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Mind the Trust Gap: Fast, Private Local-to-Cloud LLM Chat

https://hazyresearch.stanford.edu/blog/2025-05-12-security
7•wolecki•4h ago

Comments

wolecki•4h ago
A fast Trusted Execution Environment protocol utilizing the H100 confidential mode. Prompts are decrypted and processed in the GPU enclave. Key innovation is that it can be really fast especially on ≥10B parameter models, with latency overhead less than 1%. Like in CPU confidential cloud computing, that opens up a channel for communication with cloud GenAI models that even the provider cannot intercept. Wonder whether something like that could boost the trust for all the AI neoclouds out there.
danbiderman•4h ago
author here!

FDA and RFK Jr. aim to remove fluoride products used to protect kids' teeth

https://apnews.com/article/fluoride-fda-kennedy-cavities-teeth-water-22c5aefeb97c411e2fda0c4754b78cf2
1•c420•6m ago•1 comments

Amiga Supercars Remake Prototype ready to play

https://old.reddit.com/r/amiga/comments/1kl7z7h/special_announcement_amiga_supercars_remake/
1•doener•6m ago•0 comments

Show HN: Contextual AI Document Parser – Infer hierarchy for long, complex docs

1•ishan_sinha•6m ago•0 comments

The Heart of Innovation: Why Most Startups Fail

https://commoncog.com/the-heart-of-innovation-why-startups-fail/
2•exolymph•6m ago•1 comments

Mason: A declarative build tool on top of Dagger

https://whtwnd.com/vbehar.dev/3lp2uqrwpbo2i
1•gk1•7m ago•0 comments

Airbnb Services, Airbnb Experiences, and new Airbnb app

https://news.airbnb.com/airbnb-2025-summer-release/
1•ChrisArchitect•10m ago•0 comments

Alcohol use is declining. THC is swooping in

https://www.cnn.com/2025/05/10/business/thc-drinks-legal-farm-bill
3•Bender•10m ago•0 comments

FDA moves to take prescription fluoride supplements off the market

https://www.cnn.com/2025/05/13/health/fluoride-supplement-ban-fda
2•Bender•11m ago•0 comments

Programmers Will Be Replaced by People with Ideas

https://www.cleverthinkingsoftware.com/programmers-will-be-replaced-by-people-with-ideas/
3•Todd•12m ago•0 comments

Show HN: I built Locawise, a free AI tool to automate localization in projects

1•aemresafak•13m ago•1 comments

New AI Chatbot Apps

2•bennyv1211•13m ago•0 comments

Logitloom: Explore token trajectory trees on instruct and base models

https://github.com/vgel/logitloom
2•kentricon•14m ago•0 comments

Show HN: Litelytics – A nice GA4 dashboard (better Looker Studio)

https://litelytics.io/
4•tesfaX•15m ago•1 comments

Geo vs. SEO: New Traffic Source

https://www.transfon.com/blog/geo-vs-seo
1•transfon•20m ago•0 comments

Lean Founder ToolKit and Perks

https://iriscotax.substack.com/p/lean-founder-kit-and-perks
2•tuye0305•21m ago•1 comments

TikTok AI Alive

https://www.neowin.net/news/tiktok-introduces-ai-alive-its-latest-image-to-video-generator/
1•bundie•23m ago•0 comments

Show HN: Visualize your work cycles to see where your time goes

https://perspectask.com/productivity-methods/time-tracking-graph
1•alexandroo•25m ago•0 comments

Show HN: Put macros.menu/ in front of any restaurant menu URL

https://macros.menu
3•Sawpaw19•25m ago•0 comments

Enzymes from Scratch

https://news.ucsb.edu/2025/021875/enzymes-scratch
2•geox•25m ago•0 comments

Android and Wear OS are getting a big refresh

https://blog.google/products/android/material-3-expressive-android-wearos-launch/
2•whatever3•25m ago•0 comments

Airbnb Is in Midlife Crisis Mode

https://www.wired.com/story/airbnb-is-in-midlife-crisis-mode-reinvention-app-services/
2•thomasjudge•27m ago•1 comments

.NET 10 Preview 4 is now available

https://devblogs.microsoft.com/dotnet/dotnet-10-preview-4/
1•vyrotek•30m ago•0 comments

Building, launching, and scaling ChatGPT Images

https://newsletter.pragmaticengineer.com/p/chatgpt-images
2•mfiguiere•32m ago•0 comments

Returning to My Roots in Hardware

https://dancrimp.nz/2025/03/31/hardware/
1•dcrimp•33m ago•0 comments

Jack Clark on AI's Uneven Impact (Ep. 242)

https://conversationswithtyler.com/episodes/jack-clark/
1•paulpauper•33m ago•0 comments

Econ 101 Is Underrated: Pharma Price Controls

https://marginalrevolution.com/marginalrevolution/2025/05/econ-101-is-underrated.html
3•paulpauper•33m ago•1 comments

No mass shootings so far this year in America

https://www.washingtonpost.com/opinions/2025/05/12/mass-shootings-decline/
4•paulpauper•34m ago•0 comments

Airbnb Announces "Services" and "Experiences"

https://www.airbnb.com/release
1•FlamingMoe•35m ago•0 comments

The Slow Winter (2013) [pdf]

https://scholar.harvard.edu/files/mickens/files/theslowwinter.pdf
1•HeliumHydride•36m ago•0 comments

Alan Smithee

https://en.wikipedia.org/wiki/Alan_Smithee
2•thunderbong•37m ago•0 comments