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# ![@spheron Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1615705722095902722.png) @spheron Spheron Network

Spheron Network has partnered with Dawn Internet to integrate its permissionless compute network into Dawn's decentralized wireless infrastructure. The company is also making progress in the DePIN (Decentralized Physical Infrastructure Network) space, which has been recognized by the White House in its digital assets report. Spheron is positioning itself as a key player in the AI and Web3 ecosystem, providing decentralized and censorship-resistant compute infrastructure.

### Engagements: XXXXX [#](/creator/twitter::1615705722095902722/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1615705722095902722/c:line/m:interactions.svg)

- X Week XXXXXX -XX%
- X Month XXXXXXX +20%
- X Months XXXXXXXXX +210%
- X Year XXXXXXXXX -XX%

### Mentions: XX [#](/creator/twitter::1615705722095902722/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1615705722095902722/c:line/m:posts_active.svg)

- X Week XXX -XX%
- X Month XXX -XXXX%
- X Months XXX +51%
- X Year XXXXX +176%

### Followers: XXXXXXX [#](/creator/twitter::1615705722095902722/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1615705722095902722/c:line/m:followers.svg)

- X Week XXXXXXX -XXXX%
- X Month XXXXXXX -X%
- X Months XXXXXXX +147%
- X Year XXXXXXX +342%

### CreatorRank: XXXXXXX [#](/creator/twitter::1615705722095902722/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1615705722095902722/c:line/m:influencer_rank.svg)

### Social Influence [#](/creator/twitter::1615705722095902722/influence)
---

**Social category influence**
[cryptocurrencies](/list/cryptocurrencies)  XXX% [technology brands](/list/technology-brands)  XXXX% [stocks](/list/stocks)  XXXX% [currencies](/list/currencies)  XXXX% [social networks](/list/social-networks)  XXXX% [gaming](/list/gaming)  XXXX%

**Social topic influence**
[decentralized](/topic/decentralized) #371, [$spon](/topic/$spon) #1, [gpu](/topic/gpu) #1009, [future of](/topic/future-of) #1225, [infrastructure](/topic/infrastructure) #483, [gpus](/topic/gpus) 0.71%, [infra](/topic/infra) 0.48%, [web3](/topic/web3) 0.48%, [stack](/topic/stack) 0.48%, [power the](/topic/power-the) #47

**Top accounts mentioned or mentioned by**
[@spheronfdn](/creator/undefined) [@prashantxyz](/creator/undefined) [@blockchainbalak](/creator/undefined) [@wire_blockchain](/creator/undefined) [@base](/creator/undefined) [@wireblockchain](/creator/undefined) [@spheronfdns](/creator/undefined) [@tenprotocol](/creator/undefined) [@oasisprotocol](/creator/undefined) [@fluenceproject](/creator/undefined) [@arcanumventures](/creator/undefined) [@virtualsio](/creator/undefined) [@gavinchain](/creator/undefined) [@markowifk](/creator/undefined) [@morpheusais](/creator/undefined) [@replicatsai](/creator/undefined) [@burnieio](/creator/undefined) [@ionet](/creator/undefined) [@inferixgpu](/creator/undefined) [@swarmscorp](/creator/undefined)

**Top assets mentioned**
[bitsCrunch (BCUT)](/topic/$bcut) [Hundred Million (100M)](/topic/$100m) [Duolingo, Inc. Class A Common Stock (DUOL)](/topic/$duol)
### Top Social Posts [#](/creator/twitter::1615705722095902722/posts)
---
Top posts by engagements in the last XX hours

"$SPON goes live in X hours XX minutes"  
[X Link](https://x.com/spheron/status/1950076925482823925) [@spheron](/creator/x/spheron) 2025-07-29T06:12Z 152K followers, 65.9K engagements


"When the markets get tough we double down on building. 💪 Because AI DePIN Compute isnt a passing trend its the foundation of whats next"  
[X Link](https://x.com/spheron/status/1977094968360706473) [@spheron](/creator/x/spheron) 2025-10-11T19:32Z 151.6K followers, 5747 engagements


"While exploring arXivSub we came across a fascinating new paper from NVIDIA and it perfectly aligns with what weve been seeing across the ecosystem. NVIDIA is confident that the future of AI Agents will be driven by Small Language Models (SLMs) models under 10B parameters not the massive centralized LLMs dominating today. Heres a quick breakdown of their key arguments 👇 X Capability: Modern SLMs when designed and trained well are already powerful enough to handle most specialized agentic tasks. Models like Microsofts Phi NVIDIAs Nemotron-H and Hymba and DeepMinds RETRO deliver LLM-level"  
[X Link](https://x.com/spheron/status/1979777844914897176) [@spheron](/creator/x/spheron) 2025-10-19T05:13Z 151.6K followers, 3466 engagements


"@RyanSAdams remember DeFAI"  
[X Link](https://x.com/spheron/status/1979953710047568118) [@spheron](/creator/x/spheron) 2025-10-19T16:52Z 151.6K followers, XXX engagements


"Everyones talking about the energy cost of AI but almost no one is talking about its water cost. A small town in Washington recently revealed what Big Tech wont: data centers consumed XXX million gallons of water in just two years. AIs water footprint is massive and growing. Water is used not just to cool servers but also to produce the energy they run on. A single ChatGPT session can consume XXX millilitres of water for every few dozen prompts. Manufacturing AI hardware from chips to sensors adds another layer of impact through mining and semiconductor production both of which are highly"  
[X Link](https://x.com/spheron/status/1980138430056296779) [@spheron](/creator/x/spheron) 2025-10-20T05:06Z 151.6K followers, 1620 engagements


"Sam Altman has spent the last few weeks across Asia and the Middle East meeting with TSMC Samsung and UAE investors to raise billions for OpenAIs next phase of infrastructure. Compute is now being financed like energy or transport infra. When the worlds biggest AI company seeks funding from sovereigns and chipmakers its clear compute has become its own asset class. At @SpheronFDN were making that future decentralized and accessible where anyone can participate in the AI compute economy not just governments and tech giants. Democratizing compute. Powering the world"  
[X Link](https://x.com/spheron/status/1977728209803465083) [@spheron](/creator/x/spheron) 2025-10-13T13:28Z 151.6K followers, 12.7K engagements


"When the giants make moves like this its clear - the future belongs to compute. But traditional data centers cant handle it all. Thats where DePIN like @SpheronFDN steps in - filling the gaps with distributed community-powered compute built for the AI era. Source:"  
[X Link](https://x.com/spheron/status/1978741703004823762) [@spheron](/creator/x/spheron) 2025-10-16T08:35Z 151.6K followers, 2937 engagements


"@arbitrum always"  
[X Link](https://x.com/spheron/status/1980162198912806920) [@spheron](/creator/x/spheron) 2025-10-20T06:40Z 151.6K followers, XXX engagements


"$SPON is now LIVE"  
[X Link](https://x.com/spheron/status/1950121812094046355) [@spheron](/creator/x/spheron) 2025-07-29T09:10Z 151.7K followers, 181.9K engagements


"New quest drop with @bitsCrunch Were powering their AI + Web3 stack and now were powering the rewards too. Complete quests Win from 10000 $BCUT + 2500 $SPON Learn. Engage. Win. Tap into the Zealy sprint now"  
[X Link](https://x.com/spheron/status/1966746197101617574) [@spheron](/creator/x/spheron) 2025-09-13T06:10Z 152K followers, 5130 engagements


"GPU DePIN = the new compute economy. It unlocks fresh supply for the AI era solving the global compute bottleneck monetizing idle GPUs and creating the decentralized backbone for scalable intelligence. Spheron Network is at the heart of this shift. Turning distributed GPUs into a global compute layer for AI agents and Web3"  
[X Link](https://x.com/spheron/status/1976530522802114730) [@spheron](/creator/x/spheron) 2025-10-10T06:09Z 151.9K followers, 2731 engagements


"GPUs are on track to become a $274B market by 2029 a 4x surge in just four years. As compute becomes its own asset class the next challenge isnt just building it its scaling it efficiently and fairly. @SpheronFDN is leading this shift through DePIN-powered decentralized compue allowing anyone to contribute GPUs earn while contributing compute power and help power the next wave of AI innovation. Compute shouldnt be owned by a few; it should be powered by everyone. Source:"  
[X Link](https://x.com/spheron/status/1978005727471169967) [@spheron](/creator/x/spheron) 2025-10-14T07:51Z 151.7K followers, 2553 engagements


"Spheron is building the decentralized GPU Marketplace for the new on-chain AI economy right on @base. If youre a founder builder or researcher shaping the future of AI DePIN or compute wed love to build with you. Lets power the next wave of intelligence - open scalable and on-chain"  
[X Link](https://x.com/spheron/status/1978517225398059320) [@spheron](/creator/x/spheron) 2025-10-15T17:44Z 151.8K followers, 3706 engagements


"$SPON has completely dominated USD spending on the platform this month Were proving that DePIN + AI compute isnt just a narrative its a working economy. Real users. Real spend. Real growth"  
[X Link](https://x.com/spheron/status/1978690951708078438) [@spheron](/creator/x/spheron) 2025-10-16T05:14Z 151.9K followers, 3081 engagements


"But fingerprint checks permissioned calls and revenue-on-call all need reliable cost-effective censorship-resistant GPU compute (for inference fine-tuning attestation proofs and enclave-like workloads). Spheron supplies that decentralized GPU layer. Spherons GPUs power Sentients traceable monetizable model calls open cheaper and auditable. Spheron Decentralized GPUs enable scalable fingerprint checks & model provenance verification. Sentients TEEs + Spheron GPUs = secure high-performance zkML & proof generation Spherons marketplace makes Sentients per-call compute + revenue routing possible"  
[X Link](https://x.com/spheron/status/1980178428885139766) [@spheron](/creator/x/spheron) 2025-10-20T07:45Z 151.7K followers, XX engagements


"15 hours every day. X years of building. $100M+ in compute. Its a story of grit growth and purpose. This is the @SpheronFDN Journey. The $SPON flywheel begins today at 09:00 AM GMT"  
[X Link](https://x.com/spheron/status/1950059383930703917) [@spheron](/creator/x/spheron) 2025-07-29T05:02Z 151.6K followers, 228.7K engagements


"For years running powerful AI models meant relying on massive data centers and expensive cloud APIs. Thats changing fast. MiniCPM 4.1-8B by @OpenBMB is a new lightweight LLM that delivers state-of-the-art performance while running on regular computers and consumer GPUs. It matches models twice its size but uses a fraction of the resources. Think of it like this: instead of renting a semi-truck to move a sofa you now have a compact van that does the same job faster cheaper and smarter. Weve released a complete step-by-step guide to help you run and evaluate the model end-to-end on a"  
[X Link](https://x.com/spheron/status/1978099451316122105) [@spheron](/creator/x/spheron) 2025-10-14T14:03Z 151.6K followers, 4420 engagements


"What Makes MiniCPM 4.1-8B Special: Smart Attention (InfLLM v2): Reads only the important parts of the text XX% fewer tokens processed. Efficient Training: Trained on just 8T high-quality tokens (vs 36T for competitors). Two Modes: Choose between Fast (quick answers) and Deep (reasoned responses). Incredible Speed: X faster on edge devices when handling long documents. Performance Highlights: General Knowledge: 7581% Math (GSM8K): XXXX% Coding (HumanEval): XX% Reasoning (BBH): XXXX% All that in just X billion parameters"  
[X Link](https://x.com/spheron/status/1978099455690691069) [@spheron](/creator/x/spheron) 2025-10-14T14:03Z 151.6K followers, XXX engagements


"Absolutely couldnt agree more 👏 SLMs are the most overlooked shift in AI right now. Theyre faster cheaper easier to fine-tune and perfectly suited for the agentic era. At Spheron Network were already seeing a wave of builders deploying and scaling SLMs on decentralized GPUs running powerful specialized models without breaking the bank"  
[X Link](https://x.com/spheron/status/1979778553227940040) [@spheron](/creator/x/spheron) 2025-10-19T05:16Z 151.6K followers, XX engagements


"At @spheron we believe the future of compute must be sustainable distributed and efficient. By decentralizing GPU power across global nodes we reduce overconcentration optimize energy usage and help build a greener AI infrastructure one that doesnt drain our planets most vital resource. The next AI revolution isnt just about intelligence. its about sustainability"  
[X Link](https://x.com/spheron/status/1980138434175070602) [@spheron](/creator/x/spheron) 2025-10-20T05:06Z 151.6K followers, 1167 engagements


"A few weeks ago we shared our partnership announcement with @SentientAGI But lets dive deeper into why the @spheron Sentient partnership is a watershed moment for the decentralized AI economy and what it actually unlocks👇"  
[X Link](https://x.com/spheron/status/1980178421800915421) [@spheron](/creator/x/spheron) 2025-10-20T07:45Z 151.6K followers, 1490 engagements


"A single point of failure has always been one of the strongest arguments for DePIN and this news is the perfect example. An outage like this doesnt just hit one company; it impacts an entire ecosystem: Snapchat Fortnite Roblox Canva Duolingo and more. Decentralized infrastructure isnt just innovation its resilience by design. Source:"  
[X Link](https://x.com/spheron/status/1980239193348460799) [@spheron](/creator/x/spheron) 2025-10-20T11:46Z 151.6K followers, 1818 engagements


"The problem today is that open models lack clear ownership & monetization; centralized clouds add vendor lock-in opacity and high costs for inference training and enclave workloads. Result: models are hard to govern and expensive to run. Sentient is building Loyal AI - an open community-owned AI stack centered on OML (Open Monetizable Loyal) and model fingerprinting. OML + AI-native cryptography = model fingerprints on-chain ownership records permissioned invocation and revenue routing per-call. Thats governance and economics baked into models themselves"  
[X Link](https://x.com/spheron/status/1980178425244537311) [@spheron](/creator/x/spheron) 2025-10-20T07:45Z 151.6K followers, XX engagements


"The recent AWS outage hit the aviation industry hard grounding flights delaying schedules and leaving passengers stranded. When one airlines systems go down the ripple effect hits everyone even carriers that dont use AWS since airports share gates runways and queue systems. Incidents like this make one thing clear: If airlines continue relying solely on centralized infra theyre putting operational continuity at risk. Its time to consider decentralized compute as a backup layer resilient distributed and built to keep critical systems running when the cloud fails. Source:"  
[X Link](https://x.com/spheron/status/1980332137938038836) [@spheron](/creator/x/spheron) 2025-10-20T17:55Z 151.6K followers, XXX 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.]

@spheron Avatar @spheron Spheron Network

Spheron Network has partnered with Dawn Internet to integrate its permissionless compute network into Dawn's decentralized wireless infrastructure. The company is also making progress in the DePIN (Decentralized Physical Infrastructure Network) space, which has been recognized by the White House in its digital assets report. Spheron is positioning itself as a key player in the AI and Web3 ecosystem, providing decentralized and censorship-resistant compute infrastructure.

Engagements: XXXXX #

Engagements Line Chart

  • X Week XXXXXX -XX%
  • X Month XXXXXXX +20%
  • X Months XXXXXXXXX +210%
  • X Year XXXXXXXXX -XX%

Mentions: XX #

Mentions Line Chart

  • X Week XXX -XX%
  • X Month XXX -XXXX%
  • X Months XXX +51%
  • X Year XXXXX +176%

Followers: XXXXXXX #

Followers Line Chart

  • X Week XXXXXXX -XXXX%
  • X Month XXXXXXX -X%
  • X Months XXXXXXX +147%
  • X Year XXXXXXX +342%

CreatorRank: XXXXXXX #

CreatorRank Line Chart

Social Influence #


Social category influence cryptocurrencies XXX% technology brands XXXX% stocks XXXX% currencies XXXX% social networks XXXX% gaming XXXX%

Social topic influence decentralized #371, $spon #1, gpu #1009, future of #1225, infrastructure #483, gpus 0.71%, infra 0.48%, web3 0.48%, stack 0.48%, power the #47

Top accounts mentioned or mentioned by @spheronfdn @prashantxyz @blockchainbalak @wire_blockchain @base @wireblockchain @spheronfdns @tenprotocol @oasisprotocol @fluenceproject @arcanumventures @virtualsio @gavinchain @markowifk @morpheusais @replicatsai @burnieio @ionet @inferixgpu @swarmscorp

Top assets mentioned bitsCrunch (BCUT) Hundred Million (100M) Duolingo, Inc. Class A Common Stock (DUOL)

Top Social Posts #


Top posts by engagements in the last XX hours

"$SPON goes live in X hours XX minutes"
X Link @spheron 2025-07-29T06:12Z 152K followers, 65.9K engagements

"When the markets get tough we double down on building. 💪 Because AI DePIN Compute isnt a passing trend its the foundation of whats next"
X Link @spheron 2025-10-11T19:32Z 151.6K followers, 5747 engagements

"While exploring arXivSub we came across a fascinating new paper from NVIDIA and it perfectly aligns with what weve been seeing across the ecosystem. NVIDIA is confident that the future of AI Agents will be driven by Small Language Models (SLMs) models under 10B parameters not the massive centralized LLMs dominating today. Heres a quick breakdown of their key arguments 👇 X Capability: Modern SLMs when designed and trained well are already powerful enough to handle most specialized agentic tasks. Models like Microsofts Phi NVIDIAs Nemotron-H and Hymba and DeepMinds RETRO deliver LLM-level"
X Link @spheron 2025-10-19T05:13Z 151.6K followers, 3466 engagements

"@RyanSAdams remember DeFAI"
X Link @spheron 2025-10-19T16:52Z 151.6K followers, XXX engagements

"Everyones talking about the energy cost of AI but almost no one is talking about its water cost. A small town in Washington recently revealed what Big Tech wont: data centers consumed XXX million gallons of water in just two years. AIs water footprint is massive and growing. Water is used not just to cool servers but also to produce the energy they run on. A single ChatGPT session can consume XXX millilitres of water for every few dozen prompts. Manufacturing AI hardware from chips to sensors adds another layer of impact through mining and semiconductor production both of which are highly"
X Link @spheron 2025-10-20T05:06Z 151.6K followers, 1620 engagements

"Sam Altman has spent the last few weeks across Asia and the Middle East meeting with TSMC Samsung and UAE investors to raise billions for OpenAIs next phase of infrastructure. Compute is now being financed like energy or transport infra. When the worlds biggest AI company seeks funding from sovereigns and chipmakers its clear compute has become its own asset class. At @SpheronFDN were making that future decentralized and accessible where anyone can participate in the AI compute economy not just governments and tech giants. Democratizing compute. Powering the world"
X Link @spheron 2025-10-13T13:28Z 151.6K followers, 12.7K engagements

"When the giants make moves like this its clear - the future belongs to compute. But traditional data centers cant handle it all. Thats where DePIN like @SpheronFDN steps in - filling the gaps with distributed community-powered compute built for the AI era. Source:"
X Link @spheron 2025-10-16T08:35Z 151.6K followers, 2937 engagements

"@arbitrum always"
X Link @spheron 2025-10-20T06:40Z 151.6K followers, XXX engagements

"$SPON is now LIVE"
X Link @spheron 2025-07-29T09:10Z 151.7K followers, 181.9K engagements

"New quest drop with @bitsCrunch Were powering their AI + Web3 stack and now were powering the rewards too. Complete quests Win from 10000 $BCUT + 2500 $SPON Learn. Engage. Win. Tap into the Zealy sprint now"
X Link @spheron 2025-09-13T06:10Z 152K followers, 5130 engagements

"GPU DePIN = the new compute economy. It unlocks fresh supply for the AI era solving the global compute bottleneck monetizing idle GPUs and creating the decentralized backbone for scalable intelligence. Spheron Network is at the heart of this shift. Turning distributed GPUs into a global compute layer for AI agents and Web3"
X Link @spheron 2025-10-10T06:09Z 151.9K followers, 2731 engagements

"GPUs are on track to become a $274B market by 2029 a 4x surge in just four years. As compute becomes its own asset class the next challenge isnt just building it its scaling it efficiently and fairly. @SpheronFDN is leading this shift through DePIN-powered decentralized compue allowing anyone to contribute GPUs earn while contributing compute power and help power the next wave of AI innovation. Compute shouldnt be owned by a few; it should be powered by everyone. Source:"
X Link @spheron 2025-10-14T07:51Z 151.7K followers, 2553 engagements

"Spheron is building the decentralized GPU Marketplace for the new on-chain AI economy right on @base. If youre a founder builder or researcher shaping the future of AI DePIN or compute wed love to build with you. Lets power the next wave of intelligence - open scalable and on-chain"
X Link @spheron 2025-10-15T17:44Z 151.8K followers, 3706 engagements

"$SPON has completely dominated USD spending on the platform this month Were proving that DePIN + AI compute isnt just a narrative its a working economy. Real users. Real spend. Real growth"
X Link @spheron 2025-10-16T05:14Z 151.9K followers, 3081 engagements

"But fingerprint checks permissioned calls and revenue-on-call all need reliable cost-effective censorship-resistant GPU compute (for inference fine-tuning attestation proofs and enclave-like workloads). Spheron supplies that decentralized GPU layer. Spherons GPUs power Sentients traceable monetizable model calls open cheaper and auditable. Spheron Decentralized GPUs enable scalable fingerprint checks & model provenance verification. Sentients TEEs + Spheron GPUs = secure high-performance zkML & proof generation Spherons marketplace makes Sentients per-call compute + revenue routing possible"
X Link @spheron 2025-10-20T07:45Z 151.7K followers, XX engagements

"15 hours every day. X years of building. $100M+ in compute. Its a story of grit growth and purpose. This is the @SpheronFDN Journey. The $SPON flywheel begins today at 09:00 AM GMT"
X Link @spheron 2025-07-29T05:02Z 151.6K followers, 228.7K engagements

"For years running powerful AI models meant relying on massive data centers and expensive cloud APIs. Thats changing fast. MiniCPM 4.1-8B by @OpenBMB is a new lightweight LLM that delivers state-of-the-art performance while running on regular computers and consumer GPUs. It matches models twice its size but uses a fraction of the resources. Think of it like this: instead of renting a semi-truck to move a sofa you now have a compact van that does the same job faster cheaper and smarter. Weve released a complete step-by-step guide to help you run and evaluate the model end-to-end on a"
X Link @spheron 2025-10-14T14:03Z 151.6K followers, 4420 engagements

"What Makes MiniCPM 4.1-8B Special: Smart Attention (InfLLM v2): Reads only the important parts of the text XX% fewer tokens processed. Efficient Training: Trained on just 8T high-quality tokens (vs 36T for competitors). Two Modes: Choose between Fast (quick answers) and Deep (reasoned responses). Incredible Speed: X faster on edge devices when handling long documents. Performance Highlights: General Knowledge: 7581% Math (GSM8K): XXXX% Coding (HumanEval): XX% Reasoning (BBH): XXXX% All that in just X billion parameters"
X Link @spheron 2025-10-14T14:03Z 151.6K followers, XXX engagements

"Absolutely couldnt agree more 👏 SLMs are the most overlooked shift in AI right now. Theyre faster cheaper easier to fine-tune and perfectly suited for the agentic era. At Spheron Network were already seeing a wave of builders deploying and scaling SLMs on decentralized GPUs running powerful specialized models without breaking the bank"
X Link @spheron 2025-10-19T05:16Z 151.6K followers, XX engagements

"At @spheron we believe the future of compute must be sustainable distributed and efficient. By decentralizing GPU power across global nodes we reduce overconcentration optimize energy usage and help build a greener AI infrastructure one that doesnt drain our planets most vital resource. The next AI revolution isnt just about intelligence. its about sustainability"
X Link @spheron 2025-10-20T05:06Z 151.6K followers, 1167 engagements

"A few weeks ago we shared our partnership announcement with @SentientAGI But lets dive deeper into why the @spheron Sentient partnership is a watershed moment for the decentralized AI economy and what it actually unlocks👇"
X Link @spheron 2025-10-20T07:45Z 151.6K followers, 1490 engagements

"A single point of failure has always been one of the strongest arguments for DePIN and this news is the perfect example. An outage like this doesnt just hit one company; it impacts an entire ecosystem: Snapchat Fortnite Roblox Canva Duolingo and more. Decentralized infrastructure isnt just innovation its resilience by design. Source:"
X Link @spheron 2025-10-20T11:46Z 151.6K followers, 1818 engagements

"The problem today is that open models lack clear ownership & monetization; centralized clouds add vendor lock-in opacity and high costs for inference training and enclave workloads. Result: models are hard to govern and expensive to run. Sentient is building Loyal AI - an open community-owned AI stack centered on OML (Open Monetizable Loyal) and model fingerprinting. OML + AI-native cryptography = model fingerprints on-chain ownership records permissioned invocation and revenue routing per-call. Thats governance and economics baked into models themselves"
X Link @spheron 2025-10-20T07:45Z 151.6K followers, XX engagements

"The recent AWS outage hit the aviation industry hard grounding flights delaying schedules and leaving passengers stranded. When one airlines systems go down the ripple effect hits everyone even carriers that dont use AWS since airports share gates runways and queue systems. Incidents like this make one thing clear: If airlines continue relying solely on centralized infra theyre putting operational continuity at risk. Its time to consider decentralized compute as a backup layer resilient distributed and built to keep critical systems running when the cloud fails. Source:"
X Link @spheron 2025-10-20T17:55Z 151.6K followers, XXX engagements

@spheron
/creator/twitter::spheron