# Khala Research

> Independent, long-form research on the protocols where AI meets crypto: AI models, robotics and life science, and the crypto networks building them. Each report covers the technology, the market, the economics and the risks, with sourced figures and original graphics.

Khala Research is the research brand behind khala.io. Reports are written by 0xSammy (https://x.com/0xSammy) and Jack Ai-Leung (https://x.com/haitzu). Every report has a Markdown copy at its URL plus ".md", with a citation line and all graphics as tables.

## Reports

- [Age of Machines: The Learning Problem](https://www.khala.io/age-of-machines-learning-problem-robot-training-data-physical-ai.md): Robots have well under 1% of the experience language models learned from. The training approaches labs are stacking, the vendors selling robot data by the hour, and the open networks building a different supply. (2026-10-16, Robotics, 36 min read)
- [Walrus: Solving the AI Memory Bottleneck](https://www.khala.io/walrus-solving-the-ai-agent-context-memory-bottleneck-verifiable-onchain-portable-programmable.md): Agents start blank every session because context dies when the session ends. Enterprises need stored context they can audit, port and verify without trusting the vendor. (2026-07-02, Software AI, 26 min read)
- [Bittensor: The Investment History](https://www.khala.io/bittensor-an-investment-history-from-genesis-to-dtao-tao-flow.md): Genesis $TAO mining, dTAO, 128 subnets and their alpha tokens, institutional funds and the pending spot ETF. (2026-06-11, Software AI, 19 min read)
- [XMAQUINA: Onchain Markets for Pre-IPO Robotics Equity](https://www.khala.io/xmaquina-onchain-market-pre-ipo-robotics-equity-spv-subdao-deus.md): Onchain secondary markets for private humanoid robotics equity: the DAO structure, verified positions and how they become tradable. (2026-05-20, Robotics, 28 min read)
- [Surf: A Data Platform for Crypto Intelligence](https://www.khala.io/surf-data-platform-onchain-social-prediction-crypto-ai-agent-intelligence.md): Onchain, social, market and prediction data through a single API. Product, capital efficiency and the competitive landscape. (2026-04-03, Software AI, 18 min read)
- [x402: Unlocking the Internet's Missing Payment Layer](https://www.khala.io/x402-completing-the-internets-missing-payment-layer-for-agentic-commerce.md): A capital allocator's guide to the HTTP payment protocol behind autonomous transactions. (2026-03-18, Software AI, 39 min read)
- [The Dawn of the Autonomous Software Factory](https://www.khala.io/openclaw-ecosystem-autonomous-software-factory.md): How OpenClaw is enabling a new generation of agents on the path to real economic value. (2026-02-26, Software AI, 19 min read)
- [Bittensor: The Intelligence Olympics](https://www.khala.io/bittensor-the-intelligence-olympics.md): The subnets generating real revenue, signing enterprise clients and attracting institutional capital, and the ones burning emissions to simulate it. (2026-02-19, Software AI, 19 min read)
- [Decentralized Robotics: Landscape and Outlook](https://www.khala.io/decentralized-robotics-landscape.md): Nine protocols building the coordination, positioning, spatial and capital layers for embodied AI, and the risks that come with an early market. (2026-01-07, Robotics, 20 min read)

## How to cite

Khala Research, "<report title>", <Month D, YYYY>. <report URL>

Example: Khala Research, "Age of Machines: The Learning Problem", October 16, 2026. https://www.khala.io/age-of-machines-learning-problem-robot-training-data-physical-ai

## About

- [Home](https://www.khala.io/): coverage overview
- [Research](https://www.khala.io/research): all reports
- [Media](https://www.khala.io/media): podcast and video
- [Hiring](https://www.khala.io/hiring): open roles
- [Disclaimer](https://www.khala.io/disclaimer): terms of use
- X: https://x.com/KhalaResearch
- Telegram: https://t.me/KhalaReads
- YouTube: https://www.youtube.com/@jackaileung

## Optional

- [Full text of every report](https://www.khala.io/llms-full.txt)
- [Report index, JSON](https://www.khala.io/reports.json)
- [RSS feed](https://www.khala.io/feed.xml)
- [Sitemap](https://www.khala.io/sitemap.xml)