Repurpose Waste Compute.
Power Public-Good Science.
Every month, millions of unused commercial AI subscription credits expire. TokenScience routes this idle waste compute into micro-tasks that optimize scientific code, map genomic sequences, and log environmental anomalies.
See the Impact of Your Idle Tokens
Select an AI model provider and estimate the number of unused monthly tokens you would like to donate. We'll show you exactly how many scientific tasks that compute can complete.
Estimated Monthly Impact
The Three Ingestion Targets
TokenScience operates an umbrella framework. As a participant, you choose which scientific domain receives your token allocations.
Pillar A: Code Optimization
Extracts and rewrites CPU-intensive numerical and math modules from public scientific repositories. Optimizes memory usage and execution cycles to directly cut data center energy overhead.
Pillar B: De Novo Genomics
Aligns raw, fragmented genomic sequence boundaries and audits structural stability of synthetic protein structures. Identifies misfolded states to prevent toxicity.
Pillar C: Earth Anomalies
Ingests unstructured reports, water safety logs, and local environmental PDFs. Extracts quantitative contamination matrices and anomalies into a geotagged database.
The Ingestion & Verification Sandbox
Every code optimization undergoes automated sandboxed validation to verify strict logic preservation before contributing back to open source.
Ingest & Chunk
Small math-heavy math functions are extracted from public scientific git repositories.
Audit with Idle Tokens
Unused subscription credits rewrite code for efficiency under a deterministic system prompt.
Verify Sandbox
Code runs in an isolated container. Outputs are test-matched to guarantee mathematical equality.
Automated PR
Verified optimizations are submitted as open-source Pull Requests to speed up global packages.
Help Build TokenScience
Sign up with your email to receive early access when the browser extension launches to route your end-of-month idle credits.