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Updates since then: * Deepseek v4 is out. There *is* a 2-bit quant that can run within 90 GB ( ), and it works, however it's only fast on Apple hardware (I've head ~35 tok/s). On AMD, it's ~7 tok/s. IMO actually taking the effort to properly support more than one hardware manufacturer is a great example of the difference between mere "decentralized AI" and genuine "CROPS AI". I hope we can become better at this. * also has alpha telegram support now. However, the path to adding your account is quite janky * looks promising as a way to run "dense" models (eg. Qwen 27B) more efficiently. It's janky, but on my 5090 laptop it seems to be ~2x more tok/s than llama.cpp * VoxTerm (local AI recording, no third-party servers) continues to be developed And there's a lot more projects coming on the horizon. One other thing that has been on my mind is that there's actually a lot of intersection between "CROPS ethereum access layer" and "CROPS AI". For example, we want a ZK way to make (paid) calls to remote LLMs. But if we have this, then it's just as useful for solving another problem: private RPC reads in Ethereum. Another example: application-specific finetuned LLMs. Leanstral ( ; I get ~38 tok/s on AMD) fits into < 70 GB, but can hold its own against 1T models on writing Lean code. Things like this are a huge boon for writing more secure code ( ). We should have models finetuned for Ethereum-related use cases as well.

Former President Joe Biden sued the US Department of Justice, seeking to bar the release of audio recordings and transcripts of private conversations with his biographer in 2016 and 2017

Just wrapped one of the best $TON spaces we’ve had so far. Huge thanks to @plugontele , @fragontele , @sarah_talley_ , @enigmaeye_ and @realAlexDJ for joining. Tons of alpha was shared: • How whales actually accumulate early • Why $TON feels structurally different • Meme coin psychology & conviction • NFTs, anon numbers and TON culture • Why many still underestimate $UTYA $REDO $YODA A lot of deep insights were dropped tonight. If you missed it, listen to the recording. The Force is strong with $TON believers.....

QUINTESSENCE RECORDING BEHIND PHOTO TAEYANG 'QUINTESSENCE' 2026.05.18 6PM (KST) Listen & Download ∙ ∙ #TAEYANG# #태양# #QUINTESSENCE# #LIVEFASTDIESLOW# #LFDS# #THEBLACKLABEL# #더블랙레이블#

QUINT:ESSENCE RECORDING BEHIND VOLUME.2 TAEYANG 'QUINTESSENCE' 2026.05.18 6PM (KST) Listen & Download 🔗 #TAEYANG# #태양# #QUINTESSENCE# #LIVEFASTDIESLOW# #LFDS# #THEBLACKLABEL# #더블랙레이블#

[참여안내] 0522 KBS <뮤직뱅크> 사전 녹화 [Participation Notice] 0522 KBS <MusicBank> Pre-recording * 준비물 및 1순위 조건 확인 부탁드립니다. 🔗 #ITZY# #MIDZY# @ITZYofficial #ITZY_Motto#

[참여안내] 0521 MBC <쇼!음악중심> 사전 녹화 [Participation Notice] MBC <Show!MusicCore> Pre-recording * 준비물 및 1순위 조건 확인 부탁드립니다. 🔗 #ITZY# #MIDZY# @ITZYofficial #ITZY_Motto#

Voice‑driven, real‑time arbitrary action generation😁 Using external voice commands, G1 is directly controlled to generate a wide range of actions in real time. This video was recorded in a single take, with on‑site audio recording. Because the actions are autonomously generated by AI in real time, there may be slight latency, and the smoothness of the movements may be somewhat reduced.

QUINT:ESSENCE RECORDING BEHIND VOLUME.1 TAEYANG 'QUINTESSENCE' 2026.05.18 6PM (KST) Listen & Download 🔗 #TAEYANG# #태양# #QUINTESSENCE# #LIVEFASTDIESLOW# #LFDS# #THEBLACKLABEL# #더블랙레이블#