Alex Gnibus

This post was written with Alex Gnibus of Stability AI. Stability AI Image Services are now available in Amazon Bedrock, offering ready-to-use media editing capabilities delivered through the Amazon Bedrock API. These image editing tools expand on the capabilities of Stability AI’s Stable Diffusion 3.5 models (SD3.5) and Stable Image Core and Ultra models, which are already available in Amazon Bedrock and have set new standards in image generation.

Alex Gnibus · Follow 4 min read · -- MIT Tech Review called it a “fool’s game” to try to predict the next AI trends, since the industry is moving so fast. I concur. We’ve had agents and small language models become all the rage in a short time. What’s next? Who knows! But I can tell you what’s happening today. As you’ve probably seen, DeepSeek (the Chinese AI developer making headlines) has thrown the industry for a loop with a crazy-efficient open source model.

This post is cowritten with Isaac Cameron and Alex Gnibus from Tecton. Businesses are under pressure to show return on investment (ROI) from AI use cases, whether predictive machine learning (ML) or generative AI. Only 54% of ML prototypes make it to production, and only 5% of generative AI use cases make it to production. ROI isn’t just about getting to production—it’s about model accuracy and performance.