2025-02-24 10:50:59 · 8 min read
At Moonsong Labs, we’ve been deeply immersed in the possibilities of agent autonomy and collaborative action learning— key drivers of a thesis we are calling “The Agent Economy.” This new paradigm envisions AI age…
2025-02-13 12:37:57 · 9 min read
Introduction While LLMs astound both builders and observers with their climbing benchmarks, falling costs, and expanding reasoning abilities, their true impact on everyday software is only beginning to emerge. The mainstream…
2024-12-10 11:35:36 · 5 min read
Introduction We are in the midst of the AI era. By now, AI has been integrated into our everyday software experiences, as evidenced by chatbots and AI “buttons” everywhere. It is hard to imagine but we are still only at the e…
2024-10-23 15:47:26 · 7 min read
Introduction If you have read the two previous installments of this series, you will know by now that we started Unravel.wtf to test how LLMs would perform in intent decoding for Ethereum transactions, comparing the usefulnes…
2024-10-23 15:44:23 · 11 min read
Introduction In our previous blog post, we introduced Unravel.wtf, a prototype designed to test whether machine learning can enhance the human readability of Ethereum transactions beyond what algorithmic labeling offers today…
2024-10-23 15:36:47 · 10 min read
Introduction In our previous blog post, we introduced Vitalik’s framework for categorizing Machine Learning opportunities in Web3, illustrated by the AI-Web3 Quadrant in Figure 1.In this series, we’ll explore the obstac…
2024-10-15 12:46:00 · 17 min read
Introduction – Why AI? We have spent the last year at Moonsong Labs doing a deep dive into AI and creating an AI engineering team. This journey has helped us build out our knowledge of LLMs, inference optimizations, mod…
2024-06-04 11:38:06 · 8 min read
In the past 12-18 months, we’ve witnessed remarkable advancements in AI performance as new models have been released [1]. However, what’s less visible is the staggering amount of compute power required to create a…
2024-05-16 10:31:00 · 9 min read
I’ve had a personal interest in AI since I first encountered the program Eliza running on an Apple II. It was far from impressive by today’s standards, yet it offered me an early glimpse of what might be possible in the…