Kevin Simback 馃嵎
@KSimback

COO @codos_ai | Investing @Delphi_Ventures Prev: @delphi_labs, @IBM, @McKinsey, @CarnegieMellon, reformed CFA

kevinsimback.com
Joined March 2015
561 Photos and videos
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Becoming an AI native company: start with shared skills

TLDR; Setting up a shared skills capability is the easiest first step towards becoming an AI native company. This is a practical guide on how to do it correctly. Introduction Skills are one of the

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The $3 Model That Beat Production

TLDR; this is both a "how to" guide to get started with fine-tuning as well as a detailed explanation on how I spent $3 to fine tune a small open source model that beat a production system using more

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The Show Must Go On: The Bull Case for Enterprise AI Adoption

This is the most important question for the AI industry right now: Can AI capability create economic value fast enough to justify the capital being deployed ahead of it? That's it. Everything else,

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Decentralized Training: the stakes have never been higher

TLDR; this is the companion to my decentralized inference piece where we look at the other half of the AI equation - training. We cover what's at stake, what makes it hard, and the projects solving

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How to optimize your Claude setup to get the most out of Fable

TLDR; Fable is a token beast so if you're not careful you'll hit limits super quick or run up a big API bill. This has all the tips to optimize your setup so you use Fable strategically, not as an
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Decentralized Inference - Everything You Need to Know

Preface: It's October 2026, 4 months from now, GLM-6 was just released and it beats Fable-5.1 (the neutered re-release of the banned model) and it鈥檚 at par with Mythos on all the major benchmarks.

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Demand for intelligence is near-infinite, at a price

I keep coming back to one assumption that only some people are starting to say out loud. The entire buildout - the data centers, the chips, the trillion-plus dollars of committed capital, the large

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OpenServ: an enterprise grade AI company inside a crypto project

TLDR; OpenServ looks like a crypto project - it has a token, a live app that accepts crypto for credits, an x402 agent market. But, alongside all that is a real enterprise AI company with a serious

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Proof of Useful Work: Make Mining Great Again

TLDR; with Pearl Network and Nockchain getting a lot of attention lately, "Proof of Useful Work" has become a hot topic again, so I dug deep to lay it all out for you - from the history of the term,

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The Hermes Agent Memory Guidebook

TLDR: this is your definitive guide to all things related to memory systems for Hermes Agent. Why create this? Because every week I see new posts or articles describing some new memory tool for Hermes

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OpenAI and Anthropic Are Services Companies Now

In case you didn't see the headlines, both OpenAI and Anthropic announced new dedicated enterprise AI deployment companies on May 4, 2026 - the same exact day. In this article I breakdown each deal -

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The Consumer Inference Stack: 26 LLM Providers Worth Knowing

TLDR; I believe inference demand is going to continue to explode so I did a comprehensive survey across every consumer LLM inference provider I could find - this article covers the 26 you should know.

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