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AI News & Models

For people building with AI: new models, local AI, coding tools, pricing and security, explained plainly.

587 articles · 8 topics · Updated Nov 12, 2026
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AI Pricing & Costs ·

The Hidden Bloat in Your AI Tooling Stack

From a hidden LibreOffice install inside ChatGPT to 5% GPU utilization, here's what's bloating your AI tooling stack and how LLM inference cost optimization fixes it.

llm inference cost optimizationai tooling bloatgpu utilization
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AI Models & Industry ·

What Are Looped Transformers in AI?

Looped transformers reuse the same layers repeatedly to reason in hidden math, not words. Here's how they work, why OpenAI's Astra uses them, and the safety tradeoff.

looped transformersrecurrent depthOpenAI Astra
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AI Image, Video & Audio ·

How to Block AI Videos on YouTube (5 Tools That Actually Work)

YouTube's AI labels don't filter your feed. Here are 5 browser extensions and blocklists that actually block AI slop from your recommendations.

block ai videos on youtubeai slop youtubeyoutube ai content blocker
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AI Coding Tools ·

The Best Tools for AI Coding Agents Aren't the Fancy Ones

Three independent studies show AI coding agents default to grep over LSP and embeddings. Here's the data and the layered toolchain that actually works.

best tools for AI coding agentsgrep vs LSPAI coding agent search
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AI Models & Industry ·

How Do LLMs Actually Work? Beyond 'Next-Token Predictor'

LLMs predict the next word, but that training objective builds real internal reasoning. Here's the proof, including a 13M-line Lean proof of Fermat's Last Theorem.

how do llms actually worknext-token predictorlarge language models explained
A cursor pulls a translucent next-state node out of a solid node in a node graph, illustrating AI simulating the next state.
AI Models & Industry ·

What Is AI World Modeling?

AI world modeling means predicting the next state of an environment, not just the next word. Here's what it is, where it came from, and why it matters for coding agents.

AI world modelingworld model AICode World Model
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Local AI ·

What Hardware Do You Actually Need to Run LLMs Locally?

What GPU, memory, and budget you actually need to run a 27B-class model like Qwen3 locally, plus the break-even math against API pricing.

hardware requirements for local LLM inferencerun Qwen3 locallylocal LLM GPU requirements
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AI Models & Industry ·

Nvidia's Hugging Face Deal: What It Means for Open-Source AI

Nvidia's reported $12.9B bid for Hugging Face would put open-source AI's biggest hub under one chipmaker's control. Here's the impact and why owning your infrastructure matters.

Nvidia Hugging Face acquisitionopen source AI infrastructureNvidia open source AI
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AI Agents & Automation ·

What Is an AI Agent Multiplexer?

An AI agent multiplexer runs and monitors multiple AI coding agents at once, like tmux with status awareness built in. Here's how it works and who uses it.

AI agent multiplexertmux for AI agentsClaude Code multiple agents