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AI Hardware

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

Bank of America financial adviser interacting with AI agent platform on screen
AI Hardware

Bank of America Arms 1,000 Advisers with AI Agents

Bank of America just handed AI agents to 1,000 financial advisers. It's a bold step into client-facing AI — with real productivity gains, but nagging doubts on trust and errors.

3 min read 5 days, 19 hours ago
Diagram showing bidirectional text-to-speech streaming in Amazon Polly API
AI Hardware

Amazon Polly's Bidirectional Trick Crushes Voice AI Lag

Amazon just fixed the biggest pain in voice AI: waiting. Bidirectional streaming in Polly lets audio flow as text trickles from LLMs—no more awkward silences.

3 min read 5 days, 19 hours ago
High-dimensional vector space with glowing nearest neighbor connections amid clustered data points
AI Hardware

Vector Databases: The AI Search Saviors or Just Fancy Indexing Tricks?

Servers groaning under billions of embeddings. That's where vector databases swoop in—or do they? I've seen this rodeo before.

3 min read 5 days, 19 hours ago
Google TurboQuant compressing LLM key-value cache into polar coordinates visualization
AI Hardware

Google's TurboQuant Promises 6x LLM Slimdown—Your Wallet Might Not Notice

Tired of RAM prices rivaling sports cars? Google's TurboQuant claims to slash LLM memory by 6x. Here's why it's probably not your ticket to cheap home AI.

3 min read 5 days, 19 hours ago
Robot arm grasping objects with bounding boxes in cluttered kitchen scene
AI Hardware

Why Robot Brains Still Can't Pick Up After Themselves

Vision-language models promise robot smarts, but they trip over 'where' in complex tasks. GroundedPlanBench calls their bluff — with real gains, or just lab tricks?

4 min read 5 days, 19 hours ago
SK Hynix HBM chips stacked in a cleanroom under blue lights, symbolizing AI memory production
AI Hardware

SK Hynix's $14B US Listing Gambit: Will It Finally End the AI Memory Crunch?

Why does a $440B memory titan like SK Hynix trade like a discount bin find? A massive US IPO might fix that—and bankroll the HBM surge AI desperately needs.

4 min read 5 days, 19 hours ago
Federal courtroom gavel striking down Pentagon logo next to Anthropic AI shield
AI Hardware

Anthropic's Court Win: Pentagon's Bid to Force AI into War Machines Fails

Ever wonder if refusing to arm drones could get your AI startup blacklisted by the Pentagon? Anthropic just proved it won't — and won in court.

4 min read 5 days, 19 hours ago
David Sacks in video interview discussing PCAST role
AI Hardware

David Sacks: From Trump's AI Czar to Billionaire Echo Chamber

David Sacks' White House adventure as AI czar? Over. Now he's herding billionaire egos on an advisory council that might — just might — matter.

4 min read 5 days, 19 hours ago
Line graph of H100 GPU rental prices spiking upward from late 2025
AI Hardware

H100s Won't Die: Rental Prices Spike as AI's New Brain Drain Hits

Scroll through the latest GPU rental listings—H100s aren't cheapening; they're getting pricier. A four-year-old chip defies gravity, fueled by AI's insatiable hunger for reasoning power.

3 min read 5 days, 19 hours ago
Auckland skyline with AWS Bedrock logo and cross-region arrows to Sydney and Melbourne
AI Hardware

AWS Drops Bedrock in New Zealand – Cross-Region Smoke and Mirrors?

New Zealanders begged for local Bedrock. AWS delivers – kinda. It's cross-region inference, not true local power, keeping data in ANZ bounds.

3 min read 5 days, 19 hours ago
Workflow diagram showing RFT feedback loop on Amazon Bedrock with math dataset example
AI Hardware

Amazon Bedrock's RFT: Self-Teaching AI That Crushes Math Problems Overnight

Imagine feeding your AI a dozen math puzzles—and watching it outsmart calculators. Amazon Bedrock's new RFT does exactly that, ditching massive datasets for smart, self-driven learning.

3 min read 5 days, 19 hours ago
Gemini 3.1 Flash Live powering real-time voice coding demo in noisy environment
AI Hardware

Gemini 3.1 Flash Live: The Voice AI That Hears Your Hesitations

Ever yelled at your phone in a crowded bar, only for Siri to blank? Gemini 3.1 Flash Live just fixed that—for good. Google's latest audio beast turns chaotic chatter into smoothly smarts.

3 min read 5 days, 19 hours ago
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