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Truth Curation: Combating Knowledge Drift in the Age of AI
Jason Kaufman | LavaCon 2025 – Atlanta AI doesn’t hallucinate because it wants to. It hallucinates because the knowledge we feed it is often outdated, decontextualized, or incomplete. At LavaCon 2025, I spoke about what happens when organizations move fast with AI but slow down when it comes to maintaining the truth behind it. The talk focused on a pattern we’ve seen over and over again: content that once served its purpose quietly drifts out of sync with the business, but st

Jason Kaufman
2 days ago1 min read
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Converting Human Expertise into Machine Readable Intelligence
Joined the AI Digest podcast hosted by Joaquin Melara  to talk about one of the most urgent challenges in the AI era, how we curate human truth for intelligent systems. During the episode we explore d:  - Why knowledge management keeps breaking down in AI systems  - How documentation without context leads to misleading or unusable outputs  - What it takes to build systems where humans are not just consulted, but continuously involved  - Cave paintings At Zaon, this is our foc

Jason Kaufman
2 days ago1 min read
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Managing Prompt Drift After the Latest Model Launch
By Jason Kaufman Executive Summary Recent model releases have advanced reasoning depth and safety behavior while introducing more...

Jason Kaufman
Aug 125 min read
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The Anatomy of a Hand of Cards: Structuring AI Workflows
By Jason Kaufman Most AI tools ask you to think in terms of prompts. Zaon asks you to think in terms of structure. When you use Zaon, you...

Jason Kaufman
Jul 102 min read
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Jason Kaufman
Jun 250 min read
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When Knowledge Walks Out the Door
Why Institutional Memory Is Vanishing—and What We’re Doing About It There’s a quiet kind of risk that rarely shows up in boardroom slides...

Jason Kaufman
Jun 125 min read
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From Prompt to Playbook: Building Reusable Intelligence
By Jason Kaufman Most people think of prompts as disposable. You type a question, get an answer, and move on. But in a serious knowledge...

Jason Kaufman
Jun 113 min read
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Curators of Truth: What AI Can’t Do Without Us
By Jason Kaufman Let’s start with the obvious. AI can write. Faster than us, more confidently than us, and, on a good day, slicker than...

Jason Kaufman
May 224 min read
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Zaon Labs Opens Seed Round to Enhance AI-Powered Truth Curationâ„¢
Bellevue, Washington, 04/14/2025 – Zaon Labs Zaon Labs, a leader in AI-driven solutions, is excited to announce the launch of its seed...

Jason Kaufman
Apr 143 min read
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Spotlight on Zaon Labs: Redefining AI for Enterprises and Solopreneurs
Red the full newsletter here: https://www.irrevo.com/irrevo-newsletter/spotlight-on-zaon-labs

Jason Kaufman
Mar 271 min read
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Zaon Enterprise Platform Overview
Great things take time and Zaon Labs has been no exception. One of the super-powers that Zaon Labs has behind it is its' co-founders and...

Zaon Labs
Mar 256 min read
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Zaon Labs Announces Its Formation, Bringing Decades of AI and Enterprise Innovation to Market
Bellevue, Washington, 03/19/2025  – Zaon Labs , a new AI technology company co-founded by Jason Kaufman and Robert Pledger, today...

Zaon Labs
Mar 193 min read
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