I value investing, emerging tech, and healthcare analytics - Clinical AI Consultant | #ICP #8yeargang | 🪶
Joined October 2016
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-ICP Smart Contracts execute Wasm code and hold both code and state as data inside a "Canister"
-Canisters deployed w/ a controller can be mutated/patched, or rendered immutable if controller is removed
-Canisters can serve both front and back end services w/o the need of AWS
Gamris ∞ retweeted
No tricks. Just tracks. 🎃
Sonilo’s Halloween giveaway is here:
- Free users: 1 month of Pro, free
- Active paid subscribers: 100,000 bonus credits that never expire
Follow @Sonilo_music, repost, & leave a comment to join.
Ends Oct 31. Let’s make something spooky.
Gamris ∞ retweeted
Cancer patients with the same diagnosis often have very different tumor biology.
Molecular testing can reveal underlying differences, but that's slow and expensive.
Introducing Holon-S1, our platform to predict genes and biomarkers from routine pathology slides.
• beats two other models at predicting spatial gene activity in a controlled comparison
• has identified potentially novel biomarkers in breast cancer and colon cancer
• evaluated across 16 organ types and more than 15 scanners, using slides from both formalin-fixed, paraffin-embedded and fresh-frozen tissue.
We believe Holon-S1 has the potential to help researchers find new biomarkers in slides they already have, discover treatment targets, and bring more personalized cancer care within reach!
Gamris ∞ retweeted
today, we’re releasing the largest open-source human image preferences dataset, along with a $1 million data grant
- 2M+ annotations by real people
- 30 SOTA image models ranked
- 10 categories (marketing, product design, anime etc)
dataset + benchmark + grant details below:
Gamris ∞ retweeted
MiniMax H3: Omni-Reference, Commercial-Grade Generation, Unbeatable Cost Efficiency, Open Weights
Gamris ∞ retweeted
After nearly a year of development, 🤗 Transformers.js v4 Preview is finally out on npm!
npm i @huggingface/transformers@next
Build WebGPU-accelerated AI applications that run everywhere: browsers, Node.js, Bun, Deno, Electron, and more.
See what's new in our blog post 👇
Just attended the RP1 metaverse meetup and am excited for the future of the open Spatial Internet!
Looking at this ambitious project, I see lots of synergies between RP1's 3D Spatial Internet Browser and @dfinity's decentralized internet cloud on the Internet Computer Protocol.
Today is a huge moment for RP1, our team, and for anyone who believes the spatial internet must be open, interoperable, and built by all of us — not controlled by a single platform.
Six months ago, we introduced the world’s first metaverse spatial browser at AWE.
Today, we’re officially opening access to the first open ecosystem for the spatial internet.
Developers everywhere can now begin building and self-hosting proximity-based, real-time 3D experiences on their own servers — with full control of their data, content, and monetization.
No walled gardens.
No device lock-in.
No platform dependencies.
Just like the early web. This milestone is the result of years of effort from an unbelievably dedicated team at RP1. You built an entire technology stack — a 3D browser, a universal spatial fabric, massive scalability, real-time API services — long before the market realized how much it would need them.
And now the world is ready.
With the wave of new XR devices coming from Meta, Samsung, Apple, and others, it’s clear the internet is becoming spatial. But without an open foundation, companies can’t move forward. They can’t build the infrastructure they need. They can’t own their data or ensure long-term stability. They can’t innovate freely.
That changes today.
We’re launching the first set of developer tools and documentation to help anyone:
• Set up and host their own metaverse server
• Build persistent 3D environments
• Connect them to RP1’s universal spatial fabric
• Deploy proximity-based, real-time services (AI, payments, IoT, multiplayer, enterprise tools, and more)
And this is just the beginning.
2026 will see thousands of new tools, APIs, examples, and capabilities released openly to the world.
- To our team: Thank you. You built something that many said was impossible.
- To developers: The tools are yours. Start building.
- To enterprises: You can finally own your spatial infrastructure.
- To the entire XR community: The open spatial internet is here — and we get to build it together.
Join us for the launch event on December 8 at 10am PT:
luma.com/qiuzwowh
Explore the documentation and developer center:
dev.rp1.com
rp1.com/learn
Adventure awaits — and today, the adventure becomes real.
Gamris ∞ retweeted
1/N I’m excited to share that our latest @OpenAI experimental reasoning LLM has achieved a longstanding grand challenge in AI: gold medal-level performance on the world’s most prestigious math competition—the International Math Olympiad (IMO).
Still on a high from the last @caffeineai event by @Dfinity!
Wish I could've gotten a chance to hack and deliver some AI dapps myself, but having tested Caffeine, the future looks promising!
One thing that has not been mentioned yet is that the coffee giveaway tasted amazing!
Gamris ∞ retweeted
We are excited to release the source code for EX-4D, which introduces DW-Mesh, a novel representation for generating camera-controllable videos (4D Videos) from arbitrary input videos!
Homepage: tau-yihouxiang.github.io/pro…
Paper: arxiv.org/abs/2506.05554
Code: github.com/tau-yihouxiang/EX…
#ComputerVision #AI #VideoSynthesis #Research #MachineLearning #4D #Innovation
Gamris ∞ retweeted
🚀 Xaira Therapeutics has just dropped a game-changer for AI-driven biology.
Today, we unveiled X-Atlas/Orion, the largest publicly available genome-wide Perturb-seq dataset to date—spanning 8.4 million single cells with perturbations across all ~20,000 human protein-coding genes.
This release is not just about scale—it’s about enabling a new era of causal, mechanistic foundation models for biology.
📝 Preprint on bioRxiv: biorxiv.org/content/10.1101/…
📂 Dataset on Figshare:
doi.org/10.25452/figshare.pl…
🔍 What makes X-Atlas/Orion special:
📈 Unprecedented scale & quality: Each cell profiled with deep (~16k UMIs) transcriptomics and rich metadata
🧪 Quantitative dose-response modeling: Thanks to high-fidelity sgRNA detection and ~4 guides per gene, allowing continuous modeling of genetic effects
🧬 FiCS platform: A fully industrialized single-cell perturbation system enabling rapid, reproducible experiments at massive throughput
🧠 This isn’t just “data.” It’s the biological substrate for building virtual cell models that can generalize, predict, and ultimately power AI-native drug discovery.
💬 My final take:
This is a foundational moment for the field. The ability to model how genes affect cell state—quantitatively, causally, and at scale—is what we need to unlock predictive biology.
Kudos to the incredible team at Xaira for open-sourcing this resource so the entire community can build on it.
#PerturbSeq #SingleCell #Genomics #VirtualCell #FoundationModels #AIForBiology #Xaira #DrugDiscovery #SyntheticBiology #CausalAI
More press release: Press release :
🔗 GEN article : genengnews.com/topics/artifi…
🔗 BusinessWire: businesswire.com/news/home/2…
Gamris ∞ retweeted
SongGeneration 🎵 A model by Tencent for vocal + accompaniment music generation.
Model:
huggingface.co/tencent/SongG…
Demo:
huggingface.co/spaces/waytan…
✨ Mixed & dual-track token modeling
✨ Hi-fi music with custom codec
✨ Currently supports Chinese, English version coming soon!
Gamris ∞ retweeted
🚀 Hunyuan 3D 2.1 is here! The first fully open-source, production-ready PBR 3D generative model!
✅Cinema-grade visuals: PBR material synthesis brings leather, bronze, and more to life with stunning light interactions.
✅ Fully open-source: Model weights, training/inference code, data pipelines, and architecture—yours to fine-tune!
✅ Runs on consumer GPUs, empowering creators, devs, and small teams.
Be the first to shape the future of 3D! Download now and build something epic.
Model: huggingface.co/tencent/Hunyu…
Demo: huggingface.co/spaces/tencen…
Github: github.com/Tencent-Hunyuan/H…
Hunyuan 3D Creation Engine: 3d.hunyuan.tencent.com/
#Hunyuan3D #OpenSource #3DCreation
Day 2 of ICP week was quite fun! Met a couple of the Dfinity staff in the SF Office Launch. @kylelangham @lomeshdutta
Would Azle be able to support this? @lastmjs
try github.com/karelnagel/denogr…, a WIP tinygrad rewrite in typescript. works in browser and in deno with WebGPU runtime.
WebGPU browser MNIST training example: denograd.com
