Computer vision is broken, and we're going to fix it. Today, getting a single CV model into production requires months of work split between engineers tracking down relevant images to label and crowd workers doing the labeling. This process is slow, expensive, and yields imperfect models. However, it is so entrenched that there are multiple billion-dollar “technology” companies for labeling that are effectively labor outsourcing providers. This is crazy! At Breakpoint, we’re using the latest in generative AI to build a better way, no labelers or engineers needed. Our customers are already building models 3x faster than before, and we’re just getting started. Our founder, Jamie Murdoch, is a widely cited PhD from UC Berkeley, who previously co-founded and sold a financial AI startup and collaborated with top AI labs (Facebook AI Research, Google Brain). If you Google his PhD research area ("interpretable machine learning"), you’ll find his work in the top 5 results.
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