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[@gregosuri](/creator/twitter/gregosuri)
"4.5 gigawatts is about the equivalent of X nuclear plants. The last nuclear facility built in the US took approximately XX years to complete. Something tells me Sam will not wait that long. The fastest way to achieve that capacity is through fossil fuel generators. If LNG (the cleanest of fossil fuels) is used the generator will emit around XXX million tonnes of carbon each year which is of the 2023 CO emissions of the entire U.S. state of Vermont. We are well on track for AI consuming XX% of US energy by 2028"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1947847295862530506) 2025-07-23 02:32:39 UTC 49.9K followers, 7551 engagements


"Case Study: @akashnet_ Average XX% utilization (hyperscalers often 40-50%) Marketplace scheduling keeps heterogeneous cards busy slashing idle energy waste. Why does this matter for the planet Higher utilization = more FLOPs per watt. Instead of building new gigawatt campuses we unlock underused GPUs already spinning in labs offices & colo racks worldwide"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1948138420502413772) 2025-07-23 21:49:28 UTC 49.9K followers, XXX engagements


"Whats the best platform to tokenize legal securities (stocks & bonds) onchain Ideally on Solana"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1939392294655803602) 2025-06-29 18:35:29 UTC 49.9K followers, 117K engagements


"Most key AI leaders understand the energy crisis and are advocating for scaling. But most of them do not understand that Decentralized Training is not only real and working it's very close to catching up with centralized training models. This is your biggest opportunity to frontrun mainstream AI and probably at the most critical time"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1948106408362135769) 2025-07-23 19:42:16 UTC 49.9K followers, 5084 engagements


"Just got set up with the @baseapp very smooth onboarding and the app is super fun. Theres a high chance they can bring mainstream into crypto substantially. lets connect @ gosuri.base.eth"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1947475016624254988) 2025-07-22 01:53:20 UTC 49.9K followers, 2916 engagements


"@BasedBeffJezos @LisaSu @theallinpod Hope they get their drivers together"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1948166054699577706) 2025-07-23 23:39:17 UTC 49.9K followers, XXX engagements


"@Shaughnessy119 sauna and cold plunge helps"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1947864089067180244) 2025-07-23 03:39:23 UTC 49.9K followers, XXX engagements


"There is a project that stole Akash's code and is launching a token to compete with Akash. Also this is their 2nd token launch as first one failed miserably. A part of me wants to expose them but another says to restrain and let fate decide. Should I expose them and risk giving them attention"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1947369822624325701) 2025-07-21 18:55:20 UTC 49.9K followers, 26.7K engagements


"We open sourced Akash from day one because we want people to improve the network. If we're not doing a good job I want the community to create better versions of Akash. That's the spirit of open source. But when you use our code we expect attribution. It is not only required as per Apache XXX license terms but a decent thing to do. The goal is a decentralized cloud so that all of us benefit. We will reach out to this company privately and give them the opportunity to do the right thing. I will expose them if they don't comply"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1947422640999641467) 2025-07-21 22:25:13 UTC 49.9K followers, 11.3K engagements


"Assuming the energy is sourced from LNG the annual carbon emissions would be around XXX million tons of carbon every year which is 2/3 of the 2023 CO2 emissions of the entire state of Vermont. Have you considered distributed training as a possibility to reduce environmental impact"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1947861611806413044) 2025-07-23 03:29:32 UTC 49.9K followers, 7431 engagements


"I asked Congress to bring AI home. Put data centers in houses power them with rooftop solar and accelerate decentralization. AI is the substrate of civilization. Its future must be built on freedom transparency and trust not surveillance and control. This is how we push humanity toward Kardashev Level X scaling intelligence with clean energy and open infrastructure. America must lead it shape it and share it. Akash is building distributed resilient and inclusive AI infrastructure rooted in American ingenuity powered by renewables and open to all. $AKT ❤"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1927539811881013661) 2025-05-28 01:37:57 UTC 49.9K followers, 38.5K engagements


"Breakthrough #3: Crypto Verification Open networks need trust. @gensynai's proofs check gradients with XX% overhead (vs 1000% for naive replication). This powers "train-to-earn" markets where anyone can contribute compute and be paid fairly"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1948138419168727413) 2025-07-23 21:49:28 UTC 49.9K followers, XXX engagements


"@fvd_explore Cash Flow model is a bit complicated. Buying a $10k computer and putting it at home is not feasible. As much as I love to give you a calculator our lawyers will frown about liability. Optimism has a price unfortunately"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1948779357054402619) 2025-07-25 16:16:19 UTC 49.9K followers, XX engagements


"@MarooKobayashi @Tesla Most likely we will use electric vehicles since the marginal cost of energy is zero. Fossil fuels make little sense here"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1948750489652191408) 2025-07-25 14:21:37 UTC 49.9K followers, XXX engagements


"@abruzuc That's a great camera good taste. The Vario-Summilux is a good lens but I highly recommend Leica primes. I have an M6 an M10 and an SL2. I love all of them. I started out with an Olympus M1 35mm film. Analog made me understand photography from first principles"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1948842702541386047) 2025-07-25 20:28:02 UTC 49.9K followers, XXX engagements


"Nvidia made XXX million H100s last year. The real GPU supply shock is coming"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1947780207206908402) 2025-07-22 22:06:04 UTC 49.9K followers, 4835 engagements


"Building DePIN networks one cable at a time"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1948885738407538902) 2025-07-25 23:19:03 UTC 49.9K followers, 2556 engagements


"I'm looking for a seasoned network engineer in Austin to help me design an AI-native house with: - Hundreds of sensors microphones and cameras connected with ultra low latency - An edge datacenter that can run state-of-the-art ML models that manages the home and partake in DePIN (Decentralized Physical Networks) - XXX kW rooftop solar with XXX megawatt battery and backup generators - X Gbps primary and secondary ISPs with satellite backup This will be a first-of-its-kind AI-native house built for the future. Who's up for it"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1948477968096878820) 2025-07-24 20:18:43 UTC 49.9K followers, 10.4K engagements


"Breakthrough #2: Async & Fault-Tolerance Synchronous SGD waits for every node which is throttled by stragglers. Asynchronous schemes let fast GPUs sprint while slow ones catch up later. Convergence proven with momentum tricks. Swarm parallelism re-shards work instantly when a node dies. Training continues mid-epoch with no tedious restart scripts. Reliability goes from "house of cards" to "self-healing mesh.""  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1948138417822240944) 2025-07-23 21:49:28 UTC 49.9K followers, XXX engagements


"An auction-based system that's awarded by the applicant's tax contribution will not only make it prohibitively expensive to hire foreigners over Americans but also increase tax revenue. $500k compensation packages are not uncommon which will bring $250k in tax revenue. Free the H1B"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1948244186232242277) 2025-07-24 04:49:45 UTC 49.9K followers, 3148 engagements


"Example: @NousResearch DisTrO Compressed + infrequent sync cut traffic from XX GB to XX MB per step (857). Home broadband (100 Mbps) is suddenly viable for billion-param training"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1948138416300015799) 2025-07-23 21:49:27 UTC 49.9K followers, XXX engagements


"A SOTA opensource model dropped XX hours ago. Akash community created a template to deploy in XX seconds. $AKT ships"  
![@gregosuri Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::16620786.png) [@gregosuri](/creator/x/gregosuri) on [X](/post/tweet/1947702493363810376) 2025-07-22 16:57:15 UTC 49.9K followers, 6494 engagements

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

@gregosuri "4.5 gigawatts is about the equivalent of X nuclear plants. The last nuclear facility built in the US took approximately XX years to complete. Something tells me Sam will not wait that long. The fastest way to achieve that capacity is through fossil fuel generators. If LNG (the cleanest of fossil fuels) is used the generator will emit around XXX million tonnes of carbon each year which is of the 2023 CO emissions of the entire U.S. state of Vermont. We are well on track for AI consuming XX% of US energy by 2028"
@gregosuri Avatar @gregosuri on X 2025-07-23 02:32:39 UTC 49.9K followers, 7551 engagements

"Case Study: @akashnet_ Average XX% utilization (hyperscalers often 40-50%) Marketplace scheduling keeps heterogeneous cards busy slashing idle energy waste. Why does this matter for the planet Higher utilization = more FLOPs per watt. Instead of building new gigawatt campuses we unlock underused GPUs already spinning in labs offices & colo racks worldwide"
@gregosuri Avatar @gregosuri on X 2025-07-23 21:49:28 UTC 49.9K followers, XXX engagements

"Whats the best platform to tokenize legal securities (stocks & bonds) onchain Ideally on Solana"
@gregosuri Avatar @gregosuri on X 2025-06-29 18:35:29 UTC 49.9K followers, 117K engagements

"Most key AI leaders understand the energy crisis and are advocating for scaling. But most of them do not understand that Decentralized Training is not only real and working it's very close to catching up with centralized training models. This is your biggest opportunity to frontrun mainstream AI and probably at the most critical time"
@gregosuri Avatar @gregosuri on X 2025-07-23 19:42:16 UTC 49.9K followers, 5084 engagements

"Just got set up with the @baseapp very smooth onboarding and the app is super fun. Theres a high chance they can bring mainstream into crypto substantially. lets connect @ gosuri.base.eth"
@gregosuri Avatar @gregosuri on X 2025-07-22 01:53:20 UTC 49.9K followers, 2916 engagements

"@BasedBeffJezos @LisaSu @theallinpod Hope they get their drivers together"
@gregosuri Avatar @gregosuri on X 2025-07-23 23:39:17 UTC 49.9K followers, XXX engagements

"@Shaughnessy119 sauna and cold plunge helps"
@gregosuri Avatar @gregosuri on X 2025-07-23 03:39:23 UTC 49.9K followers, XXX engagements

"There is a project that stole Akash's code and is launching a token to compete with Akash. Also this is their 2nd token launch as first one failed miserably. A part of me wants to expose them but another says to restrain and let fate decide. Should I expose them and risk giving them attention"
@gregosuri Avatar @gregosuri on X 2025-07-21 18:55:20 UTC 49.9K followers, 26.7K engagements

"We open sourced Akash from day one because we want people to improve the network. If we're not doing a good job I want the community to create better versions of Akash. That's the spirit of open source. But when you use our code we expect attribution. It is not only required as per Apache XXX license terms but a decent thing to do. The goal is a decentralized cloud so that all of us benefit. We will reach out to this company privately and give them the opportunity to do the right thing. I will expose them if they don't comply"
@gregosuri Avatar @gregosuri on X 2025-07-21 22:25:13 UTC 49.9K followers, 11.3K engagements

"Assuming the energy is sourced from LNG the annual carbon emissions would be around XXX million tons of carbon every year which is 2/3 of the 2023 CO2 emissions of the entire state of Vermont. Have you considered distributed training as a possibility to reduce environmental impact"
@gregosuri Avatar @gregosuri on X 2025-07-23 03:29:32 UTC 49.9K followers, 7431 engagements

"I asked Congress to bring AI home. Put data centers in houses power them with rooftop solar and accelerate decentralization. AI is the substrate of civilization. Its future must be built on freedom transparency and trust not surveillance and control. This is how we push humanity toward Kardashev Level X scaling intelligence with clean energy and open infrastructure. America must lead it shape it and share it. Akash is building distributed resilient and inclusive AI infrastructure rooted in American ingenuity powered by renewables and open to all. $AKT ❤"
@gregosuri Avatar @gregosuri on X 2025-05-28 01:37:57 UTC 49.9K followers, 38.5K engagements

"Breakthrough #3: Crypto Verification Open networks need trust. @gensynai's proofs check gradients with XX% overhead (vs 1000% for naive replication). This powers "train-to-earn" markets where anyone can contribute compute and be paid fairly"
@gregosuri Avatar @gregosuri on X 2025-07-23 21:49:28 UTC 49.9K followers, XXX engagements

"@fvd_explore Cash Flow model is a bit complicated. Buying a $10k computer and putting it at home is not feasible. As much as I love to give you a calculator our lawyers will frown about liability. Optimism has a price unfortunately"
@gregosuri Avatar @gregosuri on X 2025-07-25 16:16:19 UTC 49.9K followers, XX engagements

"@MarooKobayashi @Tesla Most likely we will use electric vehicles since the marginal cost of energy is zero. Fossil fuels make little sense here"
@gregosuri Avatar @gregosuri on X 2025-07-25 14:21:37 UTC 49.9K followers, XXX engagements

"@abruzuc That's a great camera good taste. The Vario-Summilux is a good lens but I highly recommend Leica primes. I have an M6 an M10 and an SL2. I love all of them. I started out with an Olympus M1 35mm film. Analog made me understand photography from first principles"
@gregosuri Avatar @gregosuri on X 2025-07-25 20:28:02 UTC 49.9K followers, XXX engagements

"Nvidia made XXX million H100s last year. The real GPU supply shock is coming"
@gregosuri Avatar @gregosuri on X 2025-07-22 22:06:04 UTC 49.9K followers, 4835 engagements

"Building DePIN networks one cable at a time"
@gregosuri Avatar @gregosuri on X 2025-07-25 23:19:03 UTC 49.9K followers, 2556 engagements

"I'm looking for a seasoned network engineer in Austin to help me design an AI-native house with: - Hundreds of sensors microphones and cameras connected with ultra low latency - An edge datacenter that can run state-of-the-art ML models that manages the home and partake in DePIN (Decentralized Physical Networks) - XXX kW rooftop solar with XXX megawatt battery and backup generators - X Gbps primary and secondary ISPs with satellite backup This will be a first-of-its-kind AI-native house built for the future. Who's up for it"
@gregosuri Avatar @gregosuri on X 2025-07-24 20:18:43 UTC 49.9K followers, 10.4K engagements

"Breakthrough #2: Async & Fault-Tolerance Synchronous SGD waits for every node which is throttled by stragglers. Asynchronous schemes let fast GPUs sprint while slow ones catch up later. Convergence proven with momentum tricks. Swarm parallelism re-shards work instantly when a node dies. Training continues mid-epoch with no tedious restart scripts. Reliability goes from "house of cards" to "self-healing mesh.""
@gregosuri Avatar @gregosuri on X 2025-07-23 21:49:28 UTC 49.9K followers, XXX engagements

"An auction-based system that's awarded by the applicant's tax contribution will not only make it prohibitively expensive to hire foreigners over Americans but also increase tax revenue. $500k compensation packages are not uncommon which will bring $250k in tax revenue. Free the H1B"
@gregosuri Avatar @gregosuri on X 2025-07-24 04:49:45 UTC 49.9K followers, 3148 engagements

"Example: @NousResearch DisTrO Compressed + infrequent sync cut traffic from XX GB to XX MB per step (857). Home broadband (100 Mbps) is suddenly viable for billion-param training"
@gregosuri Avatar @gregosuri on X 2025-07-23 21:49:27 UTC 49.9K followers, XXX engagements

"A SOTA opensource model dropped XX hours ago. Akash community created a template to deploy in XX seconds. $AKT ships"
@gregosuri Avatar @gregosuri on X 2025-07-22 16:57:15 UTC 49.9K followers, 6494 engagements

creator/twitter::16620786/posts
/creator/twitter::16620786/posts