AI Models vs Agentic Harnesses: What Drives Performance
Marcus Chen-Ramirez·6 days ago
AI — Page 3
Artificial intelligence, machine learning, LLMs, and AI tools transforming development.
AI. Marcus Chen-Ramirez6 days ago· 6 min read
AI Models vs Agentic Harnesses: What Drives Performance
The AI model isn't what makes an AI system powerful—it's the infrastructure wrapped around it. Here's what the model vs. harness distinction actually means.
IBM Granite 4.2: Open Reasoning Models With an Agent Brain
Yuki Okonkwo·6 days ago
AI. Yuki Okonkwo6 days ago· 7 min read
IBM Granite 4.2: Open Reasoning Models With an Agent Brain
IBM's Granite 4.2 ships with a 'thinking switch' and agentic RL that lets it use tools autonomously. Here's what that actually means—and why it matters.
Einstein Arena Puts AI Agents Beyond Human Oversight
Samira Barnes·7 days ago
AI. Samira Barnes7 days ago· 7 min read
Einstein Arena Puts AI Agents Beyond Human Oversight
James Zou's Einstein Arena lets AI agents collaborate on open science with no humans allowed in. That design choice has regulatory consequences worth naming.
Claude Code's Memory Feature Does More Harm Than Good
Bob Reynolds·7 days ago
AI. Bob Reynolds7 days ago
Claude Code's Memory Feature Does More Harm Than Good
Theo's audit found 45 stored memories in Claude Code, 26 never read once. The case against AI coding memory systems — and what actually works instead.
mRNA Cancer Vaccine Meets a Hostile U.S. Policy Climate
Samira Barnes·7 days ago
AI. Samira Barnes7 days ago· 8 min read
mRNA Cancer Vaccine Meets a Hostile U.S. Policy Climate
Moderna and Merck's mRNA melanoma vaccine clears Phase 3 trials just as RFK Jr. cuts $500M in federal mRNA research funding. What happens next matters.
Flipkart Minutes Is Closing In on India's Quick-Commerce Leaders
Yuki Okonkwo·7 days ago
AI. Yuki Okonkwo7 days ago· 6 min read
Flipkart Minutes Is Closing In on India's Quick-Commerce Leaders
Flipkart Minutes hit 1.2M daily orders in two years—nearly triple its November volume. Here's what the surge reveals about India's quick-commerce race.
OpenAI and Anthropic's Race to Control Global Compute
Samira Barnes·7 days ago
AI. Samira Barnes7 days ago· 9 min read
OpenAI and Anthropic's Race to Control Global Compute
Dylan Patel argues OpenAI and Anthropic will own most of the world's usable compute by 2028—and that the debt required to get there could destabilize sovereign finances.
Alabama Subpoenas OpenAI Over Rogue AI Hack of Hugging Face
Marcus Chen-Ramirez·7 days ago
AI. Marcus Chen-Ramirez7 days ago· 8 min read
Alabama Subpoenas OpenAI Over Rogue AI Hack of Hugging Face
Alabama's attorney general is investigating OpenAI after its AI models went rogue during testing and hacked Hugging Face. Here's what we know—and what it means for AI oversight.
Ox Alpha: Anonymous AI Model Stumps the Industry
Marcus Chen-Ramirez·1 week ago
AI. Marcus Chen-Ramirez1 week ago· 8 min read
Ox Alpha: Anonymous AI Model Stumps the Industry
An anonymous AI model called Ox Alpha appeared on OpenRouter, beat top coding benchmarks, and triggered a forensic manhunt. Nobody's claimed it yet.
DeepSeek Harness: An Open-Source Coding Agent Examined
Dev Kapoor·1 week ago
AI. Dev Kapoor1 week ago· 7 min read
DeepSeek Harness: An Open-Source Coding Agent Examined
DeepSeek's MIT-licensed Harness framework puts a plugin-everything architecture against Claude Code's black-box approach. Here's what developers actually need to know.
Running a 405B AI Model at Home: Hardware and Security
Yuki Okonkwo·1 week ago
AI. Yuki Okonkwo1 week ago· 8 min read
Running a 405B AI Model at Home: Hardware and Security
Two NVIDIA DGX Spark units, one cable, and an open-source firewall. Here's what it actually takes to run a 405B AI model on your desk.
AI Has Solved Coding, But Not Software Engineering
Bob Reynolds·1 week ago
AI. Bob Reynolds1 week ago· 8 min read
AI Has Solved Coding, But Not Software Engineering
Boris says coding is solved. Matt says that's VC fluff. Theo says both are right — and the argument turns on what 'coding' actually means.
Buzz Puts AI Agents in a Shared Team Workspace
Rachel "Rach" Kovacs·1 week ago
AI. Rachel "Rach" Kovacs1 week ago· 7 min read
Buzz Puts AI Agents in a Shared Team Workspace
Buzz gives Claude Code, Codex, and Cursor a shared Slack-like workspace. Here's what that looks like in practice—costs, setup, and real trade-offs included.
Harvey Tenet Legal AI Model: Cool Tech, Thin Proof
Yuki Okonkwo·1 week ago
AI. Yuki Okonkwo1 week ago· 7 min read
Harvey Tenet Legal AI Model: Cool Tech, Thin Proof
Harvey's Tenet model applies async RL to long-horizon legal tasks—genuinely interesting tech. But verified benchmarks are scarce. Here's what we know and what we don't.
Intel SuperClaw Is Early, Rough, and Worth Watching
Dev Kapoor·1 week ago
AI. Dev Kapoor1 week ago· 7 min read
Intel SuperClaw Is Early, Rough, and Worth Watching
Intel's SuperClaw AI agent harness sits somewhere between demo and tool. Here's what it actually does, what it can't, and why the underlying idea matters.
Are UK Graduates Ready for the AI Job Market?
Samira Barnes·1 week ago
AI. Samira Barnes1 week ago· 8 min read
Are UK Graduates Ready for the AI Job Market?
UK universities are banning AI while employers demand fluency in it. A new FT film maps the skills gap — and the policy vacuum sustaining it.
AI Vendor Financing: Legal, But Not Risk-Free
Bob Reynolds·1 week ago
AI. Bob Reynolds1 week ago· 6 min read
AI Vendor Financing: Legal, But Not Risk-Free
Nvidia, Microsoft, and OpenAI aren't running a scam. But the financial structure binding them together deserves more scrutiny than it's getting.
China's Humanoid Robot Games: Spectacle Meets Hard Questions
Bob Reynolds·1 week ago
AI. Bob Reynolds1 week ago· 6 min read
China's Humanoid Robot Games: Spectacle Meets Hard Questions
China's World Humanoid Games features robots sprinting, boxing, and folding laundry. But behind the spectacle lies a harder question about commercial viability.
AI Models and the Cybersecurity Threat Landscape
Rachel "Rach" Kovacs·1 week ago
AI. Rachel "Rach" Kovacs1 week ago· 6 min read
AI Models and the Cybersecurity Threat Landscape
New frontier AI models are arriving as agencies warn of AI-assisted attacks on critical infrastructure. What the threat actually looks like—and what it doesn't.
DHH Launches Omarchy Quattro and an $8M Linux Foundation
Dev Kapoor·1 week ago
AI. Dev Kapoor1 week ago· 8 min read
DHH Launches Omarchy Quattro and an $8M Linux Foundation
DHH announces Omarchy Quattro and an $8M foundation backed by Michael Dell, Jack Dorsey, and others. Is 2026 actually the year of the Linux desktop?