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#multimodal AI

Abstract visualization of TRIBE v2 model aligning AI embeddings with glowing fMRI brain scans from video and audio stimuli
AI Hardware

Meta's TRIBE v2 Predicts fMRI Brain Responses from Videos, Podcasts, and Text – Zero-Shot on New Minds

Imagine feeding a video clip into an AI, and it spits out your exact brain activity. Meta's TRIBE v2 just did that across 1,117 hours of fMRI data from 720 subjects, zero-shot.

3 min read 4 days, 13 hours ago
Kimi K2.5 interface showing 100 agents collaborating on a marketplace app
AI Hardware

Moonshot's Kimi K2.5: 100 Agents Swarm to Slash AI Task Times 4.5x

Moonshot AI dropped Kimi K2.5 without fanfare, but its 100-agent swarm is already rewriting automation rules. Developers are buzzing—tasks that dragged now finish in a fraction of the time.

3 min read 1 week, 2 days ago
AI system parsing a complex brokerage statement with nested tables and charts
AI Hardware

Inside the Multimodal AI Pipelines Quietly Rewiring Finance's Document Hell

Picture a brokerage statement: nested tables, jargon-thick prose, layouts that laugh at old OCR. Multimodal AI just cracked it, and finance workflows will never be the same.

3 min read 1 week, 2 days ago
Diagram showing Google's unified Gecko embedding model handling text, images, video, audio, and PDFs in one vector space
AI Hardware

Google Dumps Five Embedders for One Multimodal Juggernaut—What It Means for Your Stack

Google just sunset five specialized embedding models, replacing them with a single multimodal beast. One API, one index: text to video, all in the same vector space.

3 min read 1 week, 4 days ago
Pipeline diagram showing text, image, and video streams merging into a unified AI model output
AI Hardware

Multimodal AI Goes Live: Why Production Pipelines Are the Real Bottleneck

A video clip feeds into an AI that cross-references product specs and customer tweets, spits out a sales script. Sounds slick. Productionizing it? That's the grind most ignore.

3 min read 1 week, 6 days ago
Phi-4-reasoning-vision-15B model benchmark charts showing efficiency gains
AI Hardware

Phi-4-Vision's 200 Billion Token Secret: Beating Giants on a Shoestring Budget

Trained on a mere 200 billion multimodal tokens—versus over a trillion for rivals—Microsoft's Phi-4-reasoning-vision-15B matches or beats much bigger models. It's proof that smarts, not scale, rule AI efficiency.

3 min read 2 weeks ago
Diagram of Mistral Small 4's 128-expert MoE architecture with active experts highlighted
AI Hardware

Mistral Small 4: The Jack-of-All-Trades AI That Might Master None

Everyone figured AI needed specialist models for chat, math, code, and pics. Mistral Small 4 says hold my beer: one fat MoE does it all. Deployment just got simpler. Or did it?

3 min read 2 weeks ago
Google Lens analyzing a photo of a stylish outfit with multiple search results overlaid
AI Hardware

Google's Fan-Out Trick: Why AI Now Searches Your Photos 12 Ways at Once

What if your phone could stare at a photo and launch a dozen searches before you blink? Google's latest AI does exactly that, turning one glance into a flood of answers.

4 min read 2 weeks ago
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