8 results for "canonical"
Canonical's approach to AI is refreshingly thoughtful-Microsoft should take note
With Ubuntu Linux 26.04, you decide how you want to use AI. What a novel idea.…
Quantifying Divergence in Inter-LLM Communication Through API Retrieval and Ranking
Large language models (LLMs) increasingly operate as autonomous agents that reason over external APIs to perform complex tasks. However, their reliability and agreement remain poorly characterized. We…
Epicure: Multidimensional Flavor Structure in Food Ingredient Embeddings
A chef's intuition about flavor, texture, and cultural identity represents tacit knowledge that is difficult to articulate yet central to culinary practice. We show that this knowledge is already enco…
Bugs Rust Won't Catch
In April 2026, Canonical disclosed 44 CVEs in uutils, the Rust reimplementation of GNU coreutil……
Ubuntu's "AI Kill Switch" Is Achieved By Removing Snaps, Initially Opt-In
Following yesterday's polarizing news of Canonical to begin shipping AI features in Ubuntu Linux over the course of the next year, Jon Seager as the VP of Engineering at Canonical has now provided som…
Show HN: I got tired of hand-syncing AI coding rules across four tools
One reliable canonical source for AI coding agent rules, commands, skills, MCP, hooks, and permissions — synced across AI coding assistants. - sampleXbro/agentsmesh…
Active Inference: A method for Phenotyping Agency in AI systems?
The proliferation of agentic artificial intelligence has outpaced the conceptual tools needed to characterize agency in computational systems. Prevailing definitions mainly rely on autonomy and goal-d…
PhysNote: Self-Knowledge Notes for Evolvable Physical Reasoning in Vision-Language Model
Vision-Language Models (VLMs) have demonstrated strong performance on textbook-style physics problems, yet they frequently fail when confronted with dynamic real-world scenarios that require temporal …