Author: Gabriel Giangi
-
App Builders Aren’t Dumb Pipes. They’re the Most Profitable Actors in the Knowledge Economy.
February 23, 2026 In my last post, I mapped out 24 actor types across the Nodalync network and shared simulation results showing that Domain Experts earn 5.3× more than Aggregators in 98% of runs. The economics work. The 95/5 split rewards foundational knowledge over extraction. But something was off. Application Builders — the actors who…
-
Every Role in the Knowledge Economy That’s Coming
You already have a seat at this table. Here’s where you sit. There’s a future arriving faster than most people realize. A future where every piece of knowledge you’ve ever created — every research paper, every technical document, every hard-won insight from years of experience — generates value every single time someone builds on it.…
-
ERC-8004 Just Launched. Here’s Why That’s Good News for Nodalync.
January 28, 2026 Yesterday, Ethereum rolled out ERC-8004 (https://eips.ethereum.org/EIPS/eip-8004) to mainnet—a new standard that gives AI agents persistent on-chain identities and portable reputations. My first reaction, like many building in the AI infrastructure space, was to ask: does this compete with what we’re building at Nodalync ? After digging into the spec, my answer is…
-
AI Won’t Replace You. Someone Using AI Will.
After a year consulting enterprises on AI strategy, I’ve noticed something that keeps me up at night. The companies investing millions in AI pilots, governance frameworks, and “centers of excellence” are moving slower than individuals teaching themselves to build in a weekend. This isn’t a criticism—it’s an observation with consequences. The Enterprise Paradox Large organizations…
-
SwavAI & Leedana: Gaining Access to Resources and Funding at the McGill Dobson Center for Entrepreneurship
Curious about SwavAI and Leedana? This post covers everything! From SwavAI’s innovative communication tool to Leedana’s upcoming software launch, discover how both ventures are shaping the future of self-improvement and sustainable farming. Exciting updates include our acceptance into McGill’s Dobson Center and new developments on both fronts!
-
Refining Our Vision: The Next Steps for SwavAI
Over the past six months, we’ve refined SwavAI’s flagship product and are excited to share a sneak peek of our prototype. With the lighting system in development, we’re moving towards a cohesive model. Join our waitlist at swavai.com for early access, exclusive discounts, and personalized technology.
-
RoboProf-CU
This project and report describes creating a knowledge base and chatbot for Concordia University’s course catalog.
-
Shaping Spaces with SwavAI: My Journey from Code to Canvas
Dive into the story of SwavAI, where art installations come alive to redefine personal spaces. Join me, as I share the latest updates on my startup’s journey, the insights gleaned from entrepreneurial endeavors, and a sneak peek into the future of interactive art that grows with you. Discover how a blend of technology, art, and…
-
Intelligent Hexapod
This NSERC-funded project pushed the boundaries of intelligent hexapod robotics, making use of 3D printing and ROS2.
-
Beyond Human Bounds: The Evolutionary Journey to Artificial General Intelligence
In this article, I dissect and scrutinize the prevalent employment of Large Language Models (LLMs) and anthropomorphic approaches. This article takes a critical view of these methodologies, shedding light on their limitations and potential pitfalls in our ambitious journey towards achieving AGI. Join me in reevaluating the strategies that guide our pursuit of intelligence that…
Gabriel Giangi 