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Latent Thought: How Recurrent Depth Works — and What Oversight Costs
7+ hour, 2+ min ago (220+ words) | by Adnan Masood, PhD. | Sep, 2026 Medium Latent Thought: How Recurrent Depth Works — and What Oversight Costs Latent reasoning, AI efficiency, and the evidence enterprises need to govern consequential actions. TL;DR: Recurrent depth lets a language model reuse the same…...
How we used three AI models in our own Kiosk for a local Showcase
just now (35+ words) Last week we held a stand in Taranaki Business Showcase, organized by Taranaki Chamber of Commerce at Plymouth International. We were …...
Two Weeks In: Reflections from the Edge of My Own Competence
5+ min ago (488+ words) It’s been two weeks since I started my new job in September 2026. I want to write down where things stand right now. I’m currently working on the development of AI-based image recognition software. But honestly, I don’t fully understand what…...
From Code to Architecture: My 22-Year Journey in Technology, Leadership, and Innovation
21+ min ago (1060+ words) How curiosity, continuous learning, and solving increasingly complex problems shaped my journey from software …...
Portuguese Language Learning A Beginner’s Roadmap for 2026
14+ min ago (487+ words) Learning Portuguese can be an exciting way to develop a new communication skill, explore different cultures, and prepare for international …...
Evidence Gated Agentic Development
25+ min ago (735+ words) Modern AI-assisted engineering has an asymmetry problem. A single operator can direct agents that produce hundreds of changes per week, but every change still needs to be reviewed, tested, integrated, and remembered. The organizations adopting agents report a consistent cluster…...
We Took One App From 12 Users to 100,000. Here’s Every Time It Broke.
30+ min ago (1485+ words) A build log, in order. The app is a prop. The failures are real, and they arrive in a predictable sequence. Most scaling …...
Captions vs. Transcripts: Which Accessibility Deliverable Do You Need?
28+ min ago (945+ words) The short answer: captions are text synchronized with media playback. A transcript is a separate document meant to be read. They may begin with the same words, but they do different jobs. For most prerecorded video, captions provide access during…...
Database Isolation Levels: What Can Concurrent Transactions Actually See?
32+ min ago (743+ words) Transactions do not execute in isolation from reality. Isolation levels define how much of that reality they are allowed to observe. In the previous topic, we explored Optimistic and Pessimistic Concurrency Control. Now we can go one level deeper. What…...
Vectors: How Numbers Turns Meaning Into Direction
32+ min ago (1288+ words) When we say -’ The boy is playing in the garden.’ we see words. Now a language model can only interpret numbers. Before an AI system can compare …...