#cognitive architecture
1554 related articles
·3 min
The Bayesian Brain of AI Agents: Dissecting the Cognitive Architecture Design for Autonomous Agents
Exploring how autonomous AI agents can build reliable cognitive architectures through Bayesian reasoning—from Gauguin's goal-setting to Descartes' self-verification to Bayes' belief updating.
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·3 min
ACAI Architecture Explained: How Modular Cognitive Pipelines Solve LLM Hallucination and Context Corruption
Deep dive into the ACAI (Adaptive Cognitive AI) modular architecture that solves LLM hallucination and context window rot through layered cognitive pipelines, semantic memory graphs, and logical verification.
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·2 min
Munder Difflin: A Multi-Agent Framework for Running a Virtual Office with AI Clones
Munder Difflin is an open-source multi-agent framework that lets users build a virtual office with AI clones. This article explores its Agent Harness architecture, role-based collaboration, and real-world challenges.
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·2 min
GPT Image 2 Hands-On: Turning Global Cities into Miniature Models with One Click
Hands-on test of GPT Image 2's miniature model generation, showing how to transform real city photos into realistic tilt-shift effects with key techniques and practical applications.
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·4 min
Introduction to Large Language Models: Your First Lesson from Principles to Security Practice
A foundational LLM course for security professionals covering Token probability prediction, hallucination causes, and China's open-source models to build cognitive foundations for AI-powered attack-and-defense exercises.
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·3 min
Getting Started with Claude Code: A Complete Tutorial for the Terminal-Native AI Programming Assistant
Complete guide to Claude Code setup, multi-model switching, code generation, and project refactoring. Master this terminal-native AI coding tool for efficient command-line development.
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·5 min
AI + Skill Reshaping Testing: Hands-On Interface Automation Without Writing Code
Learn how to achieve zero-code API automation testing with AI + Skill methodology, covering environment setup, packet capture, test case generation, and AI capability boundaries.
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·4 min
Learn All the Math for Machine Learning at Zero Cost: A Complete Khan Academy Roadmap
A free ML math learning roadmap based on Khan Academy videos, covering linear algebra, calculus, and probability across nine stages with clear must-learn, optional, and skippable content labels.
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·5 min
LLM Reasoning Chains Stolen: Deep Dive into Architecture-Level Vulnerabilities Across Three Major AI Providers
Deep analysis of a security paper revealing architecture-level vulnerabilities in Anthropic, OpenAI, and Google's encrypted reasoning chains, covering decryption jailbreak attacks, distillation theft, privacy leaks, and Agent prompt injection.
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·3 min
ThoughtDAG: Reimagining LLM Conversation Context Management with DAG Graph Structures
ThoughtDAG replaces linear LLM conversations with editable directed acyclic graphs (DAGs), enabling branching, pruning, and merging of context for better AI interactions.
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·3 min
Switching from Humanities to Computational Linguistics: Is a CompLing Degree Worth It for Policy Backgrounds?
Is a CompLing master's worth it for political science and public policy backgrounds? Analysis of AI governance careers, technical barriers, and ROI for humanities switchers.
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·4 min
Codex in Practice: A Complete Path for Ordinary People to Monetize Side Projects with AI Programming
A complete guide on using Codex and AI programming tools to build monetizable products from scratch, covering the 5-stage AI user model, four monetization paths, and Vibe Coding methodology.
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·2 min
Asakiri Studio: A Detailed Look at the Open-Source, Local-First Language Course Creation Tool
Asakiri Studio is a free, open-source, local-first language course creation platform enabling teachers and creators to build courses combining textbook depth with interactive exercises.
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·2 min
AI Boosts Homework Scores by 18% but Tanks Exam Performance by 20%: The Cost of False Efficiency
Research shows students using AI score 18% higher on homework but 20% lower on closed-book exams. This article analyzes how AI creates a 'grade illusion' and erodes real learning ability.
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·2 min
Muse: A Local AI-Powered Visual Bookmark Manager for Mac — $29 One-Time Purchase, No Subscription
Muse is a Mac AI visual bookmark manager that collects images, screenshots, links & videos with on-device AI auto-tagging, local storage for privacy, and a $29 one-time purchase with 30-day free trial.
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·3 min
Beyond Vibe Coding: Building Reliable AI Programming Workflows
Explore the pitfalls of Vibe Coding and learn how to build reliable AI programming workflows through test-driven development, code review, and requirement specification.
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·4 min
Five Stages of Agent Evolution: From Model Calls to DeepAgents — A Deep Dive
A detailed breakdown of five evolutionary stages of AI agent development, from simple API calls to DeepAgents multi-agent architecture, helping developers understand the full progression and make informed choices.
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·2 min
LangChain Beginner's Guide: Why Large Language Models Need This Framework
Learn why LLMs need LangChain: solving knowledge cutoffs, business data integration, and session state management. Understand LangChain and LangGraph's evolving relationship.
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·3 min
How to Draw CNN Neural Network Architecture Diagrams? A Complete Guide to Tools and Methods
A systematic guide to drawing professional CNN architecture diagrams using mainstream tools like NN-SVG, PlotNeuralNet, Netron, and torchviz for papers and projects.
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·4 min
How Theo Rewrote His AGENTS.md to Double AI Coding Efficiency
T3 founder Theo shares how rewriting AGENTS.md and Skills configs doubled his AI coding output, covering trigger design, contrastive examples, and behavioral auditing.
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