption plan with:
Compute Economics Review
Use this workflow when a model lab must allocate scarce training and inference capacity or improve cost per valuable customer outcome without degrading the job.
Output specification
Return a compute economics review with:
Model Lab Operating Scorecard
Use this workflow when founders, buyers, investors, or operators need to test whether a foundation model lab's ambition and operating strengths form a durable, coherent company.
Output specification
Return a model lab operating scorecard with:
Research Release Operating Loop
Use this workflow when a model lab needs a repeatable path from research question through experiments, evals, release judgment, migration, and institutional learning.
Output specification
Return a research-to-release operating packet with:
Keep consequential decisions explicit.
These workflows structure analysis and artifacts; they do not authorize autonomous external, personnel, financial, legal, security, or other high-impact action.