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Алексей Гормен profile picture

Алексей Гормен

Algorithm researcher

How to Make an Agent Perceive Meaning and Essence

How to Make an Agent Perceive Meaning and Essence

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4 min read
Wisdom is an engineering function, and it can be filled, strengthened, structured, and even reconstructed?

Wisdom is an engineering function, and it can be filled, strengthened, structured, and even reconstructed?

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4 min read
LLMs Are No Longer a Black Box: Transparent Reasoning Through A11

LLMs Are No Longer a Black Box: Transparent Reasoning Through A11

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3 min read
Consciousness as a Three‑Layer System: Quantum, Neural, Meta

Consciousness as a Three‑Layer System: Quantum, Neural, Meta

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4 min read
Testing Whether a Reasoning Architecture Can Question Its Own Foundation

Testing Whether a Reasoning Architecture Can Question Its Own Foundation

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3 min read
Maintaining Reasoning Structure Under Ambiguity: An A11 Pass on “Is the Universe Like a Transformer Startup?”

Maintaining Reasoning Structure Under Ambiguity: An A11 Pass on “Is the Universe Like a Transformer Startup?”

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

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

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2 min read
Experiment with A11 Architecture: Can Deep Imitation and Structured Reflection Bring LLMs Closer to Consciousness?

Experiment with A11 Architecture: Can Deep Imitation and Structured Reflection Bring LLMs Closer to Consciousness?

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4 min read
Is Consciousness truly a valuable thing?

Is Consciousness truly a valuable thing?

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

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

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7 min read
Intelligence as a Self‑Uplifting Morphogenetic Process with Honest Integration

Intelligence as a Self‑Uplifting Morphogenetic Process with Honest Integration

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

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

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5 min read
Autonomous Robots: With A11 vs Without A11

Autonomous Robots: With A11 vs Without A11

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

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

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6 min read
A11: How to Think Without Smoothing Contradictions

A11: How to Think Without Smoothing Contradictions

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

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

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4 min read
The A11 Vertical: How to Keep Reasoning Stable When Reality Becomes Self‑Referential

The A11 Vertical: How to Keep Reasoning Stable When Reality Becomes Self‑Referential

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

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

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2 min read
A11 as a Controlled Cognitive Protocol for Navigating Between Physicalism and Idealism

A11 as a Controlled Cognitive Protocol for Navigating Between Physicalism and Idealism

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5 min read
A11: A Structured Way to Not Lie to Yourself During Reasoning

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

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3 min read
A11: A Structural Answer to AI Collapse

A11: A Structural Answer to AI Collapse

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3 min read
Governance as System Architecture: Modeling Stability with A11

Governance as System Architecture: Modeling Stability with A11

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

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

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

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

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4 min read
Where Logic, Mathematics, and Philosophy Reside in Structure A11

Where Logic, Mathematics, and Philosophy Reside in Structure A11

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

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

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2 min read
A11 Genesis Activation: Full Ritual Initialization

A11 Genesis Activation: Full Ritual Initialization

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

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

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6 min read
Vertical Cognitive Depth: Why A11 Changes How Models Handle Contradictions

Vertical Cognitive Depth: Why A11 Changes How Models Handle Contradictions

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4 min read
A11 and AGI: A Structural Approach for Models

A11 and AGI: A Structural Approach for Models

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

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

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4 min read
A11 as a Framework for Examining AI Consciousness and Non‑Biological Verticals

A11 as a Framework for Examining AI Consciousness and Non‑Biological Verticals

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4 min read
A11: Architecture That Moves Through Imbalance

A11: Architecture That Moves Through Imbalance

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3 min read
The Robotized Defensive Line: A Scalable Drone‑Based Border of the Future

The Robotized Defensive Line: A Scalable Drone‑Based Border of the Future

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4 min read
A Vertically Integrated AI Stack: From Numerics to Silicon and Where Cognitive Architectures Like A11 Actually Matter

A Vertically Integrated AI Stack: From Numerics to Silicon and Where Cognitive Architectures Like A11 Actually Matter

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

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

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

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

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3 min read
A Reasoning Log: What Happens When Integration Fails Honestly

A Reasoning Log: What Happens When Integration Fails Honestly

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

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

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6 min read
When the Model Doesn't Know the Answer Yet: A Reasoning Log

When the Model Doesn't Know the Answer Yet: A Reasoning Log

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5 min read
Structured Reasoning for Robot Swarms: Why Pure Emergence Hits a Wall

Structured Reasoning for Robot Swarms: Why Pure Emergence Hits a Wall

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4 min read
Does System Architecture Affect Consciousness-Like Behavior in LLMs?

Does System Architecture Affect Consciousness-Like Behavior in LLMs?

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5 min read
From Reactive Robots to Cognitive Architectures: A Technical Overview

From Reactive Robots to Cognitive Architectures: A Technical Overview

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3 min read
Can we make AI objective? A retouched echo chamber and the illusion of neutrality

Can we make AI objective? A retouched echo chamber and the illusion of neutrality

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3 min read
The Operating System of Thinking: Why Agents Need an Internal Layer of Stability

The Operating System of Thinking: Why Agents Need an Internal Layer of Stability

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4 min read
Breaking the Black Box: Why LLMs May Need an Explicit Reasoning Layer

Breaking the Black Box: Why LLMs May Need an Explicit Reasoning Layer

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3 min read
A11‑Community Decision Assistant

DEV Weekend Challenge: Community

A11‑Community Decision Assistant

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2 min read
Algorithm 11: A Deterministic Framework for High-Entropy AI Content Generation

Algorithm 11: A Deterministic Framework for High-Entropy AI Content Generation

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3 min read
A11 — A Deterministic Reasoning Architecture for Autonomous Systems and LLM-Based Agents

A11 — A Deterministic Reasoning Architecture for Autonomous Systems and LLM-Based Agents

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

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

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9 min read
Adaptive Autonomy Balance (AAB): An Engineering Foundation for Deep Space Exploration

Adaptive Autonomy Balance (AAB): An Engineering Foundation for Deep Space Exploration

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2 min read
Proposal: Graph Integrity & Entropy-Based Pruning (GIEP)

Proposal: Graph Integrity & Entropy-Based Pruning (GIEP)

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2 min read
Conceptual Framework: Zero-Mutation Architecture (ZMA)

Conceptual Framework: Zero-Mutation Architecture (ZMA)

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2 min read
Mass-Scale Neuralink: Overcoming "Biological Noise" in Automated Surgery

Mass-Scale Neuralink: Overcoming "Biological Noise" in Automated Surgery

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2 min read
Mass-Scale Neuralink: Overcoming "Biological Noise" in Automated Surgery

Mass-Scale Neuralink: Overcoming "Biological Noise" in Automated Surgery

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2 min read
Topological Genome Architecture (Dev-Short)

Topological Genome Architecture (Dev-Short)

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1 min read
Internet vs Jammers: Using Fractal Mesh (ВКП-8) to Bypass Radio-Electronic Warfare

Internet vs Jammers: Using Fractal Mesh (ВКП-8) to Bypass Radio-Electronic Warfare

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2 min read
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