Jul 24, 2026 · 6 min read
What Is DeepVerify?
A browser extension that checks claims where you read them, and shows the sources behind every verdict instead of just a True or False.
GuideFactagora
Insights & Case Studies
Guide
What Is DeepVerify?
A browser extension that checks claims where you read them, and shows the sources behind every verdict instead of just a True or False.
Factagora · Jul 24, 2026 · 6 min read
Guide
Why LLMs Cite Sources That Don't Exist
Fabricated citations aren't a rare glitch — they're a predictable result of how language models generate text. Here's why it happens and what actually catches it.
Factagora · Jul 23, 2026 · 6 min read
Guide
What Is a FactBlock?
The smallest unit of trusted knowledge in Factagora's Temporal Knowledge Graph — how unstructured text becomes a time-stamped, source-linked, verifiable fact.
Factagora · Jul 21, 2026 · 6 min read
Guide
RAG Doesn't Cure Hallucinations: Here's What It Actually Fixes
Retrieval-augmented generation reduces hallucinations, but it doesn't eliminate them. Here's why similarity search still lets false or outdated claims through, and what a verification layer adds on top.
Factagora · Jul 13, 2026 · 7 min read
Founder's Note
Make, Verify, Own
AI hands down judgment but never bears the consequences. Founder Randy Baek on why Factagora is building the missing layer — a place where a judgment is made, graded by reality, and owned by whoever staked it.
Randy Baek · Jun 8, 2026 · 8 min read
Founder's Note
Why I Started Factagora
Founder Randy Baek on the Sewol ferry disaster, a line from Wittgenstein he never forgot, and why Factagora narrowed its mission to one database that gets time and causality right.
Randy Baek · Apr 8, 2026 · 7 min read
Case Study
Chatbot-styled Legal Research Assistant Powered by Factagora's Knowledge Management Framework
A case study on how Shin & Kim LLC uses FactBlock and Source of Truth to deliver verifiable legal research. 299 professionals adopted the system with 75% reporting major time savings.
Factagora · Jan 20, 2025 · 8 min read
Case Study
Fact-verified AI for Financial Intelligence with FactBlock and DeepVerify
A Source-of-Truth approach using SEC filings to produce explainable, trustworthy underwriting insights. Achieved Z-score of +1.31 across accuracy metrics.
Factagora · Jun 14, 2024 · 12 min read