Medium

Gareth Isaac

In

Generative AI

by

Gareth Isaac

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Oct 22

The Next Battle Isn’t Better Models; It’s Better Harnesses.

Why Google’s Harness² might be one of the most important agent papers of 2026

The Next Battle Isn’t Better Models; It’s Better Harnesses.

Gareth Isaac

·

Oct 19

My Local Qwen Server Just Became a Decision API

Welcome System One (aka JEV) to Local vLLM family — roughly 6× faster than a comparable chat

My Local Qwen Server Just Became a Decision API

Gareth Isaac

·

Oct 19

Microsoft’s New Frontier Model Reveals Where the Real AI Race Is Moving

MAI-Base-2 is not just a bigger model. It is a case study in scaling science, infrastructure co-design, data provenance

Microsoft’s New Frontier Model Reveals Where the Real AI Race Is Moving

Gareth Isaac

·

Oct 13

Metadata, Metamodel and More: What Describes Metadata?

A practical guide to M0, M1, M2 — and the extra layer of thinking that makes governance, interoperability and AI-ready knowledge possible.

Metadata, Metamodel and More: What Describes Metadata?

In

Generative AI

by

Gareth Isaac

·

Sep 22

MCP Skills: Shipping the Manual With the Parts

How MCP Skills turns exposed capabilities into reusable working methods.

MCP Skills: Shipping the Manual With the Parts

Gareth Isaac

·

Sep 4

The Small Gesture That Keeps Good Ideas Moving

Why clapping on Medium matters — and how one simple action can support writers, improve discovery, and strengthen the reading community

The Small Gesture That Keeps Good Ideas Moving

Gareth Isaac

·

Sep 3

Google’s WikiSkill Could Give AI Agents Something They Have Never Had: Institutional Memory

Today’s AI agents can solve difficult problems, but they rarely preserve what those experiences taught them. Google’s WikiSkill proposes a…

Google’s WikiSkill Could Give AI Agents Something They Have Never Had: Institutional Memory

Gareth Isaac

·

Aug 31

OpenWiki Reviewed: The Future of Enterprise AI-Native Documentation or an Expensive First Draft?

TL;DR: OpenWiki is a promising step toward AI-native documentation, but it is not yet an enterprise-ready repository-understanding platform…

OpenWiki Reviewed: The Future of Enterprise AI-Native Documentation or an Expensive First Draft?

Gareth Isaac

Gareth Isaac

Principal and AI practitioner helping organisations turn data, governance & AI into measurable business value.More info https://www.linkedin.com/in/garethisaac/

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