@codebrandes
If this is real...View quoted post on X
> be me
> buy 8 old NVIDIA mining GPUs, 8GB each
> turns out they unlock to 64GB PCIe 2
> turns out they actually unlock to 80GB PCIe 4
> turns out they're faster than A100s
> my $12,000 purchase is worth $80,000
> 640GB of data centre GPUs now sit in my living room
blog.kate.land/posts/using-vo…
github.com GitHub - AlexBrandes/cmp170hx-glm53-flash-exl3: GLM-5.3-Flash (EXL3 2.60 bpw) on two NVIDIA CMP... GLM-5.3-Flash (EXL3 2.60 bpw) on two NVIDIA CMP 170HX cards with vLLM: recipe, engine image, benchmarks - AlexBrandes/cmp170hx-glm53-flash-exl3 CVE-2026-83844: Remote Code Execution in Microsoft Paint. cve.org/CVERecord?id=C…View quoted post on X
New Anthropic research: progress on provable inference for large language models.View quoted post on X
Here, we introduce FlashProve. Building on established cryptographic techniques, FlashProve allows developers to verify whether a given response came from a given AI model. It’s substantially more efficient than prior open-source methods for doing so.
These proofs have a range of applications. They can, for instance, make it harder for attackers to hijack a chat, or enable safety evaluators to verify that the model they’re testing is the same one being served to customers.
For our full write-up, see here: anthropic.com/research/prova…
Further progress in provable inference will likely be an important part of improving trust in AI deployment. To that end, we're open-sourcing FlashProve’s code, here: github.com/anthropics/Fla…
We’re grateful to our collaborators: Alessandro Chiesa, @GiacomoFenzi, @gwberg95, @miranda__christ, Rahul Dalal (rdalal.github.io) and Ben Mayer (@transmissions11).
