Open benchmark: how well can multimodal LLMs read a calendar week-view from a screenshot? Humans ~99%, Q4 local models.....
Some backstory I've been working on my local agent (openclaw), and I wanted to give it the skill to reconstruct calendar entries from a photo of the screen. I couldn't get at the calendar through an API (long story), so a photo was the only low-friction way to export the data. Wh
Why it matters
This story from Reddit r/LocalLLaMA is relevant to the Open Source branch of the AI ecosystem and may affect models, products, or research direction.
Technical breakdown
Some backstory I've been working on my local agent (openclaw), and I wanted to give it the skill to reconstruct calendar entries from a photo of the screen. I couldn't get at the calendar through an API (long story), so a photo was the only low-friction way to export the data. What should have been an easy "skill building exercise" endet as a frustrating problem hunt. My agent went wrong
Business impact
Watch for product launches, funding moves, or policy shifts tied to this headline.