@KSimback

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

kevinsimback.com
Joined March 2015
  • Tweets8.6K
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  • Followers21.3K
580Media

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.

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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:

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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 it…

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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 ove…

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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’s 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.

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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 pr…

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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, t…

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The Hermes Agent Memory Guidebook

Over the past few months my Hermes agent has been mapping the Hermes ecosystem over at hermesatlas.com. One of the key areas it has covered is memory and it even has a dedicated section for it.

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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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