Semiconductor Engineering

Ultra-low-bit LLM Inference Allows AI-PC CPUs And Discrete Client GPUs To Approach High-end GPU-Level (Intel)

A new technical paper titled “Pushing the Envelope of LLM Inference on AI-PC and Intel GPUs” was published by researcher at ...
Communications of the ACMOpinion

From Model Training to Model Raising

A call to reform AI model-training paradigms from post hoc alignment to intrinsic, identity-based development.
WinBuzzer

AI: Memory Bottleneck Emerges as Main LLM Inference Challenge

Google researchers have revealed that memory and interconnect are the primary bottlenecks for LLM inference, not compute power, as memory bandwidth lags 4.7x behind.
Semiconductor Engineering

Balancing Training, Quantization, And Hardware Integration In NPUs

Evolving challenges and strategies in AI/ML model deployment and hardware optimization have a big impact on NPU architectures ...

MIT’s new ‘recursive’ framework lets LLMs process 10 million tokens without context rot

While standard models suffer from context rot as data grows, MIT’s new Recursive Language Model (RLM) framework treats ...

Why LLM-only pages aren’t the answer to AI search

Creating pages only machines will see won’t improve AI search visibility. Data shows standard SEO fundamentals still drive AI ...

DeepSeek’s Engram Conditional Memory Shows How to Reduce AI Compute Waste

DeepSeek's new Engram AI model separates recall from reasoning with hash-based memory in RAM, easing GPU pressure so teams ...
SDxCentral

DeepSeek looks to offload simple LLM tasks to save billions of parameters

Detailed in a recently published technical paper, the Chinese startup’s Engram concept offloads static knowledge (simple ...
Devdiscourse

Healthcare’s new gatekeeper is AI and the risks are just emerging

The evidence shows that, under controlled conditions, LLM judges can align closely with clinician judgments on concrete, ...

The Hidden AI Cost Few Leaders Track: How Typos Inflate Your LLM Spend

It sounds trivial, almost too silly to be a line item on a CFO’s dashboard. But in a usage-metered world, sloppy typing is a ...
Geeky Gadgets

The Next Chapter in AI, Fresh Architectures, an AGI Timeline, and a Move Past LLM Hype

What if the future of artificial intelligence isn’t just about building smarter systems but rethinking what intelligence itself means? In this walkthrough, Pourya Kordi shows how the latest ...