# Kapyn

> Kapyn is the calm intelligence layer for AI — AI/tech news distilled to 30-second dispatches, plus an auto-generated, source-grounded knowledge base that explains the concepts behind the news. Every explainer is generated from Kapyn's own news stream and cites its sources.

## AI concepts & techniques
- [AI Agents](https://kapyn.app/learn/agents): LLM systems that plan, call tools, and act over multiple steps toward a goal.
- [Mixture of Experts](https://kapyn.app/learn/mixture-of-experts): A model design that routes each input to a subset of specialised sub-networks for efficiency.
- [Model Context Protocol](https://kapyn.app/learn/mcp): An open standard for connecting AI assistants to external tools and data sources.
- [Retrieval-Augmented Generation](https://kapyn.app/learn/rag): A technique that grounds an LLM's answers in documents retrieved at query time, reducing hallucination.
- [Transformers](https://kapyn.app/learn/transformers): The neural-network architecture, built on attention, behind nearly all modern LLMs.
- [Prompt Engineering](https://kapyn.app/learn/prompt-engineering): The practice of crafting model inputs to reliably get the outputs you want.
- [Embeddings](https://kapyn.app/learn/embeddings): Numeric vector representations of text or data that let machines compare meaning by distance.
- [Quantization](https://kapyn.app/learn/quantization): Compressing a model's weights to lower precision so it runs faster and on less memory.
- [RLHF](https://kapyn.app/learn/rlhf): Reinforcement Learning from Human Feedback — tuning models to match human preferences.
- [Context Window](https://kapyn.app/learn/context-window): The maximum amount of text a model can consider at once when generating a response.
- [Diffusion Models](https://kapyn.app/learn/diffusion-models): Generative models that create images or audio by iteratively denoising random noise.
- [Vector Database](https://kapyn.app/learn/vector-database): A database built to store and search embeddings by similarity, the backbone of RAG systems.
- [Inference](https://kapyn.app/learn/inference): Running a trained model to produce outputs — the compute cost users actually pay at runtime.
- [Chain of Thought](https://kapyn.app/learn/chain-of-thought): Prompting a model to reason step by step, which improves accuracy on complex tasks.
- [Fine-Tuning](https://kapyn.app/learn/fine-tuning): Further training a pretrained model on a narrower dataset to specialise its behaviour.
- [India](https://kapyn.app/learn/india)
- [AI](https://kapyn.app/learn/ai)
- [Agentic AI](https://kapyn.app/learn/agentic-ai)
- [Google I/O](https://kapyn.app/learn/google-i-o)
- [ALS](https://kapyn.app/learn/als)
- [macOS](https://kapyn.app/learn/macos)
- [sovereign AI](https://kapyn.app/learn/sovereign-ai)
- [world models](https://kapyn.app/learn/world-models)
- [WebAssembly](https://kapyn.app/learn/webassembly)
- [G7](https://kapyn.app/learn/g7)
- [Casey Harrell](https://kapyn.app/learn/casey-harrell)
- [Google I/O 2026](https://kapyn.app/learn/google-i-o-2026)
- [DGX Spark](https://kapyn.app/learn/dgx-spark)
- [John Jumper](https://kapyn.app/learn/john-jumper)
- [Solana](https://kapyn.app/learn/solana)
- [Nature](https://kapyn.app/learn/nature)
- [Project Tapestry](https://kapyn.app/learn/project-tapestry)
- [AI Control Roadmap](https://kapyn.app/learn/ai-control-roadmap)
- [tool use](https://kapyn.app/learn/tool-use)
- [Keir Starmer](https://kapyn.app/learn/keir-starmer)
- [NVIDIA Jetson](https://kapyn.app/learn/nvidia-jetson)
- [RTX PCs](https://kapyn.app/learn/rtx-pcs)
- [WASM](https://kapyn.app/learn/wasm)
- [secret scanning](https://kapyn.app/learn/secret-scanning)
- [Andreas Kling](https://kapyn.app/learn/andreas-kling)
- [cellular aging](https://kapyn.app/learn/cellular-aging)
- [PQC Migration Levels](https://kapyn.app/learn/pqc-migration-levels)
- [LiveCodeBench v6](https://kapyn.app/learn/livecodebench-v6)
- [JetPack 7.2](https://kapyn.app/learn/jetpack-7-2)
- [COMPUTEX](https://kapyn.app/learn/computex)
- [Jetson Orin](https://kapyn.app/learn/jetson-orin)
- [GenAI](https://kapyn.app/learn/genai)
- [2FA](https://kapyn.app/learn/2fa)
- [GitHub Universe](https://kapyn.app/learn/github-universe)
- [agent framework](https://kapyn.app/learn/agent-framework)
- [Luau](https://kapyn.app/learn/luau)
- [agentic era](https://kapyn.app/learn/agentic-era)
- [AI language models](https://kapyn.app/learn/ai-language-models)
- [Kate Moussouris](https://kapyn.app/learn/kate-moussouris)
- [Reels](https://kapyn.app/learn/reels)
- [intelligent document processing](https://kapyn.app/learn/intelligent-document-processing)
- [UK](https://kapyn.app/learn/uk)
- [custom agents](https://kapyn.app/learn/custom-agents)
- [GTC Taipei](https://kapyn.app/learn/gtc-taipei)
- [LoRA](https://kapyn.app/learn/lora)
- [Elliot Bonneville](https://kapyn.app/learn/elliot-bonneville)
- [Mac Minis](https://kapyn.app/learn/mac-minis)
- [Armin Ronacher](https://kapyn.app/learn/armin-ronacher)
- [SearchLeak](https://kapyn.app/learn/searchleak)
- [Linus Torvalds](https://kapyn.app/learn/linus-torvalds)
- [open-source](https://kapyn.app/learn/open-source)
- [Steve Yegge](https://kapyn.app/learn/steve-yegge)
- [AdTech](https://kapyn.app/learn/adtech)
- [AI sovereignty](https://kapyn.app/learn/ai-sovereignty)
- [PEP 783](https://kapyn.app/learn/pep-783)
- [CC0-1.0](https://kapyn.app/learn/cc0-1-0)
- [Rust](https://kapyn.app/learn/rust)
- [agentic reinforcement learning](https://kapyn.app/learn/agentic-reinforcement-learning)
- [Linux](https://kapyn.app/learn/linux)
- [agent engineering](https://kapyn.app/learn/agent-engineering)
- [Addy Osmani](https://kapyn.app/learn/addy-osmani)
- [Lua](https://kapyn.app/learn/lua)
- [LSP](https://kapyn.app/learn/lsp)
- [AI companions](https://kapyn.app/learn/ai-companions)
- [MITRE](https://kapyn.app/learn/mitre)
- [AI Governance](https://kapyn.app/learn/ai-governance)
- [AI 1000](https://kapyn.app/learn/ai-1000)
- [digital employees](https://kapyn.app/learn/digital-employees)
- [AI research agents](https://kapyn.app/learn/ai-research-agents)
- [rare genetic diseases](https://kapyn.app/learn/rare-genetic-diseases)
- [Chi-kwan Chan](https://kapyn.app/learn/chi-kwan-chan)
- [pull request limits](https://kapyn.app/learn/pull-request-limits)
- [RTX PRO 6000 Blackwell](https://kapyn.app/learn/rtx-pro-6000-blackwell)
- [MCP server](https://kapyn.app/learn/mcp-server)
- [Netherlands](https://kapyn.app/learn/netherlands)
- [App Bubbles](https://kapyn.app/learn/app-bubbles)
- [AI coding agents](https://kapyn.app/learn/ai-coding-agents)
- [Gilbert Houngbo](https://kapyn.app/learn/gilbert-houngbo)
- [Yann LeCun](https://kapyn.app/learn/yann-lecun)
- [DeepSeek Sparse Attention](https://kapyn.app/learn/deepseek-sparse-attention)
- [Instantaneous PowerLoss Storm](https://kapyn.app/learn/instantaneous-powerloss-storm)
- [Elon Musk](https://kapyn.app/learn/elon-musk)
- [arXiv](https://kapyn.app/learn/arxiv)
- [MLX](https://kapyn.app/learn/mlx)
- [C#](https://kapyn.app/learn/c)
- [Free Music Archive](https://kapyn.app/learn/free-music-archive)
- [slash commands](https://kapyn.app/learn/slash-commands)
- [AppFunctions](https://kapyn.app/learn/appfunctions)
- [Wes McKinney](https://kapyn.app/learn/wes-mckinney)
- [South Korea](https://kapyn.app/learn/south-korea)
- [deepfake detection](https://kapyn.app/learn/deepfake-detection)
- [post-quantum cryptography](https://kapyn.app/learn/post-quantum-cryptography)
- [indium phosphide](https://kapyn.app/learn/indium-phosphide)
- [Artificial](https://kapyn.app/learn/artificial)
- [Apple Silicon](https://kapyn.app/learn/apple-silicon)
- [Sam Altman](https://kapyn.app/learn/sam-altman)
- [SME](https://kapyn.app/learn/sme)
- [DGX](https://kapyn.app/learn/dgx)
- [Continue On](https://kapyn.app/learn/continue-on)
- [worktrees](https://kapyn.app/learn/worktrees)
- [AI systems](https://kapyn.app/learn/ai-systems)
- [MIG](https://kapyn.app/learn/mig)
- [Swizec Teller](https://kapyn.app/learn/swizec-teller)
- [multi-agent](https://kapyn.app/learn/multi-agent)
- [user generated content](https://kapyn.app/learn/user-generated-content)
- [MoE LLMs](https://kapyn.app/learn/moe-llms)
- [web search](https://kapyn.app/learn/web-search)
- [Texas](https://kapyn.app/learn/texas)
- [Alex Reisner](https://kapyn.app/learn/alex-reisner)
- [solar geoengineering](https://kapyn.app/learn/solar-geoengineering)
- [language-guided motion](https://kapyn.app/learn/language-guided-motion)
- [GeForce RTX](https://kapyn.app/learn/geforce-rtx)
- [data centers](https://kapyn.app/learn/data-centers)
- [Windows](https://kapyn.app/learn/windows)
- [AI delegation](https://kapyn.app/learn/ai-delegation)
- [OpenTelemetry](https://kapyn.app/learn/opentelemetry)
- [container image caching](https://kapyn.app/learn/container-image-caching)
- [recommendation systems](https://kapyn.app/learn/recommendation-systems)
- [S3](https://kapyn.app/learn/s3)
- [NVIDIA Jetson Orin](https://kapyn.app/learn/nvidia-jetson-orin)
- [optical backbone](https://kapyn.app/learn/optical-backbone)
- [lasers](https://kapyn.app/learn/lasers)
- [image-to-video](https://kapyn.app/learn/image-to-video)
- [EU AI Act](https://kapyn.app/learn/eu-ai-act)
- [Deployment Simulation](https://kapyn.app/learn/deployment-simulation)
- [LifeSciBench](https://kapyn.app/learn/lifescibench)
- [FrontierSWE](https://kapyn.app/learn/frontierswe)
- [Alabama](https://kapyn.app/learn/alabama)
- [Async Inference](https://kapyn.app/learn/async-inference)
- [LLMs Corrupt Your Documents When You Delegate](https://kapyn.app/learn/llms-corrupt-your-documents-when-you-delegate)
- [autonomous agents](https://kapyn.app/learn/autonomous-agents)
- [Apache 2.0 license](https://kapyn.app/learn/apache-2-0-license)
- [Multi-Instance GPU](https://kapyn.app/learn/multi-instance-gpu)
- [robotics](https://kapyn.app/learn/robotics)
- [Aura glasses](https://kapyn.app/learn/aura-glasses)
- [Augmented World Expo](https://kapyn.app/learn/augmented-world-expo)
- [Modi](https://kapyn.app/learn/modi)
- [tokenmaxxing](https://kapyn.app/learn/tokenmaxxing)
- [amyotrophic lateral sclerosis](https://kapyn.app/learn/amyotrophic-lateral-sclerosis)
- [Georgi Gerganov](https://kapyn.app/learn/georgi-gerganov)
- [generative AI models](https://kapyn.app/learn/generative-ai-models)
- [text-to-video](https://kapyn.app/learn/text-to-video)
- [Dario Amodei](https://kapyn.app/learn/dario-amodei)
- [Snapdragon Reality Elite](https://kapyn.app/learn/snapdragon-reality-elite)
- [Einstein's theory of general relativity](https://kapyn.app/learn/einstein-s-theory-of-general-relativity)
- [3D motion forecasting](https://kapyn.app/learn/3d-motion-forecasting)
- [NVIDIA JetPack 7.2](https://kapyn.app/learn/nvidia-jetpack-7-2)
- [code generation](https://kapyn.app/learn/code-generation)
- [G7 Summit](https://kapyn.app/learn/g7-summit)
- [agent psychosis](https://kapyn.app/learn/agent-psychosis)
- [natural language](https://kapyn.app/learn/natural-language)
- [HTML](https://kapyn.app/learn/html)
- [SageMaker JumpStart](https://kapyn.app/learn/sagemaker-jumpstart)
- [EU Code of Practice on AI content transparency](https://kapyn.app/learn/eu-code-of-practice-on-ai-content-transparency)
- [XR](https://kapyn.app/learn/xr)
- [Android XR](https://kapyn.app/learn/android-xr)
- [Macron](https://kapyn.app/learn/macron)
- [personal AI agents](https://kapyn.app/learn/personal-ai-agents)
- [Web Component](https://kapyn.app/learn/web-component)
- [Attention Is All You Need](https://kapyn.app/learn/attention-is-all-you-need)
- [export controls](https://kapyn.app/learn/export-controls)
- [Dean Ball](https://kapyn.app/learn/dean-ball)
- [Inference Component](https://kapyn.app/learn/inference-component)
- [function calling](https://kapyn.app/learn/function-calling)
- [black hole simulations](https://kapyn.app/learn/black-hole-simulations)
- [benchmark](https://kapyn.app/learn/benchmark)
- [pull request](https://kapyn.app/learn/pull-request)
- [AI generation](https://kapyn.app/learn/ai-generation)
- [AI-generated code](https://kapyn.app/learn/ai-generated-code)
- [DPDP](https://kapyn.app/learn/dpdp)
- [SRE](https://kapyn.app/learn/sre)
- [drones](https://kapyn.app/learn/drones)
- [MLP](https://kapyn.app/learn/mlp)
- [Direct Preference Optimization](https://kapyn.app/learn/direct-preference-optimization)
- [NVIDIA RTX PCs](https://kapyn.app/learn/nvidia-rtx-pcs)
- [Street View](https://kapyn.app/learn/street-view)
- [SilverTorch](https://kapyn.app/learn/silvertorch)
- [PQC](https://kapyn.app/learn/pqc)
- [London Tech Week](https://kapyn.app/learn/london-tech-week)
- [Jensen Huang](https://kapyn.app/learn/jensen-huang)
- [Nvidia B200](https://kapyn.app/learn/nvidia-b200)
- [nn.Linear](https://kapyn.app/learn/nn-linear)
- [zero-knowledge proofs](https://kapyn.app/learn/zero-knowledge-proofs)
- [LOTUSLITE](https://kapyn.app/learn/lotuslite)
- [Friend Bubbles](https://kapyn.app/learn/friend-bubbles)

## Knowledge catalog (Open Knowledge Format)

Structured, agent-readable bundles in text/markdown with YAML frontmatter (OKF v0.1). Updated hourly.

- [Catalog index](https://kapyn.app/okf): bundle index — story counts, tool inventory, category breakdown
- [Today's stories](https://kapyn.app/okf/stories): full 48h news digest grouped by category
- [AI tools radar](https://kapyn.app/okf/tools): active AI tools, models, and entities tracked by Kapyn

## Key pages
- [Explore — the AI glossary](https://kapyn.app/explore): index of every concept explainer
- [Radar](https://kapyn.app/radar): AI tool & entity discovery
- [Kapyn](https://kapyn.app): the swipeable AI/tech news feed