VaultMindThis is what your library could look like.
A real VaultMind vault, hand-curated from research papers, meeting transcripts, long-form essays, product specs, and podcast transcripts. Click anything to see the raw source, the refined output, and the token savings side by side.
Demo documents
Click any card to inspect the refinement.Constitutional AI: Harmlessness from AI Feedback
Anthropic's method for training a helpful assistant that critiques and rewrites its own outputs against a written constitution — replacing most human red-teaming with AI feedback (RLAIF).
Q2 Product Sync — Raw Transcript
Cross-functional Q2 sync. Decisions: ship Refinery v2 by June 12, freeze pricing changes until July, hire two more ML engineers. Open thread: enterprise SSO scope.
Why Your Second Brain Keeps Failing You
A long-form essay arguing that 'second brain' systems fail because they optimize for capture, not retrieval — and proposing a structural fix grounded in semantic refinement.
VaultMind — Product Requirements (v0.4)
Internal PRD for VaultMind v0.4 — scope of the Token Refinery, Grimoire, Cognitive Lenses, and the rationale for shipping a public demo vault for the launch.
Andrew Huberman — Sustained Attention & The Locus Coeruleus
Two-hour podcast on the neuroscience of sustained attention. Key levers: locus coeruleus tone, ultradian rhythms, and protocol-level interventions (90-min focus blocks, NSDR, deliberate boredom).