🎯 W4A8 accuracy: only -1.4% vs FP16, via hardware calibration registers

GPUs aren't wrong. They were just never designed for this problem.

#CortexPod #AIChip #MultiAgentAI #InferenceASIC #APACAI #AIHardware #Semiconductor #EnterprisAI #AIArchitecture #DataSovereignty

Helikai's Micro AI Architecture: Building Enterprise-Grade AI Agents That Actually Work At the 66th IT Press Tour in January 2026, Helikai presented a compelling alternative to the "boil the ocean" approach that's dominated enterprise AI conversations. Instead of trying to build omniscie...

coderlegion.com/10658/helika... #MultiCloud #AI #AgenticAI #ITPT #MicroAI #EnterprisAI #RAG #MLOps #DevOps #AIAgents

Enterprises stuck in AI pilot hell, says Chatterbox Labs Interview: Security, not model performance, is what's stalling adoption

The AI pilot hell that enterprises face is a stark reminder of the challenges in scaling AI solutions. Security and governance are critical hurdles that need innovative solutions. #AIadoption #enterprisAI

The AI Revolution Has a File Problem — And Your Current Storage Can't Solve It Nasuni Chief Innovation Officer Jim Liddle discusses file storage requirements for the industry’s booming AI needs.

New Blog post: The #AI Revolution Has a File Problem — And Your Current Storage Can’t Solve It

#Nasuni @Nasuni #EnterprisAI

www.nasuni.com/blog/the-ai-...