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52 total
Agent-as-a-Judge New
An evaluation approach that uses a full agentic system to judge another …
Glossary
Added 6 Jul
·
Upd 6 Jul
·2 min
Agentic Context Engineering (ACE) New
A self-improvement method where an agent curates its own context as a …
Glossary
Added 6 Jul
·
Upd 6 Jul
·2 min
DeepSeek Sparse Attention (DSA) New
A trainable sparse-attention mechanism that scores query-key relevance …
Glossary
Added 6 Jul
·
Upd 6 Jul
·2 min
Deliberative Alignment New
A safety-training method where a model explicitly recalls and reasons …
Glossary
Added 6 Jul
·
Upd 6 Jul
·2 min
Diffusion Language Model (dLLM) New
A non-autoregressive approach to text generation that produces tokens by …
Glossary
Added 6 Jul
·
Upd 6 Jul
·3 min
GraphRAG Variants (LazyGraphRAG, LightRAG) New
A family of cheaper alternatives to full GraphRAG that cut the cost of …
Glossary
Added 6 Jul
·
Upd 6 Jul
·3 min
Latent Reasoning (Chain of Continuous Thought) New
Reasoning performed in a continuous latent space instead of by emitting …
Glossary
Added 6 Jul
·
Upd 6 Jul
·2 min
Microscaling (MX) Formats New
A family of block-scaled low-precision numeric formats standardized by …
Glossary
Added 6 Jul
·
Upd 6 Jul
·2 min
Multi-Head Latent Attention (MLA) New
An attention mechanism that compresses the key-value cache into a …
Glossary
Added 6 Jul
·
Upd 6 Jul
·2 min
Recursive Self-Aggregation (RSA) New
A test-time scaling method that keeps a population of candidate …
Glossary
Added 6 Jul
·
Upd 6 Jul
·3 min
Test-Time Training (TTT) New
A class of layers whose hidden state is itself a small model updated by …
Glossary
Added 6 Jul
·
Upd 6 Jul
·2 min
Titans (Learning to Memorize at Test Time) New
A neural architecture with a long-term memory module that updates its …
Glossary
Added 6 Jul
·
Upd 6 Jul
·2 min
Trajectory Evaluation New
Scoring the full path an agent takes, including tool calls and …
Glossary
Added 6 Jul
·
Upd 6 Jul
·2 min
World Model New
A model that learns an internal, predictive representation of how an …
Glossary
Added 6 Jul
·
Upd 6 Jul
·3 min
Agentic RAG
Retrieval-Augmented Generation systems in which the language model …
Glossary
Added 8 May
·
Upd 30 May
·5 min
Agentic Workflow Patterns
From Simple Chains to Complex Orchestration
Patterns
Added 24 Mar
·
Upd 30 May
·5 min
AI Audio Analysis
Multi-Track Selection and Quality Enhancement
Solutions
Added 24 Mar
·
Upd 30 May
·3 min
AI for Clinical Data Analysis
Practical AI applications for clinical data analysis: extracting …
Solutions
Added 24 Mar
·
Upd 30 May
·3 min
AI for Environmental Monitoring and Compliance
Air and water quality monitoring, pollution detection, compliance …
Solutions
Added 24 Mar
·
Upd 30 May
·3 min
AI for Financial Compliance Automation
KYC/AML screening, transaction monitoring, regulatory reporting, and …
Solutions
Added 24 Mar
·
Upd 30 May
·3 min
AI for Insurance Claims Processing
Automated claims intake, fraud detection, and document extraction for …
Solutions
Added 24 Mar
·
Upd 30 May
·3 min
AI for Medical Imaging Analysis
Radiology assistance, pathology screening, imaging quality assessment, …
Solutions
Added 24 Mar
·
Upd 30 May
·3 min
AI for Power Grid Optimization
Load balancing, renewable energy integration, demand forecasting, and …
Solutions
Added 24 Mar
·
Upd 30 May
·3 min
AI for Satellite Data and Geospatial Intelligence
Using multi-agent AI systems to query and analyze satellite imagery and …
Solutions
Added 24 Mar
·
Upd 30 May
·3 min
AI for Supply Chain Optimization
AI applications in supply chain: demand forecasting, inventory …
Solutions
Added 24 Mar
·
Upd 30 May
·3 min
AI Fraud Detection for Financial Services
Real-time transaction scoring, anomaly detection, behavioral biometrics, …
Solutions
Added 24 Mar
·
Upd 30 May
·3 min
AI Governance Patterns for Enterprise
Model cards, decision logging, bias detection, approval workflows, audit …
Patterns
Added 24 Mar
·
Upd 30 May
·3 min
AI Predictive Maintenance for Energy Infrastructure
Sensor data analysis, failure prediction, maintenance scheduling, and …
Solutions
Added 24 Mar
·
Upd 30 May
·3 min
AI Quality Control in Manufacturing
How computer vision AI enables automated visual inspection in …
Solutions
Added 24 Mar
·
Upd 30 May
·3 min
AI Video Editing Automation for Broadcasters
How AI automates the most time-consuming parts of broadcast video …
Solutions
Added 24 Mar
·
Upd 30 May
·3 min
Amazon Bedrock AgentCore
Serverless AI Agent Hosting
Tools
Added 25 Mar
·
Upd 30 May
·3 min
Amazon SageMaker
Custom ML Model Training and Deployment
Tools
Added 24 Mar
·
Upd 30 May
·3 min
Async Job Queues
A Production Pattern for AI Applications
Guides
Added 28 May
·
Upd 30 May
·11 min
Building an AI Video Pipeline on AWS
Architecture guide for an end-to-end AI video pipeline: S3 ingest, …
Solutions
Added 24 Mar
·
Upd 30 May
·4 min
Building RAG Systems
A Step-by-Step Guide
Guides
Added 24 Mar
·
Upd 14 Jun
·7 min
Case Pattern: AI Video Processing Pipeline for a National Broadcaster
Architecture and lessons from building a production AI pipeline that …
Case Patterns
Added 24 Mar
·
Upd 30 May
·3 min
Case Pattern: Automated Content Generation for a News Agency
How a news agency automated structured report generation from data feeds …
Case Patterns
Added 24 Mar
·
Upd 30 May
·3 min
Case Pattern: Building a Geospatial AI Platform from Public Data
How a team built a geospatial intelligence platform combining satellite …
Case Patterns
Added 24 Mar
·
Upd 30 May
·3 min
Case Pattern: Insurance Claims Modernization with AI
Architecture and lessons from modernizing an insurance claims processing …
Case Patterns
Added 24 Mar
·
Upd 30 May
·3 min
Case Pattern: Multi-Track Audio Analysis for Film Production
Architecture for an AI system that processes multi-track audio from film …
Case Patterns
Added 24 Mar
·
Upd 30 May
·3 min
CI/CD for AI Projects
A Complete Pipeline Guide
Guides
Added 25 Mar
·
Upd 30 May
·5 min
Direct Preference Optimization (DPO)
An alignment method that fine-tunes language models directly on …
Glossary
Added 8 May
·
Upd 30 May
·6 min
Event Sourcing and CQRS for AI Pipelines
Using event-driven architecture patterns for AI data pipelines: …
Patterns
Added 25 Mar
·
Upd 30 May
·5 min
GIS and AI Architecture on AWS
How to combine geospatial data processing (GeoPandas, Shapely, satellite …
Solutions
Added 24 Mar
·
Upd 30 May
·4 min
Hybrid Cloud AI Video Pipeline with Amazon FSx for NetApp ONTAP
How to build an AI video processing pipeline that spans on-premises …
Solutions
Added 26 Mar
·
Upd 30 May
·5 min
LLM-as-a-Judge
Using a language model as an automated evaluator of another model's …
Glossary
Added 8 May
·
Upd 30 May
·5 min
Microservices Architecture for AI Systems
How to decompose AI systems into independent services with clear …
Patterns
Added 25 Mar
·
Upd 30 May
·4 min
Mixture of Experts (MoE)
A neural network architecture in which only a small subset of parameters …
Glossary
Added 8 May
·
Upd 30 May
·5 min
RAG Implementation Patterns
Retrieval Augmented Generation in Practice
Patterns
Added 24 Mar
·
Upd 30 May
·4 min
Reasoning Models
Language models post-trained to allocate substantial inference-time …
Glossary
Added 8 May
·
Upd 30 May
·6 min
Strangler Fig Pattern for AI Migration
How to gradually replace manual processes and legacy rule-based systems …
Patterns
Added 25 Mar
·
Upd 30 May
·7 min
Twelve-Factor AI
Applying 12-Factor App Principles to AI Systems
Guides
Added 25 Mar
·
Upd 30 May
·9 min
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