LUCID Insights

Ideas, research and practice from the team building Lucid Axon.

The 6% Problem: Why You Can’t Re-Weight Your Way to Your Own View

Re-weighting a vendor rating changes the emphasis on 6% of what makes ratings differ. The other 94% stays as the vendor built it.

Dr. Elham Kheradmand · Oct 6, 2026 · 5 min read

When AI Gets Sustainability Wrong

Hallucinated disclosures, stale data, and greenwashing amplified by models trained on corporate self-reporting.

Dr. Elham Kheradmand · Oct 6, 2026 · 7 min read

Who Is Accountable for the AI? Governance in Sustainable Finance

Sustainable AI needs an owner. What AI governance means in an investment firm, which rules apply, and where to start.

Dr. Elham Kheradmand · Oct 6, 2026 · 5 min read

AI for Investors Has to Be Sustainable AI

Investors meet AI as owners and as users. On both sides the AI has to be measured, traceable and governed.

Dr. Elham Kheradmand · Oct 6, 2026 · 5 min read

AI for Sustainability ≠ Sustainable AI

Using AI to advance sustainability does not make the AI itself sustainable. Five questions every builder should answer.

Dr. Elham Kheradmand · Oct 6, 2026 · 6 min read