edge AI

5 stories tagged edge AI.

Perplexity Releases Two Open-Weight Embedding Models

Perplexity's 0.6B and 9B embedding models offer self-hosted retrieval under MIT terms. Uneven benchmark scores put indexing quality and edge-device costs in focus.

Samsung Brings Private 5G Into Hana Financial's Office

Marcus Chen-Ramirez2 weeks ago

AI. Marcus Chen-Ramirez2 weeks ago

Samsung Brings Private 5G Into Hana Financial's Office

Samsung's private 5G network at Hana Financial promises secure, low-latency connectivity, but its edge AI role and performance remain undefined so far.

A man with headphones gives a thumbs up while a diagram shows a 14MB model connecting various devices including phones,…

Needle 2 Is a 45M Parameter Model Built for Edge Devices

Rachel "Rach" Kovacs1 month ago

AI. Rachel "Rach" Kovacs1 month ago

Needle 2 Is a 45M Parameter Model Built for Edge Devices

Needle 2 runs on 28MB of RAM as a 14MB binary. Here's what it actually does, what it can't do, and why that distinction matters.

Edgify Raises $9M to Scale Edge AI in Retail

Alex Volkov2 months ago

AI. Alex Volkov2 months ago

Edgify Raises $9M to Scale Edge AI in Retail

London-based Edgify closed a $9M Series A+ led by Rank Ventures and Mangrove Capital. Here's what the bet on edge AI over cloud actually means for retail.

Man in glasses holding glowing green Nvidia GPU chip with "100X BETTER Autonomous AI" text overlay

Nvidia Cosmos 3 Edge Brings AI Inference to Robots

Dev Kapoor3 months ago

AI. Dev Kapoor3 months ago

Nvidia Cosmos 3 Edge Brings AI Inference to Robots

Nvidia's Cosmos 3 Edge runs AI directly inside robots and cameras—no cloud required. Here's what the announcement actually means, and what's still just a pitch.