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Tyler Williams PRO

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https://quantaintellect.com

AI & ML interests

AI research engineer & solo operator of VANTA Research/Quanta Intellect

Recent Activity

liked a model about 5 hours ago
julien-c/pi-sessions-qwen2.5-0.5b-lora
reacted to fffiloni's post with ❤️ 1 day ago
I’ve been reading “What if AI systems weren’t chatbots?” https://huggingface.co/papers/2605.07896 👀 The paper asks a simple but important question: what if the chatbot interface is not just a neutral wrapper around AI models, but part of the problem? A chatbot can make a system feel more capable, more certain, and more “human” than it really is. That matters, because interfaces shape how we trust, use, and delegate to AI systems. When everything becomes: ask → answer we can lose sight of the actual workflow: - parameters - alternatives - uncertainty - intermediate steps - failure modes - human control For creative AI especially — image, video, editing, animation — I’m not sure “chat” should always be the default interface. Sometimes we need a conversation. But often we need a canvas, a timeline, sliders, masks, previews, comparisons, and visible pipelines. This is also why I find many open ML demos interesting: Spaces, Gradio apps, visual tools, small focused interfaces. They often explore another direction — not just better assistants, but better tools. 🤗
repliedto fffiloni's post 1 day ago
I’ve been reading “What if AI systems weren’t chatbots?” https://huggingface.co/papers/2605.07896 👀 The paper asks a simple but important question: what if the chatbot interface is not just a neutral wrapper around AI models, but part of the problem? A chatbot can make a system feel more capable, more certain, and more “human” than it really is. That matters, because interfaces shape how we trust, use, and delegate to AI systems. When everything becomes: ask → answer we can lose sight of the actual workflow: - parameters - alternatives - uncertainty - intermediate steps - failure modes - human control For creative AI especially — image, video, editing, animation — I’m not sure “chat” should always be the default interface. Sometimes we need a conversation. But often we need a canvas, a timeline, sliders, masks, previews, comparisons, and visible pipelines. This is also why I find many open ML demos interesting: Spaces, Gradio apps, visual tools, small focused interfaces. They often explore another direction — not just better assistants, but better tools. 🤗
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Blog-explorers's profile picture VANTA Research's profile picture Mistral Hack-a-ton 2026's profile picture Quanta Intellect's profile picture Humanity's Last Hackathon's profile picture