Thank you! We basically built the best pipeline to turn these models into middle/senior designer level, you don't have to write crazy prompts, it just works 🙂
MULTIMODAL AI
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Image Generation Limitations: Text Rendering and Alignment Challenges
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Image generation still has room to improve. I attempted 10 times to prompt for this image, including drawing two versions and laying out the format in the prompt block by block. Got typos. Overlapping words. Mismatched fonts. Alignment issues. My workflow is still Sora
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Current Limitations of AI Image Generation Models at 1024×1024
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What are the major things that no AI image model can do at the moment (at 1024×1024)?
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AI Tool Transforms Photos Into Animated Films With Text Prompts
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L'IA avance à une vitesse folle. Regardez : un outil qui transforme vos vielles photos en mini-film, une jupe en pub animée, et Verdun en scène vivante.
— VISION IA (@vision_ia) 6 juillet 2025
C’est Photoshop, After Effects et Canva… fusionnés dans une IA qui obéit à vos mots. pic.twitter.com/FpkjfEjopvL'IA avance à une vitesse folle. Regardez : un outil qui transforme vos vielles photos en mini-film, une jupe en pub animée, et Verdun en scène vivante. C’est Photoshop, After Effects et Canva… fusionnés dans une IA qui obéit à vos mots.
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o3-pro hides executed code, wastes visual tokens on CV2 scripts
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o3-pro doesn’t give the executed code in the summary but yes — I’m sure it’s just writing short CV2 scripts and wasting visual tokens triple-checking crops of the output. I just thought it was funny that this was the challenge.
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Frontier Models Medical Imaging: Hallucinations Limit Second Opinion
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A note on this: We have enough evidence from controlled studies that it is likely smart to ask a frontier model for a second opinion. But it is also worth noting that the weakest link in both studies & reality is AI’s ability to “see” medical images. Hallucinations are common.
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Goodside critiques a lucky guess about a famous illusion image
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I’d call that a lucky guess, given: – You told it it was a famous image
– It took 3 sequential (vs. independent) tries
– It’s not describing the illusion well at all
– It says the image includes her “upper body” which isn’t true -
AI Long-Form Content Future Beyond Short-Form Video
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Short form video platforms are black holes that suck you into a death spiral of brain rot. I look forward to long form AI content.
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Perplexity AI Transforms Education in Indian Schools with Voice Learning
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It’s great to see schools in India having their students learn with Perplexity as a tutor. Our founding mission was to make the world’s knowledge accessible, and I’m glad it’s having its impact. Here’s one where students in Telangana are using the voice mode to ask questions back
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Soul Inpaint Arrives in Higgsfield Canvas Enabling Full Subject Editing
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Dingue. Soul Inpaint est arrivé dans Higgsfield Canvas. J'en ai parlé hier mais ça peut devenir gamechanger.
— VISION IA (@vision_ia) 5 juillet 2025
N’importe qui peut maintenant modifier la tenue, les accessoires, les cheveux, tout le décor d’une personne… puis lui redonner vie. 🤯 pic.twitter.com/RDaxIopU4qDingue. Soul Inpaint est arrivé dans Higgsfield Canvas. J'en ai parlé hier mais ça peut devenir gamechanger. N’importe qui peut maintenant modifier la tenue, les accessoires, les cheveux, tout le décor d’une personne… puis lui redonner vie.