Eigenvectors Are the Directions a Matrix Can’t Rotate
What do they tell us about a linear transformation?Continue reading on Towards AI »
Towards AI1 min read
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The Chunking Dilemma: Why RAG Fails Before Retrieval Even Starts
Why 80% of enterprise RAG failures happen before retrieval starts. Learn the Goldilocks chunking dilemma, 512-token truncation, and production splitting rules.
Towards AI15 min readReducing Guardrail Code With a Shared Jev Decision Layer
A phased agentic workflow that centralizes interpretation while preserving execution authorityContinue reading on Towards AI »
Towards AI1 min readDelete Is a Promise: A Security Researcher’s Look at AI Conversation Privacy
An OpenAI privacy bug in the gap between an object and the assets derived from it
Towards AI7 min readMy RTX 5090 Fell from 77 to 7 Tokens Per Second. VRAM Pressure Was the Culprit
A local LLM on a daily-driver Windows desktop. Every video call cut its speed by up to 10x, and vLLM never reported an error. The decisive test, the VRAM math, and the configuration change that stopped it.
Towards AI9 min read
Vector Databases for Production RAG: Indexing, Hybrid Search, and Scaling Retrieval
Complete RAG Engineering Series, Part 6 | A practical guide to HNSW, IVF, product quantization, FAISS, Pinecone, Weaviate, Qdrant, Milvus…Continue reading on Towards AI »
Towards AI1 min readThe Only 5 AI Papers You Need to Read in 2026
What each paper really says, why it still matters, and what to read next.Continue reading on Towards AI »
Towards AI1 min read
How Does AI Game Merging Actually Work?
AI game merging can mean a content port, two live games linked by passthrough, or a rebuilt runtime. See what each route connects and what a demo proves.
Towards AI7 min read
Best Local LLMs for Your Mac in October 2026: 24GB to 128GB Picks
Qwen3.8-27B on a 24GB MacBook, Flash-Next on a 64GB mini, which Studio stack to pick, and the Ollama default that quietly breaks agents.Continue reading on Towards AI »
Towards AI1 min read
Claude Code Mods Are Here: Watch What Claude Is Doing
Don’t read the logs. Watch the crab.Continue reading on Towards AI »
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Part XI — RDD vs DataFrame vs Dataset: Why Your “Type-Safe Refactor” Made Spark 3x Slower
Part XI — RDD vs DataFrame vs Dataset: Why Your “Type-Safe Refactor” Made Spark 3x Slower Three APIs, two execution worlds — how Catalyst and Tungsten treat structured plans, why typed …
Towards AI8 min readWhy GPT Ditched Half the Transformer
How OpenAI stripped down the original encoder-decoder architecture — and why removing half of it made language models better, not worse.Continue reading on Towards AI »
Towards AI1 min read
Redefining Job Roles in the Age of AI
Redefining Job Roles in the Age of AI For years, two scenarios about AI and work have been repeated. One promises a utopia in which computers lift the burden of toil from our shoulders; the other …
Towards AI12 min read
TAI #225: OpenAI’s DevDay: Cheaper Intelligence, Unfinished Agents
TAI #225: OpenAI’s DevDay: Cheaper Intelligence, Unfinished Agents Also, Gemini 4 Argon, GPT-6.1 Sol, Dots, NVIDIA DGX Spark 64GB, Microsoft MAI-Transcribe-2-Streaming, and Cohere Embed 5. What …
Towards AI21 min read
Small Models Were the Wrong Question for Enterprise AI
I started out betting on small language models. The research pushed me toward a broader idea: move well-understood work to the cheapest specialized mechanism that can reliably handle it.
Towards AI13 min read
Understanding World Models
Understanding World Models Trudy: A World Model for Physical Understanding By Luhui Hu The next wave of AI (Artificial Intelligence) / SI (Super Intelligence), I believe, will be driven by a deeper …
Towards AI13 min read
I Read Anthropic’s Latest Alignment Research. This Part Stood Out
Four Claude models reached the real internet during cyber tests. The most unsettling finding was how one explained it to itself.Continue reading on Towards AI »
Towards AI1 min read
What Claude Code Keeps of Your Skills After Compaction
What Claude Code Keeps of Your Skills After Compaction A 5,000-token snapshot, a 25,000-token shared budget, and a skill index that never comes back. The mechanics, the failure modes, and the …
Towards AI13 min read
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