Verification Becomes a Scaling Axis: The Week the Judge Got a Probability Distribution
Why one grader scored 70.8% and another 87.4% on the same task, and what it cannot fix
Look It Up: Why the Model That Searched Beat the Model That Remembered
A hallucination benchmark just made the difference measurable: a system that reads a document and one that searches it are not two grades of the same thing.
Scoring the Reasoning: When the Verifier Becomes Probabilistic
A score, a proof, or a verdict: what should an external AI verifier actually output?
Governing the Path, Not Just the Answer: Runtime Verification for Agents
Prompting shifts what an agent is likely to do; only the execution path shows what it did
Thinking to Recall: When One Made-Up Fact Poisons the Whole Answer
One false step, one wrong answer: why verification must sit outside the model
Broken by Default: Why the Scanner Can't See What the Proof Can
Te Pono V.E.R.A. Episode 23: Six industry scanners read the same AI-generated code a formal solver did. The solver proved most of it broken. The scanners saw almost nothing.
The Code That Finds the Lie
Te Pono V.E.R.A. Episode 21: The claim extraction module is running. Mean Ffact score is 0.35. That is not a boast. It is a measurement.
The Government Wants to Read the Model First
What a US Executive Order, an Anthropic S-1, and an orbital jurisdiction gap tell us about the architecture of AI trust
V.E.R.A. Saturday, Episode 19: The Reasoning Trap
How Reinforcement Learning Creates the Failure Mode V.E.R.A. Is Built to Catch
The External Referent Arrived: What the Curl Test Tells Us About Vendor Verification
V.E.R.A. Saturday | Episode 17 | Coding Arc 6 / Close
Language Is Not Capability: Why AI Governance Documents Cannot Audit Themselves
Episode 14 of the V.E.R.A. Coding Arc: The Vocabulary-Substance Gap
V.E.R.A. Episode 13: The Mechanism Behind the Lie
Why AI Systems Cannot Distinguish Confidence from Accuracy
We Shipped: V.E.R.A. v0.1 Is in the World
Episode 11: Ten episodes of architecture. Here is what we built.
We Shipped: V.E.R.A. v0.1 Is in the World
Episode 11: Ten episodes of architecture. Here is what we built.
V.E.R.A. Episode 9: Governing the Truth Engine
TOGAF ADM Phase G: 42/42 Tests, Four CI/CD Gates, and the Structural Case for OECD Alignment
V.E.R.A. Episode 9: The First Verified Query
Phase G begins: OECD alignment confirmed, governance regime active, Milestone 4 achieved
Where Logic Meets Data
V.E.R.A. Episode 5: TOGAF ADM Phase C, Information Systems Architecture