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Product posts, company news and explainers on how AI works.

October 22, 2026

The Fact Wasn’t There. The Model Answered Anyway.

When a document is missing the fact a rule depends on, most AI verification tools guess. Here’s what it looks like when the system returns UNKNOWN instead.

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October 2, 2026

Pasting Your Policy Into a Prompt Doesn’t Prove Anything Followed It

Four ways teams make AI follow a policy, and the two questions that show which one can prove it did.

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September 24, 2026

Keep the model on your side of the wire

How DSAIL checks a document against a policy over MCP without ever calling a language model.

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July 9, 2026

Jaxon’s DSAIL Awardable in the Tradewinds Marketplace

Jaxon’s DSAIL® (Domain-Specific AI Language) has been assessed “Awardable” through the Chief Digital and Artificial Intelligence Office (CDAO) Tradewinds Solutions Marketplace. The designation gives Department of War customers

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December 16, 2025

The Next Frontier of Value Creation: AI That Doesn’t Just Work Faster – It Works Right

Accuracy-as-a-Multiplier. Finance, operations, and transformation leaders talk a lot about enterprise artificial intelligence (AI) agents, automation, retrieval augmented generation (RAG), large language models (LLMs), and copilots. But the

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P.R.O.V.E. — Jaxon's Trust Workflow™ five-step process: Parse, Reason, Orchestrate, Verify, Enforce

December 10, 2025

Evolving the AI Guardrail

Why the Industry’s Guardrails Fall Short and How Jaxon Is Redefining What Trust in AI Really Means In the rush to make large language models safe, trustworthy, and

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June 17, 2025

LLMs on the Market

Large language models (LLMs) are evolving fast, and companies need to know what’s out there, not just for capabilities, but for compliance, privacy, and fine-tuning potential. This post

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June 5, 2025

Semantics at the Core: How We Make AI Understand and Prove Meaning

“Are you using semantics?” It’s a fair question. The word gets thrown around a lot in AI, usually without much substance. So here’s a clear answer: yes—we use

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May 29, 2025

The Right Model for the Job: How Jaxon Adapts to Your Needs

At Jaxon, we believe flexibility is key to building trustworthy AI workflows. Whether you’re analyzing financial compliance policies, assisting with Section 8 housing eligibility determinations, or supporting mission-critical

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May 12, 2025

The Future Called. It Wants a Refund.

Remember the future we dreamed of as kids? The one where intelligent machines helped humanity ascend—curing diseases, eliminating traffic, ending war, maybe even folding laundry properly? Yeah, that

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April 2, 2025

Art in the Age of Instant AI: What Do We Owe the Originals?

GPT-4o is the internet’s latest obsession – and rightly so. With just a prompt and a photo, users are generating Studio Ghibli-style portraits of themselves, echoing the dreamy

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December 10, 2024

AI Doesn’t Understand, It Predicts: The Symphony of Sequences

AI hallucinations occur because large language models (LLMs) like GPT generate text by predicting the most likely sequence of words based on their training data—not by applying logical

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