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AI Hardware

News on GPUs, specialized silicon, data center scaling, and the infrastructure powering the AI revolution.

Colab screenshot of CAI cybersecurity agent scanning ports and checking CVEs
AI Hardware

CAI's Cybersecurity Agents: Slick Colab Demo or Hacker Bait?

A new tutorial promises AI agents that scan ports, check CVEs, and hand off tasks like pros. But after 20 years watching Valley hype, I've got questions—starting with 'Does this actually block bad guys?'

3 min read 5 days, 5 hours ago
OpenAI Sora AI video interface fading into darkness with AGI rocket launching
AI Hardware

OpenAI Kills Sora to Hunt the Real Prize

Sora's done. OpenAI's pulling the plug on its AI video star to laser in on bigger battles—like cracking general intelligence.

3 min read 5 days, 9 hours ago
Claude Cowork interface generating animated One Piece zine from research docx
AI Hardware

Claude Skills and Cowork: Workflow Revolution or Niche Hack?

Anthropic's latest Claude features turn AI into a specialized craftsman. But do Skills and Cowork Projects deliver real productivity gains?

3 min read 5 days, 9 hours ago
Modular data center container installed beneath elevated Tokyo railway track with passing train overhead
AI Hardware

Tokyo's Train-Track Data Centers: Shaking Up Servers or Shaking Them Apart?

Your next AI image gen might hitch a ride under Tokyo trains. But with vibes from passing cars and theft-happy crooks lurking, this 'innovative' fix smells like hype.

3 min read 5 days, 9 hours ago
NeurIPS conference banner crossed with US and Chinese flags in tension
AI Hardware

NeurIPS' Sanctions Blunder Ignites AI's Cold War Fears

NeurIPS, AI's holy grail conference, just tripped over US sanctions — and nearly lost half its brainpower. Chinese researchers threatened boycott; organizers blinked.

3 min read 5 days, 9 hours ago
AMD Radeon HD 6990 dual-GPU graphics card with massive heatsink and fans
AI Hardware

AMD's Radeon HD 6990: The Dual-GPU Beast That Made PCs Roar 15 Years Ago

Picture your gaming rig belching heat like a volcano, yet dominating every benchmark. AMD's 2011 Radeon HD 6990 wasn't just a card; it was a preview of the raw power driving AI today.

3 min read 5 days, 9 hours ago
Microsoft Xbox logo evolving amid scrapped 'This is an Xbox' campaign imagery
AI Hardware

Xbox Series Ships 25M Units, Trails Xbox One — New Boss Kills Tone-Deaf Campaign in Brand Overhaul

Xbox Series X|S has shipped fewer units than Xbox One did at this point — a stark 25 million vs. over 30 million. That's the backdrop for killing the bizarre 'This is an Xbox' campaign that tried rebranding TVs and laptops as Xbox.

3 min read 5 days, 9 hours ago
Futuristic diagram of RAG pipeline: ingestion, chunking, retrieval, and freshness components flowing into an AI brain
AI Hardware

RAG 2026: Ingestion to Freshness, the Stack That Powers Tomorrow's AI

92% of enterprise AI teams plan RAG overhauls by 2026. Here's the no-BS breakdown of what actually works.

4 min read 5 days, 9 hours ago
PyTorch ReflexiveLayer architecture diagram showing frozen backbone and updating adapter
AI Hardware

PyTorch ReflexiveLayer: Healing Drifting Models Without Retraining

Transaction patterns shift. Your model craters. Enter ReflexiveLayer: it heals without freezing production. +27.8% accuracy, zero backbone tweaks.

3 min read 5 days, 9 hours ago
Samsung BM9K1 SSD controller with RISC-V architecture and PCIe 5.0 speeds
AI Hardware

Samsung's RISC-V SSD Hits 11.4 GB/s — AI's Local Turbocharger

Samsung just dropped a PCIe 5.0 bomb: the BM9K1 SSD, screaming at 11.4 GB/s thanks to open-source RISC-V smarts. It's built for your AI dreams, not just hype.

4 min read 5 days, 9 hours ago
David Sacks at podium announcing White House role shift
AI Hardware

Sacks Burns 130-Day Limit: Trump's AI Czar Sidelined After Policy Backfires

David Sacks just torched his 130-day special government employee clock. Trump's AI czar is out—relegated to an advisory council after alienating allies and fumbling key wins.

4 min read 5 days, 9 hours ago
Code screenshot of Andrej Karpathy's microGPT Python implementation
AI Hardware

microGPT: Karpathy Shreds GPT's Hype in 200 Lines

Karpathy built GPT from scratch. In 200 lines. Turns out, the emperor's got no clothes.

3 min read 5 days, 9 hours ago
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