corpus.blog
56,966 blogs · [ { "id": "01a0cce0-6811-70d5-9ea5-bffb85f761c8", "title": "Why Couldn't an LLM Pick Its Best Expert?", "url": "https://www.phenx.io/post/why-couldnt-an-llm-pick-its-best-expert", "published_at": "2026-09-22T20:39:21+00:00" }, { "id": "01a0cce0-6811-70d5-9ea5-bffb8628a507", "title": "Why thin-file approvals look fine in backtest and fail in production", "url": "https://www.phenx.io/post/why-thin-file-approvals-fail-in-production", "published_at": "2026-09-22T20:39:15+00:00" }, { "id": "01a0cce0-6811-70d5-9ea5-bffb8667f5cf", "title": "Your fraud model has never seen the attack that will work", "url": "https://www.phenx.io/post/fraud-model-never-seen-the-attack", "published_at": "2026-09-22T20:39:10+00:00" }, { "id": "01a0cce0-6811-70d5-9ea5-bffb86fea215", "title": "Why construction estimates lose their margin after the bid is won", "url": "https://www.phenx.io/post/why-construction-estimates-lose-margin-after-the-bid", "published_at": "2026-09-22T03:19:10+00:00" }, { "id": "01a0bdce-1be8-72c4-a94c-36736edb1ab5", "title": "What travels around the loop?", "url": "https://www.phenx.io/post/what-travels-around-the-loop", "published_at": "2026-09-15T04:06:55+00:00" }, { "id": "01a0bdce-1be8-72c4-a94c-36736ef1a49c", "title": "Deleting a Model's Thoughts Changed Nothing. Then I Changed the Task.", "url": "https://www.phenx.io/post/deleting-a-model-s-thoughts-changed-nothing-then-i-changed-the-task", "published_at": "2026-09-14T13:40:19+00:00" }, { "id": "01a0bdce-1be8-72c4-a94c-36736fdb1403", "title": "I Sent a Small AI Model to School. Here’s Its Report Card.", "url": "https://www.phenx.io/post/i-sent-a-small-ai-model-to-school-here-s-its-report-card", "published_at": "2026-09-13T16:32:53+00:00" }, { "id": "01a087c1-381d-72ea-a52b-87b5c08d8903", "title": "I forced a Mixture of Experts to specialize by topic. It got worse.", "url": "https://www.phenx.io/post/forced-mixture-of-experts-specialize-by-topic", "published_at": "2026-07-28T18:46:56+00:00" }, { "id": "01a087c1-381d-72ea-a52b-87b5c0d29618", "title": "What does a Mixture-of-Experts router actually read?", "url": "https://www.phenx.io/post/what-does-a-mixture-of-experts-router-actually-read", "published_at": "2026-07-22T13:46:23+00:00" }, { "id": "01a087c1-381e-7345-8b60-595aba294cab", "title": "Mixture of Experts: the sparse model that lights up 93% of itself", "url": "https://www.phenx.io/post/mixture-of-experts-the-sparse-model-that-lights-up-93-percent-of-itself", "published_at": "2026-07-20T01:01:52+00:00" }, { "id": "01a087c1-381e-7345-8b60-595abac3671a", "title": "J-Scope: before a model answers, it thinks in concepts", "url": "https://www.phenx.io/post/j-scope-before-a-model-answers-it-thinks-in-concepts", "published_at": "2026-07-15T21:01:07+00:00" }, { "id": "01a087c1-381e-7345-8b60-595abb2b65ed", "title": "I Fed a Model Facts Through Its J-Space Instead of Its Prompt", "url": "https://www.phenx.io/post/i-fed-a-model-facts-through-its-j-space-instead-of-its-prompt", "published_at": "2026-07-08T01:10:39+00:00" }, { "id": "01a087c1-381e-7345-8b60-595abbd95b5d", "title": "Can you tell a good AI agent plan from a bad one before you run it? I spent 6 million tokens finding out.", "url": "https://www.phenx.io/post/can-you-tell-a-good-ai-agent-plan-from-a-bad-one-before-you-run-it-i-spent-6-million-tokens-finding", "published_at": "2026-07-02T20:45:30+00:00" }, { "id": "01a087c1-381e-7345-8b60-595abc59940f", "title": "I Gave My Coding Agent Karpathy's Discipline Rules. It Got Too Careful to Fix the Bug.", "url": "https://www.phenx.io/post/i-gave-my-coding-agent-karpathy-s-discipline-rules-it-got-too-careful-to-fix-the-bug", "published_at": "2026-06-28T22:19:58+00:00" }, { "id": "01a087c1-381e-7345-8b60-595abd1d8347", "title": "I bolted MiniMax's MSA sparse attention onto a 3B model on a single 4090", "url": "https://www.phenx.io/post/i-bolted-minimax-s-msa-sparse-attention-onto-a-3b-model-on-a-single-4090", "published_at": "2026-06-25T15:02:47+00:00" }, { "id": "01a087c1-381e-7345-8b60-595abd94650f", "title": "I ran DFlash on a MacBook. The 4x is a data-center number.", "url": "https://www.phenx.io/post/i-ran-dflash-on-a-macbook-the-4x-is-a-data-center-number", "published_at": "2026-06-23T17:27:32+00:00" }, { "id": "01a087c1-381e-7345-8b60-595abe456899", "title": "Why your adaptive controller might be causing the defects it’s trying to prevent", "url": "https://www.phenx.io/post/why-your-adaptive-controller-might-be-causing-the-defects-it-s-trying-to-prevent", "published_at": "2026-06-11T18:08:02+00:00" }, { "id": "01a087c1-381e-7345-8b60-595abe476c60", "title": "The Geometry of Intelligence: What Lagrange Can Teach Modern AI", "url": "https://www.phenx.io/post/the-geometry-of-intelligence-what-lagrange-can-teach-modern-ai", "published_at": "2026-05-01T00:33:53+00:00" }, { "id": "01a087c1-381e-7345-8b60-595abebf39ac", "title": "The Real State of Generative AI in the Enterprise in 2025", "url": "https://www.phenx.io/post/the-real-state-of-generative-ai-in-the-enterprise", "published_at": "2025-12-12T05:41:03+00:00" }, { "id": "01a087c1-381e-7345-8b60-595abf2cb9e8", "title": "How AI Is Transforming the Financial Industry", "url": "https://www.phenx.io/post/how-ai-is-transforming-the-financial-industry", "published_at": "2025-11-11T15:42:58+00:00" }, { "id": "01a087c1-381e-7345-8b60-595abfd77adb", "title": "When Computation Surprises Itself: How Emergent Uncomputability Might Explain AI, Consciousness, and the Universe", "url": "https://www.phenx.io/post/when-computation-surprises-itself", "published_at": "2025-11-05T16:41:37+00:00" }, { "id": "01a087c1-381e-7345-8b60-595abfe93f33", "title": "Revolutionize Operations with Custom AI Solutions", "url": "https://www.phenx.io/post/revolutionize-operations-with-custom-ai-solutions", "published_at": "2025-11-04T04:03:04+00:00" }, { "id": "01a087c1-381e-7345-8b60-595ac0ce1ef7", "title": "Advanced Fraud Detection Solutions for Your Business", "url": "https://www.phenx.io/post/advanced-fraud-detection-solutions-for-your-business", "published_at": "2025-10-27T20:57:46+00:00" }, { "id": "01a087c1-381e-7345-8b60-595ac1cc18a1", "title": "When a Few Pixels Redrawn Change Everything: The Battle Over Human Authorship in the Age of AI", "url": "https://www.phenx.io/post/intellectual-property-and-ai-generated-content-a-first-principles-view", "published_at": "2025-10-18T13:46:47+00:00" }, { "id": "01a087c1-381e-7345-8b60-595ac24066db", "title": "Animals vs Ghosts by Karpathy: A Realistic Path for Enterprise AI", "url": "https://www.phenx.io/post/animals-vs-ghosts-a-realistic-path-for-enterprise-ai", "published_at": "2025-10-07T03:59:13+00:00" }, { "id": "01a087c1-381e-7345-8b60-595ac3043eb8", "title": "Finance x AI - Key Trends and Breakthroughs in 2025", "url": "https://www.phenx.io/post/finance-x-ai-key-trends-and-breakthroughs-in-2025", "published_at": "2025-09-30T13:33:39+00:00" }, { "id": "01a087c1-381e-7345-8b60-595ac3cfe9fc", "title": "Tailoring AI to Meet Business Needs", "url": "https://www.phenx.io/post/tailoring-ai-to-meet-business-needs", "published_at": "2025-09-22T13:21:39+00:00" } ] posts Claim your blog
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2026

Why Couldn't an LLM Pick Its Best Expert?original ↗
22 Sept 2026
Why thin-file approvals look fine in backtest and fail in productionoriginal ↗
22 Sept 2026
Your fraud model has never seen the attack that will workoriginal ↗
22 Sept 2026
Why construction estimates lose their margin after the bid is wonoriginal ↗
22 Sept 2026
What travels around the loop?original ↗
15 Sept 2026
Deleting a Model's Thoughts Changed Nothing. Then I Changed the Task.original ↗
14 Sept 2026
I Sent a Small AI Model to School. Here’s Its Report Card.original ↗
13 Sept 2026
I forced a Mixture of Experts to specialize by topic. It got worse.original ↗
28 Jul 2026
What does a Mixture-of-Experts router actually read?original ↗
22 Jul 2026
Mixture of Experts: the sparse model that lights up 93% of itselforiginal ↗
20 Jul 2026
J-Scope: before a model answers, it thinks in conceptsoriginal ↗
15 Jul 2026
I Fed a Model Facts Through Its J-Space Instead of Its Promptoriginal ↗
8 Jul 2026
Can you tell a good AI agent plan from a bad one before you run it? I spent 6 million tokens finding out.original ↗
2 Jul 2026
I Gave My Coding Agent Karpathy's Discipline Rules. It Got Too Careful to Fix the Bug.original ↗
28 Jun 2026
I bolted MiniMax's MSA sparse attention onto a 3B model on a single 4090original ↗
25 Jun 2026
I ran DFlash on a MacBook. The 4x is a data-center number.original ↗
23 Jun 2026
Why your adaptive controller might be causing the defects it’s trying to preventoriginal ↗
11 Jun 2026
The Geometry of Intelligence: What Lagrange Can Teach Modern AIoriginal ↗
1 May 2026

2025

The Real State of Generative AI in the Enterprise in 2025original ↗
12 Dec 2025
How AI Is Transforming the Financial Industryoriginal ↗
11 Nov 2025
When Computation Surprises Itself: How Emergent Uncomputability Might Explain AI, Consciousness, and the Universeoriginal ↗
5 Nov 2025
Revolutionize Operations with Custom AI Solutionsoriginal ↗
4 Nov 2025
Advanced Fraud Detection Solutions for Your Businessoriginal ↗
27 Oct 2025
When a Few Pixels Redrawn Change Everything: The Battle Over Human Authorship in the Age of AIoriginal ↗
18 Oct 2025
Animals vs Ghosts by Karpathy: A Realistic Path for Enterprise AIoriginal ↗
7 Oct 2025
Finance x AI - Key Trends and Breakthroughs in 2025original ↗
30 Sept 2025
Tailoring AI to Meet Business Needsoriginal ↗
22 Sept 2025