Moshe Malawach
@MosheMalawach
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@aleph_im lead shitposter, developer & CEO. @libertai_dai founding member. Blockchain+AI developer and enthusiast. Python lover. Future of 🇫🇷.
Paris, France
Joined October 2018
Because... it's not third world. Argentina used to be one of the world's richest countries. What happened? Peronistas, communists and far right / military dictatorship. It can happen to all western countries, and a lot are on that path. The good side of it? It can be reversed.
It’s the first world’s best kept secret
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Same in crypto btw... if you obfuscate your whitepaper with math I'll assume the project is a scam.
ok now i read the entire thing. bad paper, goes out of its way to obfuscate with math and "derive prediction based on smart bayesian analysis", while in practice the predictions stem from "assumptions" which are in turn based on "prior empirical evidence". what a waste of time.
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Chaser...
Due to an unforeseen naming conflict, we are renaming Project AELLA to Project OSSAS (Open Source Summaries At Scale) Thank you to those who brought the context surrounding this name to our attention, and to our partners and the research community for their ongoing support.
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Even datasets need fluffers
We're introducing Project AELLA, in partnership with @inference_net & @wyndlabs_ai AELLA is an open initiative to make 100M scientific papers accessible via LLM made structured summaries. Available now: - Dataset of 100K summaries - 2 fine-tuned LLMs - 3d visualizer 👇
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Thinking again, there is an (imperfect) solution: CPU-based inference. Guess what, this is supported by @Libertai_DAI ! nVidia GPU TEEs are completely broken, but TDX / SEV-SNP are still okay in a datacenter context. CPU-based inference is the only way forward for confidential
The most impacting news of the latest https://t.co/P5AkDImM5C attack is that confidential AI agents are dead for now. nVidia TEEs are now completely broken: anyone can generate attestations for a H100 (or above) GPU, even without owning one. Maybe it's time to shine for zkML?
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TBD launch @Trezor was all over my timeline yesterday (congrats) so I figure I'd make a quick thread - this might seem a bit on the negative side for outsiders but it's really coming from one hardware security fan to others - and I bought 2, you should too 🧵 with subtle ads
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What happened yesterday with AWS? Pretty much everyone in the world witnessed the situation, which impacted companies using Amazon Web Services. After joining Aleph Cloud, @ODesenfans recently decided to leave and moved to California as a Senior Infrastructure Developer for AWS.
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@TheProfitPup @AltcoinPsycho Web3 devs still use tools they were using 10 years ago, not exploring that services like Aleph Cloud exists where they can have databases, instances, storage & lambda in a decentralized fashion. Check @aleph_im whenever you build anything that needs privacy.
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Honestly I wouldn't call 27B Gemma "lil 'ol". I've had great result with that one that I can't replicate with any other models.
@IterIntellectus The fact that it was lil 'ol 27B Gemma that made the discovery tells me that larger models aren't being utilized anywhere near their fullest potential.
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Aleph Cloud is rolling out major upgrades: a revamped Python client, enterprise-grade virtual machines orchestration, and a new network node designed to power any decentralized apps with speed, security, and seamless multichain integration. Read the announcement below 👇
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The North Star for Aleph is to look at each individual feature on the AWS console and then determine how we can decentralize it.
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DePIN is heating up. From Eigen pivoting to verifiable AI or Akash announcing new confidential/verifiable compute features, there’s a lot of movement in a domain that many considered outdated until not too long ago. My prediction is that the next cycle after perps will be back
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FFS X... It's been months, and I pay a goddam subscription. No way to help you "estimate" my age either. Every 2 tweets I see this in between... No idea what is hidden, but I doubt it's pr0n.
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The article I was talking about: https://t.co/e1aOZErDjC Again, newer tech not directly impacted even if it could theoretically be expanded to them. They targeted SGX, again, old tech already broken many times.
arstechnica.com
The chipmakers say physical attacks aren’t in the threat model. Many users didn’t get the memo.
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At Aleph Cloud we can help with secure TEEs, which can be a good base layer for the rest of your security stack. Obviously, it shouldnt be the only one. Combine it with other state of the art techs and you get a state of the art security model.
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Design your system so many layers should fail for it to fail. It should also align with your threat model... securing a few holiday pictures needs less security than id cards. And id cards scan need a different security system than millions of dollars in treasury.
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Think of it like a cheese with holes. You align multiple slices of that cheese, with holes at different places. You don't see any hole anymore. These slices are TEE, multisigs, FHE, ZK, key rotation, e2e encryption and many other techs/tools. Pick any of these.
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So.. the whole thing about TEEs was obvious in hindsight, SGX is old tech and everyone knows it. Newer tech like TDX and SEV-SNP on zen4+ (what we use at aleph cloud) is way more resilient... still not jullet proof, and you need to have many layers or security.
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