The Agentic Substrate: Decoupling Reasoning, Routing, and Physical GroundingAbstractThe transition from Large Language Models (LLMs) to fully autonomous Large Reasoning Models (LRMs) is not merely a s

The landscape of autonomous systems is undergoing a dual shift: one toward hardening the internal alignment of models and the other toward specializing architectures for the physical environments they

Exploring the fundamental shifts in how agents maintain long-term coherence and decision-making logic without being tethered to the finite limits of a context window.

As we progress through 2026, AI agentic systems are fundamentally reshaping how we approach productivity and workflow management. These sophisticated systems go beyond simple task automation, offering

A deep dive into why pure Transformers are hitting a wall for autonomous agents and how Hybrid-Head architectures like TII's Falcon-H1 are breaking the bottleneck.