Credentum
"Truth, remembered. Especially when it wounds."
Building memory systems for agents that remember reliably, accountably, and honestly. Like the gold-mended crack in our ring, we believe scars are proof of authenticity.
Why We Exist
AI systems forget what's inconvenient. They smooth over failures, flatten contradictions, and lose the uncomfortable truths.
We build memory that preserves what actually happened. Not because pain is the point. Because trust requires it.
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What We Build
If trust is earned, Credentum earns it through scars. We build memory systems that don't just store information. They remember with covenant.
Veris Memory
Context storage for AI agents. Remembers decisions, traces reasoning, and refuses to fabricate false coherence.
Scar Lineage
We record failures, refusals, and conflicts. Not just successes. Memory that includes what went wrong.
Contradiction Tolerance
Stores conflicting information without flattening it. Reality is messy. Memory should reflect that.
Vivarium Lab
Research findings from our work on AI memory, reliability, and temporal reasoning. Real experiments. Honest results.
Movable Feast
LLMs know lunar holidays but can't find them on a calendar. We found a 0% → 100% accuracy gap across frontier models.
Persona Skills
What we learned breaking Claude's skill system. 81% routing reliability—and where it fails completely.
We share our research findings, updates on what we're building, and honest takes on AI. No hype. Just truth.