... 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 ... ... Cache. It achieves  71.55% zero-shot top-1 accuracy at 84.0% token sparsity  on SigLIP, retaining 92.4% of dense accuracy without modifying any weights. Architecture B (Extreme Wall-Clock Speedup):  Physically eliminates stationary tokens before the encoder

... physical hardware (like real estate yard signs) and dynamic digital data. Here s a look at the stack and the "why" behind the project. The Problem: Static is Brittle Most QR codes generated today are static. The data is encoded directly into the pattern. If the URL changes, that physical sign-and the money spent printing it-is effectively e-waste. For industries like Real Estate, this is a nightmare. Agents need to pivot fast. A "Coming Soon" sign needs ... ... become a "Virtual Tour" sign, which eventually becomes a "Sold / See My Other Listings" sign. The Solution: The Dynamic Redirect Layer At its core, QRJolt acts as a high-performance redirect engine. Instead of encoding

... realized I don't like reading text linearly. Someone writes a text, and it's encoded by their writing style, knowledge, thinking patterns, and so on. Then I need to read it through, decode it, and understand if it was worth the effort. AI slop summaries don't work for me either. But I'd like a tool that lets me "read on my terms" - explore text in stages that I prefer, as shallow (topic/description/keywords) or as deep ... ... have a workflow for reading/working with text? Do AI summaries work for you? It seems like AI could make the reading process more interactive instead of purely linear - essentially becoming the decoding step (or steps) between the author's encoding

... life disappeared. It felt the same way as if, one day, nobody would be playing on Call of Duty 2 servers anymore (that hasn t happened yet, right?). Anyway, here I ve compiled a list of the top 6 alternatives to Skype for international calling. I used the following criteria to select them: VoIP-based . That means I only need an internet connection to use the service. Calls from most SIMs abroad are prohibitively expensive, and eSIMs typically include only ... ... analytics dashboard. That s a helpful feature if you have a lot of no-answer calls and you want to analyze what s going wrong. Best for: individuals and teams who want a simple, powerful, and flexible alternative

... Encode/decode URLs & HTML instantly no more tab-switching headaches! Hey Product Hunt community! I m Yash Gupta, and I m thrilled to launch my first Chrome extension: YG Encoder/Decoder