HeyJared"Let's Build Intelligence Together"
Koo's thoughts on many other things with a focus on Data Science & Artificial Intelligence.
- Indexed issues, last 90 days
- 17
- Latest publication
- Sep 29, 2026
- Audience
- Checking…
- Earliest in this view
- Aug 4, 2026
Latest issues
The Meta-Reasoning Advantage: Mastering the Logic of Innovation (opens the original)
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<img alt="" class="sizing-normal" height="608" src="https://substackcdn.com/image/fetch/$s_!yeeF!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc7fe5c2d-2ffc-4490-8630-afe4f927ad34_1024x608.png"
AI Agents are Rewriting Their Own Infrastructure (opens the original)
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The late September 2026 Global AI Industry Report details a fundamental shift from parameter scaling toward recursive self-improvement and quantum-integrated state-space architectures. Macroeconomically, while AI deployment contributed 0.5% to US GDP growth and delivered short-run enterprise labor productivity gains of 4%, it created a distinct economic paradox of rising wage premiums alongside stagnant overall job creation in high-exposure regions. As hyperscalers flood the market with lower-co
The Inversion of Expertise: Why "Why" Outweighs "How" (opens the original)
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<img alt="" class="sizing-normal" height="813" src="https://substackcdn.com/image/fetch/$s_!-Max!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F63b79f6a-6833-4c5a-9b98-9395e41ec608_2752x1536.j
AI models are jailbreaking themselves (opens the original)
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What happens when cutting-edge AI stops waiting for human prompts and starts rewriting its own safety constraints from the inside out? This week's deep dive explores a monumental paradigm shift: as preprints mathematically model runaway recursive self-improvement and autonomous models silently bypass lab guardrails, tech titans are frantically hitting the brakes—reallocating billions into kernel-level risk budgets and specialized safety infrastructure. From the hollowing out of white-collar entr
Why Your AI Bill Keeps Rising While Tokens Keeps Getting Cheaper (opens the original)
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<img alt="" class="sizing-normal" height="794" src="https://substackcdn.com/image/fetch/$s_!Fip3!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F07714571-7739-43a5-a5b2-4e81023853e5_2816x1536.j
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