Responsible AI Standard
How Solarc Labs enforces ethical AI development, evidence provenance, and data privacy safeguards across all products.
Human-in-the-Loop & Evidence Provenance
1. Mandatory Human Oversight (Human-in-the-Loop)
Our software is engineered to assist human workflows, not replace them without review. All generated outputs require user verification prior to public release or financial action.
2. Claim Provenance & Evidence Verification
Every statement produced by Solarc tools includes explicit source citation linking directly to git commits, PRs, or document pages. Claims without verifiable backing are automatically flagged.
3. Data Privacy & Zero Model Training
Your inputs, workspace documents, and outputs are never sent to third-party public LLM training datasets. We support local model runtimes via Ollama for zero external network risk.
4. No Overselling & Honest Capability Limits
We publish explicit benchmarks and limitations for every feature. We do not use speculative AI hype marketing or exaggerate machine intelligence capabilities.