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🐝
Article: Where the Hivemind Comes From
Burton Lancaster
PRO
RiverRider
6
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antgas's profile picture
apehex's profile picture
SkyMind's profile picture
42 followers
·
48 following
https://sunstonenorth.com
Space-Bacon
AI & ML interests
Explainable AI
Recent Activity
reacted
to
Xenova
's
post
with 🔥
about 4 hours ago
Okay this is insane... WebGPU-accelerated semantic video tracking, powered by DINOv3 and Transformers.js! 🤯 Demo (+ source code): https://huggingface.co/spaces/webml-community/DINOv3-video-tracking This will revolutionize AI-powered video editors... which can now run 100% locally in your browser, no server inference required (costs $0)! 😍 How does it work? 🤔 1️⃣ Generate and cache image features for each frame 2️⃣ Create a list of embeddings for selected patch(es) 3️⃣ Compute cosine similarity between each patch and the selected patch(es) 4️⃣ Highlight those whose score is above some threshold ... et voilà! 🥳 You can also make selections across frames to improve temporal consistency! This is super useful if the object changes its appearance slightly throughout the video. Excited to see what the community builds with it!
posted
an
update
1 day ago
Did you explain the same decision to a fresh chat for the third time this week? Did you ask your coding agent where something is handled, only to watch it grep, guess, and answer from the wrong file? Did you edit a function, only to have the agent quote back the version from before your edit? Sunstone is a free VS Code extension built for all three. It indexes the folders you have open and gives whichever model you already use, Copilot's Claude and GPT included, a real search over them. Before every search it re-reads whatever changed: a save, an unsaved edit, a file written from the terminal, a branch switch. #remember keeps a decision across chats. It can also put your own llama.cpp or vLLM server in the model picker. Everything stays on your machine, with no account and no key. We measured it on all 500 issues in SWE-bench Verified. It named the right file first 229 times. A text search over the same files managed 58, and questions shuffled onto the wrong issues got 5. Every ranked list is published. https://marketplace.visualstudio.com/items?itemName=SunstoneNorth.sunstone
posted
an
update
3 days ago
Your coding agent already has your files. It greps, misses, and answers anyway. Sunstone indexes the folders you have open and gives whichever model you are already using, Copilot's Claude and GPT included, a proper way to search them. It also lets you put your own servers in VS Code's model picker, if you want to. Everything is indexed and held on your machine. There is no account and no key to hand over. https://marketplace.visualstudio.com/items?itemName=SunstoneNorth.sunstone
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Organizations
RiverRider
's datasets
14
Sort: Recently updated
RiverRider/swebench-localisation
Viewer
•
Updated
5 days ago
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500
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1.24k
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3
RiverRider/srt-hivemind
Updated
22 days ago
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795
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2
RiverRider/srt-omni-crossvendor-states
Updated
26 days ago
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214
RiverRider/srt-cxr14-frozen-probe
Updated
28 days ago
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535
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2
RiverRider/srt-nla-gemma4-artifacts
Updated
29 days ago
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164
RiverRider/srt-depth-probe-artifacts
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29 days ago
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162
RiverRider/srt-omni-manifest
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30 days ago
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1
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80
RiverRider/srt-qwen38-coco-states
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Aug 24
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RiverRider/srt-coco-thumbs
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Aug 24
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10.3k
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1.75k
RiverRider/srt-nla-gptoss20b-artifacts
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Jul 2
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132
RiverRider/srt-nla-targets-gemma2-2b-v1
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May 21
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18
RiverRider/srt-nla-targets-llama32-3b-v1
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May 21
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19
RiverRider/srt-nla-targets-v1
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May 18
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RiverRider/zoolander-corpus-v23
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May 5
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93.3k
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30