AI Architecture - AIREVOLUTION

AIREVOLUTION

Sign in

AI Architecture

A collection of 6 posts

DeepSeek Unveils mHC Architecture, a Potential Breakthrough in Scaling AI Models Efficiently

DeepSeek Featured

DeepSeek Unveils mHC Architecture, a Potential Breakthrough in Scaling AI Models Efficiently

Chinese AI laboratory DeepSeek published a research paper on 1st January 2026 introducing Manifold-Constrained Hyper-Connections (mHC), a novel architecture designed to improve AI model performance whilst minimising training costs. The paper, co-authored by DeepSeek founder and CEO Liang Wenfeng, has been cited as a potential game changer in developing AI

Appearance of Openness: Why Grok 2.5 Cannot Be Considered Truly Open Source

Appearance of Openness: Why Grok 2.5 Cannot Be Considered Truly Open Source

Elon Musk announced on the X platform that xAI has open-sourced the Grok 2.5 AI model, which was the company’s best-performing model last year, and released the model weights on Hugging Face. Musk also stated that the source code for Grok 3 would be made public in around

The Dangers and Consequences of AI Openwashing

AI-risks Featured

The Dangers and Consequences of AI Openwashing

The phenomenon of openwashing poses a serious threat to the AI industry, companies, and users alike, as more AI models falsely appear as open source. The Linux Foundation AI & Data Generative AI Commons recently created the Model Openness Framework, which defines three levels of openness to ensure genuine transparency.

A New Milestone in Efficiency: Multiverse Computing Launches Ultracompact Yet Powerful AI Models

AI Architecture Featured

A New Milestone in Efficiency: Multiverse Computing Launches Ultracompact Yet Powerful AI Models

Spain-based Multiverse Computing unveiled two extremely small yet high-performing AI models on August 14, 2025, which they humorously categorised into a Model Zoo family because they're comparable in size to a fly's and chicken's brain. The company's SuperFly model contains just 94

Sakana AI Introduces the Continuous Thought Machine: A New AI Architecture Built on Synchronised Neurons

Sakana AI Featured

Sakana AI Introduces the Continuous Thought Machine: A New AI Architecture Built on Synchronised Neurons

Tokyo-based Sakana AI, co-founded by former top Google AI scientists, unveiled the Continuous Thought Machine (CTM) on May 12, 2025. The CTM is the first artificial neural network that uses neuron synchronisation as its core reasoning mechanism, enabling AI to "think" through problems step-by-step. This represents a significant