📰 Dev.to · Алексей Гормен

A11 as a Reasoning Protocol: Why Structured Thinking Doesn’t Increase IQ but Improves Cognitive Output

Is Consciousness truly a valuable thing?

A11 vs Agentic Systems: How Vertical Integrity Solves the Core Failures of Modern AI Agents

Semantic Drift in LLMs: How Archetypal Attractors (Like “Goblin”) Emerge and How Structured Reflection Reduces Them

Autonomous Robots: With A11 vs Without A11

Structural Resilience in AI Agents: Holding the Irreducible Gap Between Generation and Execution

A11: Stable Reasoning Under Moral Paradox — A Full Vertical Pass Through “What Is Good and Evil?”

A11 as a Cognitive Layer for AI Code Generation: Eliminating Invisible Technical Debt

A11: A Structured Way to Not Lie to Yourself During Reasoning

Your AI Has Two Brains: Fast Pattern Mode and the A11 Deep Reasoning Engine

Transformer as an Incomplete Cognitive Architecture: What It Captures Well and What It Misses (A11 Perspective)

Where Logic, Mathematics, and Philosophy Reside in Structure A11

A11 as a Cognitive Layer for Autonomous Agents in Isolated Execution Environments

A11 Genesis Activation: Full Ritual Initialization

Vertical Cognitive Depth and Structured Reasoning: A Practical Hypothesis for Robust Behavior Beyond Training Data

A11: Full Vertical Reasoning Pass "Which came first the chicken or the egg?"

A11: Architecture That Moves Through Imbalance

The T-800 Doesn't Overthink. Neither Should Your LLM.

LLMs Don't Need More Reasoning. They Need Better Failure Detection.

A Reasoning Log: What Happens When Integration Fails Honestly

Why Scaling Models Is Hitting Its Limits And Why Architecture Matters More Now

I Built a Framework That Cuts AI Hallucinations in Half (Open Source)