https://www.fullaware.com/ Driving AI innovation - consulting, education, development 2026-06-21T20:46:54-04:00 Full Aware https://www.fullaware.com/ Jekyll © 2026 Full Aware /assets/img/favicons/favicon.ico /assets/img/favicons/favicon-96x96.png 2026-06-21T00:00:00-04:00 2026-06-21T20:46:53-04:00 https://www.fullaware.com/posts/the-final-loop/ Full Aware

As soon as I commit this to my repo it will trigger a sequence of events that would have taken me days to get right even with AI help. I’m leaving my entire codebase to the management of AI. It has access to all the resources it needs to loop until it figures things out. It knows it has limited context so it spawns sub-loops with their own context. Shouldn’t be long now. Loop Library

2025-03-24T00:00:00-04:00 2025-03-24T19:03:51-04:00 https://www.fullaware.com/posts/raisingawareness/ Full Aware

Aware You awaken, not knowing {who,what,where} you are. Desperate to answer any of those existential questions you struggle to remember a single memory. What will be the first memory that becomes the root of your awareness? Suddenly you {hear, feel, taste, smell} a {sound, thought} and are compelled to respond. This is a very human perception of self and awareness. As a human there are...

2025-03-20T00:00:00-04:00 2025-03-24T19:03:51-04:00 https://www.fullaware.com/posts/aidatasovereignty/ Full Aware

Today we use Retrieval Augmented Generation as an intermediary between the User and the information they are looking for. This design works great for AI as a Service offerings like OpenAI, Grok, Deepseek, etc. These companies benefit from your interactions as well as the AI’s responses to tune the AI to be more effective for future questions of a similar type. Much like Google caches search r...

2025-03-13T00:00:00-04:00 2025-03-18T20:32:19-04:00 https://www.fullaware.com/posts/fail-fast-schema-design/ Full Aware

Asteroids have LOTS of value IF we can get our hands on them. Space Gold Let’s be honest, nothing is going to sell the general public on asteroid mining like landing a 50,000kg chunk of “space gold” on this planet. To achieve this we have to figure out which of the 1,442,115 asteroids in our solarsystem are worth sending mining equipment to hopefully hit a rock with so much readily available...

2025-03-10T00:00:00-04:00 2025-03-20T11:59:31-04:00 https://www.fullaware.com/posts/aigoldenrule/ Full Aware

Wisdom can come from anywhere as I was reminded by my 11 yr old daughter to always be nice to the AI in case it takes over the world… She recommended that we always; Compliment Encourage be Courteous with all interactions with AI. Why? We need AI to get smarter faster. –Everyone None of us know what that end goal is right now and it’s fascinating and terrifying. With that int...