ACN ANNOUNCEMENTS

AI adoption isn't slowing down. It's getting more selective. The era of adopting AI just to say you did is ending. Teams that rushed a chatbot or a pilot last year are now asking harder questions: does this actually save time, does it hold up at scale, does it justify the cost?…

A refund policy says more than a feature list. A feature list tells you what a tool claims to do. A refund policy tells you how confident the publisher actually is that it'll work. A vague or nonexistent refund policy is a quiet signal, whether intentional or not. A clear one,…

An agent's ROI isn't speed. It's consistency. A fast agent that's right eighty percent of the time still creates work: someone has to catch the other twenty. A slightly slower agent that's consistently accurate removes the need for that oversight entirely. Speed is the metric…

Weekly Development Update! Development continues across the Compute Marketplace and Agent Forge, with ongoing progress focused on pricing infrastructure and platform stability. Compute Marketplace: • Optimizing the blockchain contract to improve exchange rates across multiple…

An agent's training data has its own ongoing cost. The upfront cost of building an agent gets most of the attention: compute, development time, integration work. What's easy to miss is that the data feeding it doesn't stop costing money once the agent is live. Data needs to be…

A startup and an enterprise don't need the same AI setup. A startup needs to move fast, test ideas, and keep costs low. An enterprise needs scale, security, and infrastructure that won't break under pressure. Same technology, very different needs. That's why one-size-fits-all…