... right-click any clip see visually related footage. - Duplicate / retake detection automatically flags near-identical takes so you can clean up your bin. The catch? There isn't one. Everything runs locally . We use a CLIP model (open_clip ViT-B-32) to embed sampled frames and your text query into vectors and those vectors live entirely on your device (IndexedDB). Your footage never gets uploaded, stored, or indexed by anyone but you. Under the hood - New self-hosted `clip ...

... Vision Transformers waste 90% of their compute recalculating stationary asphalt. NeuroFlow tracks semantic surprise in embedding space, physically eliminating background tokens before the encoder. Result: 55.8x wall-clock speedup for ViTs on high-res video (1792p) with 97% fidelity. No fine-tuning required. NeuroFlow is a dynamic routing framework for Vision Transformer video inference. It exploits temporal redundancy by tracking per-patch embedding-distance threshold via an Exponential Moving Average (EMA) of patch-level embeddings, effectively answering the architectural ...

... copie les mots, pas les cicatrices. Elle peut crire "handicap devient arme" mais elle l a pas v cu. Moi 40 ans de "je repasse demain" sans 1 . a IA peut pas faker. Ya Fattah : Le vrai se vit, le faux se g n re. Comment from Zakaria empire(@zakaria_empire): @zhen_han   @busmark_w_nika  D savantage ? Non fr rot. C est notre arme. Amazon a les millions. Nous on a les cicatrices. Moi 40 ans sans 1 , clients me doivent ...

... dungeon reacts to them. As knights grow stronger, harder monsters emerge. The ecosystem scales in real time. COREKNIGHT STAT SYSTEM Every knight runs a full derived stat model:   Base Stats      STR AGI VIT AUR INT   Combat Stats    ATK DEF SPD DODGE PARRY BLOCK   Body Traits      VISION LUNG GRIP BALANCE ENDURANCE REFLEX   Aura Influence  AURA INSTINCT FLOW CONTROL AURA VISION AURA PRESSURE Stats unlock dynamically. ENDURANCE only appears ... ... VIT

... Product Hunt! I'm Brad, the creator of Vitly. I built this because I was tired of the same frustrating pattern: "We should hang out!" 47 messages later "Maybe next week?" The Problem We Solved: Coordination chaos - Group chats are where plans go to die Hidden unfairness - One person always drives 45 minutes while others walk 5 Decision paralysis - Too many options, no one wants to pick and be wrong Starting from scratch - Every meetup requires the same exhausting process ...

... Breakpoint [2025-10-21] - On context engineering [2]: The Breakpoint [2025-10-31] - Do early users care about design? Comment from Jalal Nasser(@jalalnasser): looking for work: Web developer "NextJS, WordPress, HTML, PHP", Api integration, AI, translation, Next React, Vit, Native React Roles: not sure full-time, part-time, freelance Languages: Arabic, English How to get in touch: https://www.linkedin.com/in/jala... Comment from Nosheen Kanwal(@nosheen_kanwal): Open to working opportunities: Content strategist with 6 years of experience in content ...

... Recently, I've been impressed by tools like Notion, they feel crafted by people who actually use their own products daily. Every friction point has been smoothed out through real experience. Human-centered design isn't about adding personality,vit's about removing barriers between intention and action. Comment from Talshyn Nova(@talshyn): Hey @raniazyane Somehow, Duolingo feels superhuman. I love streak celebrations and you re on fire! pings I'm curious about how you plan to surface those human ...

... savianboroanca.com/my-se... Comment from Nika(@busmark_w_nika): How do you connect with people to let them know about the launch when they do not have any contact in their profile? Comment from Savian Boroanca(@savian_boroanca): @xp_vit, if you are planning to launch and need some assistance, DM me anytime ...