A shorter edition this week to share our latest report at Khala Research, which I alluded in last week’s newsletter
We’ve also given our website a refresh & opened a new Telegram channel for shorter snippets of news, subscribe for free here: Link

This newsletter goes out weekly to 7.5k+ subscribers.
Please don’t hesitate to message me directly for sponsorship or partnership enquiries.

Language models had an internet full of text to learn from. Robots need demonstrations of physical tasks across different machines, objects + environments. Collecting enough variety remains one of the biggest barriers to making them useful beyond the lab.
Our report examines how robots learn, the businesses supplying their training data + where crypto incentives fit. It includes a deep dive into Axis Robotics, alongside coverage of BitRobot, Eastworlds + THOR:
We’ve also launched a free Telegram channel for news, research + updates from Khala.
Subscribe to Khala on Telegram →
We’ll be back with the usual format next week, covering the latest topics across crypto, AI + robotics so stay tuned!
That’s a wrap for this issue of Sammy’s Snippets. I hope you enjoyed it
Please leave me any questions or thoughts here - I will respond to everyone!
If you found this interesting, please consider subscribing to this Substack and following me on X for more related insights
Disclaimer: The content of this newsletter is for informational purposes only. I am commenting on the underlying activity of what I am observing in the market to keep my audience updated and informed.
Nothing in this newsletter constitutes financial advice or a recommendation to buy or sell any asset. Always do your own research before making any investment decisions.
I hold positions in many of the assets discussed in this newsletter. Valuations are approximate snapshots and move quickly. Verify all market data independently before acting






