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Tell HN: Hardware flaws to confidential AI are probably worse than they let on

1•arboles•9m ago
By "they", I mean services that advertise private AI inference running in confidential computing environments like Intel SGX/TDX.

My point is: I've seen arguments that RAM interposition showcased in tee.fail would probably be too obvious in a reputable data center, but you can seemingly just extract a key through a physical attack once and pretend to be that CPU in software thereafter.[1]

I'm not very knowledgeable in this topic, but how are users of this service meant to verify that the TDX verifications quotes aren't forged from a key extracted from a processor as seen in tee.fail?

[1] https://tee.fail/#:~:text=Recovering%20Attestation%20Keys%20from%20Intel%20Machines

The Scandal Is Bigger Than Jensen Huang

https://www.theatlantic.com/international/2026/11/nvidia-china-ai-regulation/689387/
1•FinnLobsien•1m ago•0 comments

Clairic is a System One-style extraction model

https://developers.cloudflare.com/workers-ai/models/clairic/
1•datadrivenangel•1m ago•0 comments

Outlook is down, and Microsoft's status page went down with it

https://gvwire.com/2026/11/12/microsoft-outlook-down-for-thousands-of-users-downdetector-shows/
2•dkpk•1m ago•0 comments

Hello Baochip

https://ratfactor.com/cards/hello-baochip
1•birdculture•1m ago•0 comments

Hugging Face CEO vows to keep fighting for open-source AI

https://techcrunch.com/2026/11/12/hugging-face-ceo-vows-to-keep-fighting-for-open-source-ai-after...
1•01-_-•4m ago•0 comments

Ask HN: Microsoft/Azure Outage?

8•nazgulsenpai•5m ago•7 comments

Air-LLM: Broadcasting AI Weights for Edge LLM Inference via RF Computing

https://arxiv.org/abs/2610.00465
1•nolist_policy•6m ago•0 comments

Washing dishes at Denny's to rockstar of AI, the rise and fall of Jensen Huang

https://www.theguardian.com/technology/2026/nov/12/rise-and-fall-of-nvidia-ceo-jensen-huang-profile
2•ljf•6m ago•0 comments

Visual Studio C++ Dynamic Debugging is now generally available

https://devblogs.microsoft.com/cppblog/c-dynamic-debugging-is-now-generally-available/
1•pjmlp•6m ago•0 comments

Singapore Says U.S. Not Helpful on Investigation into Suspected Spy's Company

https://www.nytimes.com/2026/11/12/business/nvidia-megaspeed-alice-huang.html
3•tedd4u•8m ago•0 comments

Tell HN: Hardware flaws to confidential AI are probably worse than they let on

1•arboles•9m ago•0 comments

Improving Fuzzy Robustness in LLM Safety with Automated Red Teaming

https://alignment.openai.com/fuzzy-robustness/
1•Klaster_1•9m ago•0 comments

I Built a Tiny HTTP Server in Rust and Formally Verified It with Lean 4

https://medium.com/@Koukyosyumei/i-built-a-tiny-http-server-in-rust-and-formally-verified-it-with...
1•syumei•10m ago•0 comments

Hubble images a gallery of gravitational lenses for the Roman telescope

https://science.nasa.gov/missions/hubble/nasas-hubble-offers-cosmic-sampler-of-targets-for-roman/
1•titusblair•10m ago•0 comments

OpenAI: Cyber at the Frontier

https://openai.com/cyber-at-the-frontier/
3•lkurtz•11m ago•0 comments

What the ratchet did not see: 30 days of an agentic software factory

https://zenodo.org/records/24169186
1•andreifralou•13m ago•0 comments

Have you paid creators to make videos for your software?

1•h-liber•13m ago•0 comments

Show HN: Captain's Log, a Mac app for thinking out loud

https://koenvangilst.nl/lab/captains-log
1•vnglst•15m ago•0 comments

European survey reveals 900M galaxies – and possibly secrets of 'dark universe'

https://www.theguardian.com/science/2026/nov/12/european-euclid-mission-reveals-900m-galaxies-sec...
1•nephihaha•15m ago•0 comments

Asynchronous Programming

https://eloquentjavascript.net/11_async.html
1•mahirsaid•15m ago•0 comments

Google Search gets a major upgrade with Gemini 4 Hydrogen

https://blog.google/products-and-platforms/products/search/gemini-4-hydrogen-search-upgrade/
4•rbinv•16m ago•0 comments

Gemini 4 Hydrogen

https://aistudio.google.com/docs/whats-new-gemini-4-hydrogen
11•thisisauserid•19m ago•1 comments

P(doom) at the Cracker Barrel

https://www.al.com/news/2026/11/pdoom-at-the-cracker-barrel.html
1•asderghjklsemi•19m ago•0 comments

Modica and the Femminello Night Bandits

https://www.notesfromtheroad.com/europa/modica.html
1•erik-gauger•20m ago•0 comments

Gemini 4 Hydrogen

https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-4-hydr...
81•dvaplima•20m ago•32 comments

Gemini 4 Hydrogen

https://deepmind.google/models/model-cards/gemini-4-hydrogen/
7•it_works•20m ago•1 comments

Fundamental limits of proofs of programs [video]

https://www.youtube.com/watch?v=MH2uW0apGKU
1•matt_d•23m ago•0 comments

Ask HN: How many GPUs do you run on your OpenCode dev setup?

3•roschdal•25m ago•0 comments

Parsing MP4 metadata from Zig 0.18 with minimp4.h [video]

https://www.youtube.com/watch?v=-gqZt_e-mHw
1•eckhardtdreyer•26m ago•0 comments

Billions lost and markets roiled. Isn't it now clear tech bros are too powerful?

https://www.theguardian.com/commentisfree/2026/nov/12/billions-lost-markets-roiled-one-man-indisc...
4•billybuckwheat•26m ago•0 comments