AI Built a Complete YouTube Video. Here's What It Got Wrong.
Bob Reynolds·2 months ago
AI — Page 16
Artificial intelligence, machine learning, LLMs, and AI tools transforming development.
AI. Bob Reynolds2 months ago· 6 min read
AI Built a Complete YouTube Video. Here's What It Got Wrong.
A creator typed five prompts. AI researched, scripted, animated, and edited a full video. The logistics worked. The storytelling didn't. Here's what that division means.
Anthropic's Internal Model 2 and a Week of AI Shifts
Marcus Chen-Ramirez·2 months ago
AI. Marcus Chen-Ramirez2 months ago· 8 min read
Anthropic's Internal Model 2 and a Week of AI Shifts
Anthropic's internal Model 2 outpaces Mythos 5 on R&D benchmarks. Plus: DeepSeek pricing climbs, Gemini 3.7 Flash drops, and compute costs keep rising.
How AI Agents Connect to Tools Securely
Rachel "Rach" Kovacs·2 months ago
AI. Rachel "Rach" Kovacs2 months ago· 7 min read
How AI Agents Connect to Tools Securely
From bare API keys to vault-backed short-lived credentials, IBM's Grant Miller maps five patterns for connecting AI agents to tools—and the security tradeoffs of each.
Liquid-Cooled AI Cache Server Built From Off-the-Shelf Parts
Bob Reynolds·2 months ago
AI. Bob Reynolds2 months ago· 8 min read
Liquid-Cooled AI Cache Server Built From Off-the-Shelf Parts
A home lab builder assembled a liquid-cooled NVMe server to test remote AI KV cache offloading. The results reveal a gap between raw hardware performance and software maturity.
Command Code GOAT Plan: $10 for Open AI Coding Models
Yuki Okonkwo·2 months ago
AI. Yuki Okonkwo2 months ago· 7 min read
Command Code GOAT Plan: $10 for Open AI Coding Models
Command Code's $10 GOAT plan offers $70 in monthly credits across 33 AI coding models. Here's what that actually means for developers right now.
Apple's Neural Engine: Specialized Chips vs. Data Centers
Yuki Okonkwo·2 months ago
AI. Yuki Okonkwo2 months ago· 7 min read
Apple's Neural Engine: Specialized Chips vs. Data Centers
Apple's Neural Engine isn't an AI brain—it's a multiplication machine. Here's why that distinction matters for how businesses think about AI compute costs.
AI Handles the Code. Can You Handle the Rest?
Bob Reynolds·2 months ago
AI. Bob Reynolds2 months ago· 8 min read
AI Handles the Code. Can You Handle the Rest?
Will King's Laracon talk argues creativity is learnable, not innate. Bob Reynolds examines whether that's wisdom or a comforting story for a nervous room.
GLM 5.3 Challenges Mythos 5 in AI Cybersecurity
Rachel "Rach" Kovacs·2 months ago
AI. Rachel "Rach" Kovacs2 months ago· 8 min read
GLM 5.3 Challenges Mythos 5 in AI Cybersecurity
China's Z.ai claims GLM 5.3 edges out Anthropic's Mythos 5 on vulnerability detection. The benchmark numbers tell a more complicated story.
Claude Haiku 5 Leak: What the Rumors Actually Claim
Bob Reynolds·2 months ago
AI. Bob Reynolds2 months ago· 7 min read
Claude Haiku 5 Leak: What the Rumors Actually Claim
A leak on X claims Claude Haiku 5 could match near-Opus 5 performance at a fraction of the cost. Here's what's rumored, what's real, and what to watch for.
NVIDIA Nemotron 3.5 Lightning Targets AI Agent Work
Marcus Chen-Ramirez·2 months ago
AI. Marcus Chen-Ramirez2 months ago· 7 min read
NVIDIA Nemotron 3.5 Lightning Targets AI Agent Work
NVIDIA's Nemotron 3.5 Lightning is a 30B MoE model built to handle the repetitive, high-volume work inside AI agents—faster and cheaper than frontier reasoning models.
Building an AI Web Scraper with Python in 2025
Yuki Okonkwo·2 months ago
AI. Yuki Okonkwo2 months ago· 7 min read
Building an AI Web Scraper with Python in 2025
Python AI web scrapers combine LLMs with HTML parsing to extract structured data. Here's what the stack actually looks like—and where it quietly breaks.
Claude Opus 5 Is Verbose by Default. Here Is the Fix
Bob Reynolds·2 months ago
AI. Bob Reynolds2 months ago· 7 min read
Claude Opus 5 Is Verbose by Default. Here Is the Fix
Claude Opus 5 defaults to jargon-heavy, verbose output. Here's how to configure Claude Code's output style and custom skills to fix it.
DeepSeek Harness Debuts a Radical Plugin Architecture
Dev Kapoor·2 months ago
AI. Dev Kapoor2 months ago· 6 min read
DeepSeek Harness Debuts a Radical Plugin Architecture
DeepSeek's new developer harness puts full transparency and a plugin-everything philosophy against Claude Code's black-box approach. Here's what that means for developers.
The Gauntlet Loop Works—Until It Doesn't
Rachel "Rach" Kovacs·2 months ago
AI. Rachel "Rach" Kovacs2 months ago· 7 min read
The Gauntlet Loop Works—Until It Doesn't
The gauntlet loop lets Claude Code build full apps from a single prompt. AI LABS breaks down why it fails on original projects—and how Wayfinder fixes it.
audio.cpp Aims to Be a Local Runtime for Audio AI
Dev Kapoor·2 months ago
AI. Dev Kapoor2 months ago· 7 min read
audio.cpp Aims to Be a Local Runtime for Audio AI
audio.cpp is a new open-source C++ project attempting to unify local audio AI—TTS, STT, voice cloning—into one binary. Here's what it can and can't do yet.
EU AI Watermarking Is Live. Here's What It Actually Does
Samira Barnes·2 months ago
AI. Samira Barnes2 months ago· 7 min read
EU AI Watermarking Is Live. Here's What It Actually Does
The EU's AI watermarking law took effect in August. Here's how the technology actually works, what Google might do with it, and why most of the fear is manufactured.
Gemini 3.7 Flash and the Agent Economics Race
Samira Barnes·2 months ago
AI. Samira Barnes2 months ago· 8 min read
Gemini 3.7 Flash and the Agent Economics Race
Google's Gemini 3.7 Flash arrives three weeks after 3.6 with sharp gains in coding and agents—and a pricing strategy designed to buy market share fast.
Baidu Unlimited-OCR Tackles Long-Document AI Parsing
Marcus Chen-Ramirez·2 months ago
AI. Marcus Chen-Ramirez2 months ago· 6 min read
Baidu Unlimited-OCR Tackles Long-Document AI Parsing
Baidu's Unlimited-OCR uses a novel attention mechanism to parse entire books in one pass. Here's what the tech does, why it matters, and who stands to benefit.
Google Gemini 3.7 Flash: Coding Power at Low Cost
Marcus Chen-Ramirez·2 months ago
AI. Marcus Chen-Ramirez2 months ago· 6 min read
Google Gemini 3.7 Flash: Coding Power at Low Cost
Google's Gemini 3.7 Flash arrives with serious coding benchmarks, a 1M-token context window, and pricing designed to scale. Here's what it actually means.
Y Combinator's QM Is a Multiplayer Agent Harness
Dev Kapoor·2 months ago
AI. Dev Kapoor2 months ago· 8 min read
Y Combinator's QM Is a Multiplayer Agent Harness
Y Combinator's open-source QM gives every team member an isolated cloud workspace with shared context and org-wide safety controls. Here's what it actually does.