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AI Hardware

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

Line graph of LLM hallucination rates plummeting with layered detection techniques
AI Hardware

Taming AI Lies: 5 Battle-Tested Tricks Beyond Fancy Prompts

Your AI just invented an API that doesn't exist. Sound familiar? Here's how to build defenses that actually work, straight from the trenches.

4 min read 5 days, 17 hours ago
LMSYS leaderboard graph with MiMo-V2-Pro at the top spot
AI Hardware

Hunter Alpha's Stealth Coup: MiMo-V2-Pro Tops Leaderboards Without Fanfare

An unnamed API endpoint on OpenRouter just hijacked the top spot on AI leaderboards. No hype, no demos—just raw performance from MiMo-V2-Pro, aka Hunter Alpha.

3 min read 5 days, 17 hours ago
AI interface querying security camera footage for suspicious activity
AI Hardware

$7M for AI That Searches Security Cams — But Only for 'Moral' Clients

A two-year-old startup just raised $7 million to turn security camera feeds into searchable AI databases. Problem is, they're already powering Singapore's narc busts — and swearing off shady clients.

4 min read 5 days, 17 hours ago
AI agent connected to web APIs for real-time data scraping and search
AI Hardware

7 Free Web APIs That Promise to Supercharge Your AI Agent—But Deliver With Asterisks

Your AI agent's gasping for real-time web data. These seven free APIs claim to deliver—but free means catches, and not all shine equally.

3 min read 5 days, 17 hours ago
Diagram of LangChain agent loop with middleware hooks intercepting model and tool calls
AI Hardware

LangChain Middleware: The Hooks That Let You Hijack AI Agents Mid-Flight

Agent loops in LangChain just got surgically customizable. Middleware hooks let you inject logic anywhere, turning brittle prototypes into resilient production beasts.

3 min read 5 days, 17 hours ago
AI-enhanced RPA bot processing chaotic invoice data into structured workflow
AI Hardware

RPA Bots Wake Up: AI's Turning Automation from Robot Slaves into Smart Sidekicks

Picture this: a software bot stares down a crumpled invoice, pixels blurring into chaos. RPA chokes. But inject AI? It deciphers, decides, dominates. Automation's old guard meets its upgrade.

3 min read 5 days, 17 hours ago
Mistral Voxtral TTS model generating human-like speech on a smartwatch screen
AI Hardware

Mistral's Voxtral TTS: The Open-Source Voice Challenger That Might Just Whisper

Mistral was the open-source LLM rebel everyone cheered. Now they're crashing the TTS party with a model that fits on your smartwatch. Game on – or gimmick?

4 min read 5 days, 17 hours ago
Axplorer AI interface on Mac Pro displaying graph theory pattern discovery
AI Hardware

Axplorer: Supercomputer Math Squeezed onto Your Mac Pro—But Does It Deliver?

François Charton fires up Axplorer on a Mac Pro. Two hours tick by. Boom—a decades-old math riddle folds. But is this the math revolution startups promise, or just faster guesswork?

3 min read 5 days, 17 hours ago
Towering data center servers glowing amid strained power lines and protesting locals
AI Hardware

AI Data Centers: Tech's Insatiable Power Hunger Hits Home

Ever wonder why your power bill's climbing? Blame the AI boom's monster data centers sucking grids dry. Tech's big promises ring hollow amid real community pain.

3 min read 5 days, 17 hours ago
U.S. senators' letter demanding data center power usage data from EIA
AI Hardware

Senators Demand Data Centers Cough Up Power Bills — Echoes of the 1970s Oil Shock?

Two senators just demanded a peek at Big Tech's power tabs. Behind the letter? A grid on the brink, courtesy of AI's insatiable hunger.

4 min read 5 days, 17 hours ago
SoftBank logo intertwined with OpenAI's orb and stacks of cash symbolizing the $40B loan
AI Hardware

SoftBank's $40 Billion Unsecured Bet: OpenAI's IPO Clock Starts Ticking

Imagine borrowing $40 billion with zero collateral, due in just 12 months. SoftBank just did it — all to double down on OpenAI, betting the farm on a blockbuster IPO.

3 min read 5 days, 17 hours ago
Executive in family office reviewing AI-generated financial anomaly alerts on multiple screens
AI Hardware

Family Offices Dip Toes in AI Waters—While Consultants Swim in Cash

Imagine a billionaire's money machine humming along on ancient spreadsheets, suddenly jolted by AI anomaly alerts. Ocorian's fresh study says 86% of family offices are already there—but don't pop the champagne yet.

4 min read 5 days, 17 hours ago
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