AI — Page 15

AI. Bob Reynolds1 month ago· 8 min read

AI Agents for Science Hit a Wall: the Hypothesis Problem

Sina Shahandeh of Radicait explains why AI agents plateau on real scientific tasks — and the structural fix he's using to unstick them.

Red "IT'S ABSURD" text above four circular AI model logos (GLM 5.2, Grok 4.5, Fable 5, GPT-5.6-Sol) on black background

GPT-5.6 Sol, Fable 5, Grok 4.5, GLM 5.2 Compared

Dev Kapoor·1 month ago

AI. Dev Kapoor1 month ago· 6 min read

GPT-5.6 Sol, Fable 5, Grok 4.5, GLM 5.2 Compared

Four major AI models dropped within weeks of each other. Here's what actually separates them—and why the open-weight option changes the calculus.

Man with surprised expression next to text "POSTGRES REWRITE" and database-to-Rust conversion icon with 100% checkmark

pgrust: A Full Postgres Rewrite in Rust, Tested

AI. Bob Reynolds1 month ago· 6 min read

pgrust: A Full Postgres Rewrite in Rust, Tested

pgrust passes all 46,066 official Postgres regression tests and boots real data directories. Here's what that means—and what it doesn't.

Five men's headshots arranged horizontally with names labeled below each, set against a black background with yellow "Model…

Murati's Open Model and AI's Regulation Dilemma

Dev Kapoor·1 month ago

AI. Dev Kapoor1 month ago· 9 min read

Murati's Open Model and AI's Regulation Dilemma

Mira Murati's 975B Inkling model, Demis Hassabis's FINRA-for-AI proposal, and Liquid AI's post-transformer architecture reframe who controls frontier AI.

Person in red shirt with microphone next to computer screen displaying code and task lists, with text overlay "Watch him code

How One Solo Developer Manages 30 AI Agents at Once

AI. Bob Reynolds1 month ago· 8 min read

How One Solo Developer Manages 30 AI Agents at Once

Kun Chen, a former big tech engineer, built a multi-agent orchestration system to manage dozens of AI coding sessions solo. Here's how it actually works.

AMD Instinct graphics card displayed against blue background with bold red text highlighting "144GB" and "HBM3E"…

AMD Instinct MI350P: 144GB HBM3E in a PCIe GPU

Yuki Okonkwo·1 month ago

AI. Yuki Okonkwo1 month ago· 7 min read

AMD Instinct MI350P: 144GB HBM3E in a PCIe GPU

AMD's Instinct MI350P brings 144GB of HBM3E and 3.6TB/s bandwidth to standard PCIe servers. Here's what it means for the mid-market AI infrastructure gap.

Claude Honeycomb Leak: What the Opus 5 Rumors Mean

AI. Bob Reynolds1 month ago· 6 min read

Claude Honeycomb Leak: What the Opus 5 Rumors Mean

A mystery model called Honeycomb appeared briefly in Cursor on July 8th, then vanished. Here's what the leak actually shows — and what it doesn't.

Woman with dark hair against dark background with quote "China beat us. So I joined them." and text "INTRODUCING INKLING"…

Thinking Machines Launches Inkling, Its First Open-Weight AI Model

Thinking Machines Launches Inkling, Its First Open-Weight AI Model

Mira Murati's Thinking Machines has released Inkling, an open-weight multimodal AI model built on DeepSeek's architecture—and the implications go well beyond benchmarks.

Developer working at neon-lit desk with GitHub website displayed on dual monitors in purple ambient lighting setup

35 GitHub Projects Mapping the AI Agent Trust Gap

35 GitHub Projects Mapping the AI Agent Trust Gap

This week's GitHub trending list is less a catalog of tools and more a collective argument: developers don't fully trust AI agents yet—and they're building accordingly.

AI Coding Tools May Erode Developer Skills

AI Coding Tools May Erode Developer Skills

A small but pointed Anthropic study finds junior developers who use AI score worse on coding quizzes—especially in debugging. Here's what the data actually says.

Man in glasses pointing at analytics dashboard showing 19K clicks and 1M impressions with upward trending graph labeled…

Claude Code and AI-Driven SEO for Shopify Stores

AI. Bob Reynolds2 months ago· 7 min read

Claude Code and AI-Driven SEO for Shopify Stores

A live walkthrough of using Claude Code, SEMrush MCP, and Shopify to build AI-optimized pages raises real questions about where SEO is heading.

Garry Tan's Blueprint for the AI-Native Company

Yuki Okonkwo·2 months ago

Garry Tan's Blueprint for the AI-Native Company

Y Combinator's Garry Tan argues that how you organize AI matters more than which AI you use. Here's what that means in practice.

A presenter explains optimization concepts through mathematical formulas, neural networks, fluid dynamics simulations, and…

How Optimization Powers Modern AI and Engineering

AI. Yuki Okonkwo2 months ago· 8 min read

How Optimization Powers Modern AI and Engineering

From training ChatGPT to imaging black holes, optimization is the hidden engine behind modern AI and engineering. Steve Brunton's lecture explains how.

3D bar chart visualization showing loss as information, with cyan bars representing data points labeled with words,…

Cross-Entropy and the Math Behind LLM Training

Cross-Entropy and the Math Behind LLM Training

Grant Sanderson's 3Blue1Brown video explains cross-entropy loss and why the logarithm in LLM training isn't a design choice — it's the only mathematically valid option.

AI in Marketing: Science Should Serve the Art

AI in Marketing: Science Should Serve the Art

Retention strategist Tom Burrell and media expert Chris Morris explain why AI's real marketing power lies in reading behavioral drift — not generating content.

Developer with glasses next to a dark-themed CRM dashboard showing leads, booking data, and KPI charts with Astro, Convex,…

Building a CRM With Claude Code for Local Businesses

Building a CRM With Claude Code for Local Businesses

A YouTuber built a working CRM using Claude Code, Astro, and Stripe for local business lead management. Here's what the stack actually looks like—and what to weigh.

Split-screen illustration contrasting an optimistic figure celebrating with robots on an upward arrow against a pessimistic…

AI Optimism and Pessimism Find Common Ground

AI Optimism and Pessimism Find Common Ground

Nobel laureates, DeepMind's Hassabis, and the AI doomer crowd are all talking at once. Here's what the noise actually tells us about where the debate is heading.

Speaker presenting at a conference with a laptop, standing in front of a large screen displaying "Staying in the Loop" with…

Claude Code Developer: AI Has a Capability Overhang Problem