{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/c4f9c8b029d841c5855729f9781ebb2d\" frameborder=\"0\" width=\"1920\" height=\"1440\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1440,"width":1920,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1440,"thumbnail_width":1920,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/c4f9c8b029d841c5855729f9781ebb2d-3e1395d0cf468fe5.gif","duration":285.022,"title":"I Built an On-Device Dating Photo Picker","description":"This Loom introduces a solo-built photo picker tool for improving dating app profiles by selecting the best photos to lead with and which to cut. Aiden explains it analyzes 3 to 8 photos on-device using a web GPU and a CLIP-based scoring approach, subtracting what photos have in common to get more signal. The model then generates labels about framing and context, and sends only the final numbers once to Anthropic for human-readable output, making the process fast. In a test case using the same photo four times, the output including what to shoot and the receipts remained identical, and the Anthropic cost was about 4 cents per run, totaling $2.46 for a 4.5 hour project."}