Octonous Open Beta: What We've Learned and Where We're Going
The Octonous open beta is live. Learn what we discovered during closed beta, the workflow patterns users kept returning to, and the biggest improvements shipped since launch.
David de la Iglesia Castro
AI Engineer at Mozilla.ai.
Expert Opinion
The Misunderstood Small Model Market: A Look Beyond OpenRouter's Data
The State of AI report from OpenRouter and a16z offers valuable insight into API-based model usage. But many small models run locally on CPUs and consumer GPUs, outside managed services. This finding, however, warrants critical examination.
Product Release
Octonous: Making AI useful for everyday work
Octonous helps people stay in flow while work runs across connected apps. The assistant takes real actions, reads messages, updates tools, and creates items while showing every step and asking for approval before anything changes.
Product Release
Introducing Any-Agent: An abstraction layer between your code and the many agentic frameworks
Since the launch of ChatGPT in 2022, generative AI and LLMs have rapidly entered everyday life. The viral adoption of these tools was unprecedented, and in some ways contentious. In order to grant greater capabilities to LLMs, they can be integrated into a framework that’s referred to as an “Agent”.
Technical Content
Map Features in OpenStreetMap with Computer Vision
Mozilla.ai developed and released the OpenStreetMap AI Helper Blueprint. If you love maps and are interested in training your own computer vision model, you’ll enjoy diving into this Blueprint.
Technical Content
Structured Question Answering
When deciding on a new Blueprint, we focus on selecting an end application that is both practical and impactful, along with the best techniques to implement it. With endless possible applications of LMs today, selecting one that is actually useful can be challenging.