Programmer.ie: Modern AI programming

A site about AI programming

Home
AI
Finance
Programming
Lists
About

AI Memory Systems

Delta Memory: Cargo-Culting Human Memory with Search
Cognitive Graphs: A General Architecture for Replayable Reasoning

Recent Posts

The State Optimized the Dashboard and Lost the Citizen
The Moment: Intelligence beyond context
The Asset‑Price State: How the U.S. Fiscal Machine Now Depends on Rising Markets
The AI Application Gap: Why Capability Is Not Deployment
Warranted Search: When AI Must Prove Before It Looks
Thinking in Primitives: Why AI Reasoning Should Learn to Point
AI and the End of Easy Growth
Delta Memory: Cargo-Culting Human Memory with Search
Codex Manager: Building a Prompt-State Runtime for Hackathon-Grade Code Optimization
Cognitive Graphs: A General Architecture for Replayable Reasoning
AI as an Amplifier, Not a Utility
🎂 CAKE: Cognitive Amplification Knowledge Engine
The Answering Machine Effect
Beyond Hallucination Energy: A Three-Dimensional Framework for Reliable AI Outputs
Living Against Parkinson’s: A Practical Guide to Fighting Back
The Silent Reset: Currency Devaluation and the Extension of the Debt Cycle
The Eye That Sees
Canada: When Interest Meets Reliable Revenue
From Fuel Protests to Fiscal Risk: What’s Really Happening in Ireland
Real Problems. AI Solutions.
A Memory Gate for AI: Policy-Bounded Acceptance in the Executable Cognitive Kernel
Intelligence Through Execution: The Executable Cognitive Kernel
The “Negative Contrast Trap”: Why AI Writing Overuses “Not X, But Y”
Applied Policy: How to incorporate Policy and Hallucination in self-improving system
Hallucination Energy: A Geometric Foundation for Policy-Bounded AI

Categories

Tags

Ablation Study Absorbing Knowledge ACL-Verbatim Adaptive Agents Adaptive AI Adaptive AI Pipelines Adaptive AI Systems Adaptive Reasoning Adaptive Reasoning Depth Adaptive Runtime Systems Advantage-Weighted Learning Advantage-Weighted Regression Adversarial Evaluation Adversarial Validation Agent Agent Architecture Agent Collaboration Agent Memory Agent Orchestration Agent Swarms Agent-Based Training Loops Agentic Systems Agentic Tree Search Agentic Tree Search AI AI Adoption AI Agents AI Amplification AI and Society AI Application Gap AI Architecture AI Art AI as an Amplifier AI Audit Layer AI Backlash AI Capex AI Co-Scientist AI Coding AI Compression AI Debugging AI Detection AI Distillation AI Distrust AI Economics AI Economy AI Engineering AI Evolution AI Future AI Hallucination AI Image Critique AI Infrastructure AI Memory Systems AI Model Evolution AI Observability AI Orchestration Ai Paper Walkthrough AI Pipelines AI Productivity AI Prototyping AI Provenance AI Reasoning AI Reasoning Framework AI Reasoning Systems AI Reliability AI Research Systems AI Safety AI Scalability AI Self-Evaluation AI Self-Improvement AI System Design AI Systems Design AI Training AI vs Human AI Writing AI Writing Systems AI-Assisted Health AI-Assisted Research Alignment via Embeddings Answering Machine Effect Anthropic Append-Only Logs Arena Competition ARM Artificial Intelligence Arxiv Asset Inflation Asset Prices Asset-Holder Enrichment Asset-Price State Associative Memory Assumption Testing Asymmetric Incidence Attribution Attribution Hallucination Auditable Reasoning Auditable Search Authenticity Crisis Autogptq Automated Research Agents Autonomous Intelligence Autonomous Research Agents Autonomous Retraining Autoround Belief Cartridges Betti Numbers Big Tech Bitsandbytes Blossom Engine Bond Yields Bond-Market Confidence Calibration Canada Economy Canada Housing Capability Systems Capability vs Deployment Capacity Constraints Capacity Growth Capital Gains Capital Inflows Capital per Worker Cargo Cult Cognition Cartridges Case-Based Reasoning Causal Modeling CBR Chain of Rubrics Chain of Thought Chronic Illness Citation Verification CiteVQA Citizen Balance Sheet Citizen Solvency Citizen Solvency Model Civilizational Systems Claim Verification Claim-Driven Search Claude Code CLIP CMHC Co-Ai Framework Code Generation Codex Cognitive Amplification Cognitive Architecture Cognitive Architectures Cognitive Garden Cognitive Graph Cognitive Heartbeat Cognitive Patterns Cognitive Planning Cognitive Runtime Cognitive Search Cognitive State Engineering Cognitive Surgery Command Line Common Sense Reasoning Confidence Tracking Consistency Score Constitutional Reasoning Construction Throughput Content Explosion Content-Addressable Cognition Context Engineering Context Sensitivity Context-Filtered Reasoning Contradiction Detector Contrastive Learning Controlled Reasoning Coq Corporate Tax Ireland Corporation Tax Concentration Cost of Living CoT CoT Encyclopedia Cot vs Debate Critical Thinking Cross-Domain Reasoning Transfer Cross-Modal Analysis CSO Data Curriculum Learning Cycle Detection Dashboard Dashboard Growth Dashboard State Debt Cycle Debt Legitimacy Debt Rollover Debt Sustainability Debt-Service Burden Debugging Decentralization Decision Frameworks Decision Lineage Deep Learning Deep Learning Deployment Deep Learning Limitations Delta Field Delta Memory Dependency vs Independence Deterministic Gating Deterministic Replay Developer Productivity Developer Tools Digital Biomarkers Dimension-Wise Evaluation Dimensional Scoring Distributed AI Systems Document Embedding Strategies Document Profiling Document Scoring Dollar System Domain Classification Domestic Productive Capacity DPO DQN DSPy Dual-Pass Scoring Dynamic Causal Model Dynamic Chunking Dynamic Model Loading Dynamic Reasoning Dynamic Scoring EBT Scoring Economic Constraint Economic Measurement Economic Signals EDGAR Edge AI Editing Electricity Economy Embedding Alignment Embedding Comparison Embedding Compatibility Embedding Protocol Design Embedding Subspaces Embedding-Based Reasoning Embedding-Based Training Embedding-Based Tuning Energy-Based Models Enterprise AI Entity Recognition Entrant Exclusion Epistemic Architecture Epistemic Engines Epistemic Fields Epistemic Memory Epistemic Quality Epistemic Scaffolding Epistemic State Eurozone Constraint Evaluation Frameworks Event Sourcing Event-Sourced Cognition Evidence Engine Evidence Memory Evidence Quicksand Evidence-Based AI Evidence-Based Reasoning Evidence-Bound Synthesis Evidential Reasoning Executable Cognition Executable Cognitive Kernel Executable Search Execution Traces Experience Compiler Explainable AI Explainable Analysis External Constraint Extractive QA Extractive Transfer Extrinsic Hallucination Failure Taxonomy False Acceptance Rate Falsification Family Formation FastAPI Feature Extraction Feature Importance Federal Revenue Federal-Provincial Dynamics Feedback Loops Feedback Loops in AI FFmpeg Filmstrip Fin-R1 Finance Financial Repression Fine-Tuning Fiscal Constraint Fiscal Policy Formal Verification Format Selection Fp16 Fuel Protests Functional Intelligence Functions Future Citizen Balance Sheet Future of Work GAP Component GDP per Capita General Reasoner Geometric Machine Learning GILD Integration GILD Training GNI vs GDP Goal-Based Learning Goal-Conditioned Evaluation Goal-Conditioned Scoring Goal-Driven AI Goodhart’s Law Graph of Thoughts Graph-Based Memory Graph-Based Reasoning GrepSeek Grounded Verification GRPO GSM8K H-Net Chunking Hackathon Hallucination Energy Hallucination Mitigation Hallucination Reduction HaluEval Hash-Verified State Haystack Health Systems Hierarchical Cognition Hierarchical JEPA Hierarchical Memory Hierarchical Memory Systems Hierarchical Reasoning High-Trust AI Systems House-Price-to-Income Household Debt Household Formation Household Fragility Housing Access Housing Completions Housing Crisis Housing Supply HRM HRM Architecture Hugging Face Human Agency Human Value Human-AI Collaboration Human-AI Interaction Hybrid AI Systems Hydra Config ICL Scaffolding ICL Training Pipelines IFAC Image Generation Image Understanding In-Context Learning Inference Speed Inflation Infrastructure Capacity Inspectable AI Inspectable Models Int4 Int8 Intelligent Grep Intelligent Retraining Interest Burden Interest Rate Shock Interest Rates Interest vs Revenue Interest-to-Revenue Intergenerational Burden Intrinsic Hallucination Ireland Economy Irish Fiscal Policy Irish Housing Iterative Analysis Jitter Knowledge Distillation Knowledge Graph Knowledge Graphs Knowledge Ingestion Knowledge Management Knowledge Measurement Knowledge Scoring Large Language Models Latent Variables Lean Leanstral Learning-From-Learning Least-Privilege AI LeCun Architecture Legacy Debt Lightweight AI Litellm Llama Factory Llama-Factory Quantization Llm LLM Agents LLM Alignment LLM Arbitration LLM Evaluation LLM Governance LLM Judgement LLM Pipeline LLM Supervision LLM Validation LLMs Logistic Regression Logits Long-Term AI Memory LoRD Distillation Low-Resource LLMs Machine Learning Macro Economics Macroeconomic Analysis Macroeconomic Modeling Managed Continuity MARS Master–pupil Architecture Measurement Measurement Crisis Memento Paper Memory Attribution Memory Composition Memory Diffing Memory Drift Memory Governance Memory Graph Memory Health Evaluation Memory Provenance Meta-Agents Meta-Learning Meta-Prompting Meta-Reasoning Metacognition in AI Metacognitive Awareness Mirror Machine Model Alignment Model Comparison Model Compression Model Development Model Distillation Model Head Specialization Model Interpretability Model Monitoring Model Optimization Model Switching Model Tuning Engines Model Validation Modified Domestic Demand Modular Embeddings Modular Scoring Moment Replay Monetary Policy Monotone Calibration Movie Generation MR.Q MRQ MRQ Evaluation MRQ Feedback Loops MRQ Models MRQ Scoring Multi-Agent Systems Multi-Axis Evaluation Multi-Dimensional Scoring Multi-Model Reasoning Multi-Stage Reasoning Multidimensional Scoring Multimedia Multimodal AI Multimodal Representation Multinational Concentration Multistrategy Reasoning National Champions NER Retriever Nested Reasoning Loops Neural Networks Nexus Nlp NOVELSEEK Object Detection Object Tracking Objective Function Observable Cognition OECD Pillar Two Ollama OOD Detection Open Source AI OpenCV Opinion Orchestrator Ownership Access PACS Pairwise Evaluation PaperSearch Parkinsons Patient Support Pattern Detection Peft Per-Capita GDP Persistent Cognition Persistent Homology Perturbation Testing Pgvector Phos PHOS VPM Phōs PiHead Optimization Pipeline Learning Pipeline Optimization Pipeline Tuning Plan Traces PlanTrace Policy Constraints Policy Learning Policy Refinement Policy Simulation Policy Synthesis Policy Trade-Offs Policy-Based Evaluation Policy-Bounded AI Pollinator Agent Population Growth Population-Capacity Gap Pose Estimation Postgres PostgreSQL Predictive World Models Preference Learning Preference Modeling Primitive Decomposition Primitive Reasoning Privacy-Preserving Search Procedural Learning Procedural Reasoning Productive Transfer Productivity Productivity Gap Productivity Growth Projection Geometry Prompt Compiler Prompt Engineering Prompt Optimization Prompt Tuning Proof Assistants Proof Search Provenance Enforcement Public Capital Public Investment Public-Service Capacity Pupil Models Python Ai Pytorch Q-Learning With Embeddings Quantization Techniques Rag RAG Verification Raspberry Pi AI Real Growth Real Wage Power Reasoning Reasoning Failure Analysis Reasoning Geometry Reasoning Pathway Analysis Reasoning Provenance Reasoning Strategies Reasoning Systems Reasoning Trace Encoder Reasoning Traces Reasoning Verification Recurrent Reasoning Blocks Recursive Search Reference Gap Reference-Grounded AI Refinancing Risk Reflection Agents Reflective AI Regression Tuner Regressive Transfer Regularized Training Reinforcement Learning Reinforcement-Based Scoring Relevance Gap Reliable Revenue Rent Burden Repair Loops Replay vs Snapshot Equivalence Replayable Reasoning Reports Representation Learning Reproducibility Research Automation Research Filtering Retention Policy Retrieval Is Not Proof Revenue Concentration Revenue Quality Reversible Systems Reward Modeling Rhetoric RHLF RIVAL Framework RMSNorm Stability Routing Rubric Classification Rubric-Based Evaluation Rule-Based Reasoning Runtime Epistemics Runtime Intelligence Runtime Search Sae Savings Resilience Scenario Analysis Scientific Research SCM Scoped Search Scorable Score Convergence Scoring Pipelines Scoring Stack Search as Cognition Search Biasing Search Self-Play Search Topology Self-Improvement Self-Improvement Loop Self-Improving Agents Self-Improving AI Self-Improving AI Systems Self-Improving Systems Self-Learning Self-Referential AI Self-Reflective Agents Self-Supervised Learning Self-Tracking Self-Tuning AI Self-Tuning Loops Self-Tuning Systems Semantic Compression Semantic Drift Semantic Retrieval Semantic Vector Tuning Sensitivity Analysis Sensitivity Score Shared Canonical Metrics Sharpening SICQL SICQL Integration SICQL Models SIS Small Model Tuning SmartAnswer Smolagents Snapshot Verification Software Architecture Sovereign Debt SpaceX Span Extraction Spatial Intelligence Sqlite SSP Stable Diffusion State Capacity State Transition Systems Statistics Canada Stephanie Stephanie AI Stephanie Framework Stepwise Reasoning Stochastic Generation Stock Market Strategy Evolution Strategy Memory Strategy Refinement Strict Attributed Accuracy Structural Deficit Structured Prediction Structured Reasoning Structured Thinking Subconscious AI Systems Summarization Evaluation SVM Evaluation SVM Validation Symbolic AI Symbolic Control Symbolic Learning Symbolic Reasoning Symbolic Representation Symbolic Tuning Symptom Tracking Synthetic Content Synthetic Reasoning System Learning Systemic Risk Systems Analysis Systems Modeling Tax Receipts Tech Culture Technological Change Technology Test-Time Compute Text Theorem Proving Theorems Thinking AI Tiny Critic Tiny Recursion Model Tools Trace Learning Trading Tree-GRPO Trendslop Trustworthy AI Trustworthy RAG Uncertainty Uncertainty-Aware Reasoning Unsupervised Structure US Debt US Integration Valuation Pressure Value Capture Verbatim Evidence Verifiable AI Verification Verified Attribution Verifier Feedback Video Editing Video Processing Visual Policy Maps Visual Primitives Visual Proof of Mind Visual Reasoning Visual Thought Maps Visualization VPM VPM-ViT Warranted Search Wearables WebUI Whisper Why Graphs Wikipedia Policy Windfall Tax Revenue Worldview Modeling Writer Runtime Writing Tools Xgboost YOLO ZeroModel

Social

ernanhughes@gmail.com

© 2026 Programmer.ie: Modern AI programming.