149 stories
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 »
Don’t read the logs. Watch the crab.Continue reading on Towards AI »
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 …
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 …
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 …
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.
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 …
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 »
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 …
How designers use AI now, and what companies have not changed.Continue reading on Towards AI »
The 25mg Refill: Why Language Models Cannot Handle Clinical Math When an autonomous portal bot parses informal patient language to clear an inbox ticket, an ambiguous message becomes a five-fold …
I checked LLM-as-judge for order bias with no labels.Continue reading on Towards AI »
Embeddings, Masked Language Model Tasks, Attention Mechanisms, and Feed-Forward Networks Explained Through Equations, Matrix…
Can I Schedule a One-Time Crypto Trade With an AI Agent? Yes. You can tell an AI trading agent what to trade, when to run, and to stop after the first execution, so the trade happens at the time you …
HYPE Token Unlock: 3.75M Tokens Hit Today. Trade Plan The scariest number on the calendar this week was $856 million. That was the high-end estimate circulating for today’s Hyperliquid unlock, and …
Tail Rent: What Actually Happens to Your Agent’s Memory After a Week of Continuous Runtime I had a coding agent running against a real backlog for the better part of four days last month. Not one …
From Retrieval to Governance — The Architecture Shift Replacing Naive RAG Stop asking “How do we retrieve more chunks?” Start asking “How do we govern and structure what the model …
Google’s new Gemini tiers leave free accounts with Flash-Lite and strip Pro from the $4.99 plan, nine days after its newest model went to…Continue reading on Towards AI »
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