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Support Vector Machines — How AI Finds the Widest Gap Between Classes
2+ hour, 26+ min ago (648+ words) Series 3, Part 5: ML Algorithms, Simply Explained Imagine you’re a security officer at an airport. Your job is to separate …...
LLM Inference, Explained: Prefill, Decode, and KV Cache
2+ hour, 25+ min ago (29+ words) Ever wondered what actually happens the second you hit send on ChatGPT or Claude? That near-instant reply isn’t magic. It’s inference …...
Whose Memory Is It? Building Multi-Tenant, Multi-Tier Memory for AI Agents (Part 4)
20+ hour, 8+ min ago (1782+ words) This is a 4-part series on how agents remember:building short-, medium- and long-term memory thatscales across users, agents, and kubernetes clusters. Alice and Bob both use our agent platform. On Monday, Alice worked on a support incident, and the…...
TrueFoundry vs OpenRouter: Which AI Gateway Fits Your Stack?
9+ hour, 57+ min ago (949+ words) TrueFoundry and OpenRouter both solve the same problem, routing your app to the right model, but they solve it for different teams. One bets on enterprise control. The other bets on scale and speed. We tested both to find out…...
Applied Sciences, Vol. 16, Pages 9098: Pairwise Classification as a Unified Framework for Offline Reinforcement Learning and Large-Language-Model Alignment
10+ hour, 16+ min ago (496+ words) Offline reinforcement learning (offline RL) and large-language-model (LLM) alignment are typically studied as independent domains and each has developed its own pairwise comparison technique. Prior studies have validated pairwise classification exclusively within offline RL, leaving open the question of whether it…...
Vector Databases Explained: Powering AI with Open Source Data Storage
1+ week, 2+ day ago (1717+ words) What do vector databases do? Why did they show up when they did? Which open source ones are worth your time? How do you use them? Here are some answers… It was a fair question. And I realised I’d never…...
Your AI Demo Works. Here's What Can Break in Production
10+ hour, 30+ min ago (528+ words) The gap between a working demo and a system people can actually depend on. A demo proves a concept. Production proves everything else. When you build a demo, you're answering one question: can this work at all? You pick clean…...
The browser-training speedup was a curve, not one headline number
10+ hour, 45+ min ago (147+ words) The WebGPU path did not have one honest speedup number. Against multithreaded WASM SIMD, the measured improvement was 2.6 times on the Small preset, 6.8 times on Medium, 9.3 times on Large, and 12.1 times on XL. Loss drift ranged from 1.1% to 2.5% across the same…...
Where LLMs Break on Data: Dates, Joins, and the Illusion of Understanding
7+ hour, 8+ min ago (1436+ words) Almost everyone who builds on top of a language model hits the same wall eventually. You ask it something that looks trivial …...
Best LLM for Coding in 2026: Claude Opus 4.8 vs GPT-5.5 vs Gemini 3.1 Pro (With Enterprise Governance Guide)
11+ hour, 30+ min ago (466+ words) When evaluating LLMs for coding assistance, consider these key dimensions: The table below compares the three leading frontier models generally available via API as of August 2026. Note: GPT-5.5 applies 2× input and 1.5× output pricing for sessions exceeding 272K input tokens. All prices…...