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Autonomys has a unique dynamic cost of storage model. When more storage is available, the cost of putting data on the network decreases. As storage fills and demand rises, the cost increases—making farming more lucrative and drawing in new farmers. The result: a self-adjusting equilibrium where supply and demand... show more

Autonomys | AI3.0

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48,398 次观看 • 10 个月前 •via X (Twitter)

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The Easiest Way Into Decentralized AI: Space Acres Powered by Proof-of-Archival-Storage, Autonomys | AI3.0 makes it simple for anyone to get involved. During the BitMart AMA, CEO Todd Ruoff | AI3.0 explained: 👉 “You need no tokens to get started. Just download the client, plot your drive, and off you go. This novel mechanism creates a tremendously decentralized and secure network, and as a byproduct of that security, we get storage — and that storage is what we think is going to be very useful going forward with AI and a lot of other applications.” 🎥 Watch the clip Start farming today:

The Easiest Way Into Decentralized AI: Space Acres Powered by Proof-of-Archival-Storage, Autonomys | AI3.0 makes it simple for anyone to get involved. During the BitMart AMA, CEO Todd Ruoff | AI3.0 explained: 👉 “You need no tokens to get started. Just download the client, plot your drive, and off you go. This novel mechanism creates a tremendously decentralized and secure network, and as a byproduct of that security, we get storage — and that storage is what we think is going to be very useful going forward with AI and a lot of other applications.” 🎥 Watch the clip Start farming today:

Autonomys | AI3.0

22,416 次观看 • 11 个月前

Autonomys is a purpose-built blockchain for AI infrastructure—a vertically integrated stack for decentralized storage and compute. ⛓️ Consensus: Built with the Substrate framework (sovereign L1, not part of Polkadot), powered by Proof-of-Archival-Storage. 🟦 Domains Architecture: Our modular execution layer for compute. The first Domain, Auto EVM, launched in July—permissionless smart contracts are live today. 🗺️ Roadmap: Permissionless instantiation of Domains, allowing developers to launch custom environments tailored to specific AI functions. Designed before AI became fashionable, Autonomys delivers the foundation that decentralized AI truly needs. 👉 Learn more:

Autonomys is a purpose-built blockchain for AI infrastructure—a vertically integrated stack for decentralized storage and compute. ⛓️ Consensus: Built with the Substrate framework (sovereign L1, not part of Polkadot), powered by Proof-of-Archival-Storage. 🟦 Domains Architecture: Our modular execution layer for compute. The first Domain, Auto EVM, launched in July—permissionless smart contracts are live today. 🗺️ Roadmap: Permissionless instantiation of Domains, allowing developers to launch custom environments tailored to specific AI functions. Designed before AI became fashionable, Autonomys delivers the foundation that decentralized AI truly needs. 👉 Learn more:

Autonomys | AI3.0

153,353 次观看 • 10 个月前

Marc Andreesen on why building companies will become more expensive in the AI Era. There's a notion that AI will help cut down costs and increase efficiency. However, Marc presented a strong counterargument by referencing Jevon's paradox. Jevon's paradox: The Jevon's paradox occurs when technological progress increases the efficiency with which a resource is used (reducing the amount necessary for any one use), but the falling cost of use induces increases in demand enough that resource use is increased, rather than reduced. He gave some eg of Jevon's Paradox: ->Building roads will only lead to more cars & resulting in traffic. ->CGI in hollywood was developed to reduce the cost of film making but people's expectation increased, so cost involved in CGI also increased. ->Coal consumption increased in Industrial Revolution when the coal prices decreased. He says,The paradox here making cost of a given piece of software would be reduced, but the massive surge of demand for more powerful softwares will actually increase the cost of building a software company. Customers will start seeking for more & more powerful features.

Marc Andreesen on why building companies will become more expensive in the AI Era. There's a notion that AI will help cut down costs and increase efficiency. However, Marc presented a strong counterargument by referencing Jevon's paradox. Jevon's paradox: The Jevon's paradox occurs when technological progress increases the efficiency with which a resource is used (reducing the amount necessary for any one use), but the falling cost of use induces increases in demand enough that resource use is increased, rather than reduced. He gave some eg of Jevon's Paradox: ->Building roads will only lead to more cars & resulting in traffic. ->CGI in hollywood was developed to reduce the cost of film making but people's expectation increased, so cost involved in CGI also increased. ->Coal consumption increased in Industrial Revolution when the coal prices decreased. He says,The paradox here making cost of a given piece of software would be reduced, but the massive surge of demand for more powerful softwares will actually increase the cost of building a software company. Customers will start seeking for more & more powerful features.

Aish

810,496 次观看 • 2 年前

.Alex Epstein says demand from AI and datacenters will likely lower the cost of energy: "New demand does not inherently increase electric prices. In fact, usually it decreases electricity prices because you have relatively the same amount of capital spending spread out over more different entities." "With any grid, you have the peak usage, and then you have the regular usage, and you very rarely hit peak. So when you have more demand, you're actually spreading out the cost among more." "One of the questions with AI is — what's the flexibility of the demand profile going to be? The more flexible it is, the less you need to increase the peak... The more you can use off-peak, the more you're actually lowering prices."

TBPN

21,223 次观看 • 7 个月前

Most $SUI holders know one thing about the token: total supply is capped at 10 billion. They have never read the mechanic that makes that cap matter. It is called the Storage Fund. And it is the most important thing in the $SUI tokenomics docs that nobody is talking about. Here is exactly how it works: Every time a transaction adds data to the Sui blockchain, the user pays a storage fee. That fee does not go to validators directly. It goes into the Storage Fund, a pool of SUI that never fully depletes. Here is where it gets interesting. The Storage Fund has its own stake in the network. It earns staking rewards the same way every other stakeholder does. Those rewards are then distributed to validators to compensate them for storing historical data. This solves a problem every other blockchain ignores: When a new validator joins Sui, they have to store all the historical data from transactions that happened before they existed. Why would a new validator pay to store someone else's old data? The Storage Fund pays them for it. Past users who created the storage requirements in the first place funded the pool. Future validators get compensated from that pool indefinitely. The fund pays out only the returns on its capital, never the principal. It cannot be drained. It is designed to survive forever. Now here is the part that directly connects to $SUI token value. The Sui docs state this explicitly: Deflation is a feature of Sui, not a bug. Here is why: Total supply is capped at 10 billion SUI. As network activity increases, more transactions are processed. More transactions mean more storage fees flowing into the Storage Fund. As the Storage Fund grows, it holds more SUI. More SUI held in the fund means less SUI in active circulation. Less circulating supply against the same or growing demand means the value of each SUI token increases. Network growth directly reduces circulating supply. That is not speculation. That is the economic model built into the protocol at the architecture level. One more detail worth knowing: If you delete data you stored on chain, you receive a partial refund of your original storage fees. The system charges for storage, rewards deletion, and compounds the fund's stake indefinitely. Most people holding $SUI today are pricing the speed narrative: The parallel transaction processing. The sub-second finality. The Move language safety. They have not started pricing the storage fund deflation mechanic. That gap between what the tokenomics actually does and what the market currently understands is where the long-term thesis lives. The people who read the docs always buy before the people who read the price.

Most $SUI holders know one thing about the token: total supply is capped at 10 billion. They have never read the mechanic that makes that cap matter. It is called the Storage Fund. And it is the most important thing in the $SUI tokenomics docs that nobody is talking about. Here is exactly how it works: Every time a transaction adds data to the Sui blockchain, the user pays a storage fee. That fee does not go to validators directly. It goes into the Storage Fund, a pool of SUI that never fully depletes. Here is where it gets interesting. The Storage Fund has its own stake in the network. It earns staking rewards the same way every other stakeholder does. Those rewards are then distributed to validators to compensate them for storing historical data. This solves a problem every other blockchain ignores: When a new validator joins Sui, they have to store all the historical data from transactions that happened before they existed. Why would a new validator pay to store someone else's old data? The Storage Fund pays them for it. Past users who created the storage requirements in the first place funded the pool. Future validators get compensated from that pool indefinitely. The fund pays out only the returns on its capital, never the principal. It cannot be drained. It is designed to survive forever. Now here is the part that directly connects to $SUI token value. The Sui docs state this explicitly: Deflation is a feature of Sui, not a bug. Here is why: Total supply is capped at 10 billion SUI. As network activity increases, more transactions are processed. More transactions mean more storage fees flowing into the Storage Fund. As the Storage Fund grows, it holds more SUI. More SUI held in the fund means less SUI in active circulation. Less circulating supply against the same or growing demand means the value of each SUI token increases. Network growth directly reduces circulating supply. That is not speculation. That is the economic model built into the protocol at the architecture level. One more detail worth knowing: If you delete data you stored on chain, you receive a partial refund of your original storage fees. The system charges for storage, rewards deletion, and compounds the fund's stake indefinitely. Most people holding $SUI today are pricing the speed narrative: The parallel transaction processing. The sub-second finality. The Move language safety. They have not started pricing the storage fund deflation mechanic. That gap between what the tokenomics actually does and what the market currently understands is where the long-term thesis lives. The people who read the docs always buy before the people who read the price.

2xnmore

47,695 次观看 • 3 个月前

NEW: Iran is drawing a hard line in nuclear talks, insisting its enriched uranium must stay inside the country. That demand is now fueling new friction in negotiations with the U.S., as President Trump signals the ceasefire could end if Tehran refuses a deal. Aishah Hasnie has the latest as gas prices climb and voters grow more anxious about the cost of living.

NEW: Iran is drawing a hard line in nuclear talks, insisting its enriched uranium must stay inside the country. That demand is now fueling new friction in negotiations with the U.S., as President Trump signals the ceasefire could end if Tehran refuses a deal. Aishah Hasnie has the latest as gas prices climb and voters grow more anxious about the cost of living.

Fox News

641,272 次观看 • 3 个月前

$Voltair (Voltair) is building the world's first global network of autonomous drones for Earth observation. Utility, rail, telecom inspections for a fraction of the cost, then weather, insurance, and more. On-demand data on the physical world. Congrats on the launch, Hayden, Avi, Ronan, and Warren!$

Voltair (Voltair) is building the world's first global network of autonomous drones for Earth observation. Utility, rail, telecom inspections for a fraction of the cost, then weather, insurance, and more. On-demand data on the physical world. Congrats on the launch, Hayden, Avi, Ronan, and Warren!

Y Combinator

173,490 次观看 • 5 个月前

$WDC CEO says storage demand and requirement compound and grow whether AI runs on US frontier models or cheaper open-source ones. "Whether it's the traditional frontier models that you've seen in the U.S. that are premium-based, or some of the new open-source, more economical models, the underlying requirement is still that they're going to require a lot of data to support the training of these models." "These models are going to generate a lot more data that requires storage for us." "So we view it as very positive, because even as compute maybe drives greater efficiency in terms of compute and memory resources, the requirement for storage is just going to compound and grow." "So we view it very positively for demand going forward."

$WDC CEO says storage demand and requirement compound and grow whether AI runs on US frontier models or cheaper open-source ones. "Whether it's the traditional frontier models that you've seen in the U.S. that are premium-based, or some of the new open-source, more economical models, the underlying requirement is still that they're going to require a lot of data to support the training of these models." "These models are going to generate a lot more data that requires storage for us." "So we view it as very positive, because even as compute maybe drives greater efficiency in terms of compute and memory resources, the requirement for storage is just going to compound and grow." "So we view it very positively for demand going forward."

Fireside Alpha

11,921 次观看 • 28 天前

Demand Raised in Rajya Sabha to Restore Khadakwasla Dam’s Storage Capacity for Pune’s Water Security! The Khadakwasla Dam, which is crucial for the water supply of Pune city and its surrounding areas, has lost more than half of its original storage capacity due to heavy silt accumulation. While the dam originally had a storage capacity of approximately 3.75 TMC, the extensive accumulation of silt has reduced its current storage capacity to nearly 1.75 TMC. Considering Pune’s growing population, rapid urbanisation and increasing water requirements in the future, this decline in storage capacity is a serious concern for the city’s long-term water security. The impact could be particularly significant during periods of low rainfall. Therefore, I raised the demand in the House that the Central Government should issue necessary directions to restore the storage capacity of the Khadakwasla reservoir, by considering measures such as scientific desilting, watershed restoration, effective silt management, and modernisation of the reservoir. Narendra Modi Amit Shah Nitin Nabin C R Paatil Kiren Rijiju Devendra Fadnavis Ravindra Chavan #khadakwasladam #khadakwasla #pune #punecity #WaterManagement

Demand Raised in Rajya Sabha to Restore Khadakwasla Dam’s Storage Capacity for Pune’s Water Security! The Khadakwasla Dam, which is crucial for the water supply of Pune city and its surrounding areas, has lost more than half of its original storage capacity due to heavy silt accumulation. While the dam originally had a storage capacity of approximately 3.75 TMC, the extensive accumulation of silt has reduced its current storage capacity to nearly 1.75 TMC. Considering Pune’s growing population, rapid urbanisation and increasing water requirements in the future, this decline in storage capacity is a serious concern for the city’s long-term water security. The impact could be particularly significant during periods of low rainfall. Therefore, I raised the demand in the House that the Central Government should issue necessary directions to restore the storage capacity of the Khadakwasla reservoir, by considering measures such as scientific desilting, watershed restoration, effective silt management, and modernisation of the reservoir. Narendra Modi Amit Shah Nitin Nabin C R Paatil Kiren Rijiju Devendra Fadnavis Ravindra Chavan #khadakwasladam #khadakwasla #pune #punecity #WaterManagement

Dr. Medha Kulkarni

18,412 次观看 • 23 天前

Meet the Shelby Explorer. Every blob. Every event. Updated the moment it hits the network. Watch data move, settle, and scale in real time. This is decentralized storage, transparent by design.

Meet the Shelby Explorer. Every blob. Every event. Updated the moment it hits the network. Watch data move, settle, and scale in real time. This is decentralized storage, transparent by design.

Shelby

168,826 次观看 • 7 个月前

🇺🇸 JUST IN: Lockheed Martin has unveiled the PAC 3 ACE, a lower cost Patriot interceptor designed to expand affordable air and missile defense capabilities against a range of aerial threats. The new interceptor is expected to cost less than half the price of the current PAC 3 MSE, addressing growing demand for more cost effective air defense solutions.

🇺🇸 JUST IN: Lockheed Martin has unveiled the PAC 3 ACE, a lower cost Patriot interceptor designed to expand affordable air and missile defense capabilities against a range of aerial threats. The new interceptor is expected to cost less than half the price of the current PAC 3 MSE, addressing growing demand for more cost effective air defense solutions.

Defense Intelligence

10,860 次观看 • 1 个月前

What happens when mobile manipulators go on a grid❓ This week Brightpick announced Gridpicker, its new robotic system for high-throughput applications. Combining AI-powered mobile manipulation with a high-density grid design, Gridpicker achieves up to 2x the throughput of shuttle systems at 40% lower cost and using 5x less labor. Most fascinating: The cost of Gridpicker DECREASES as automation increases 🤯 Traditional systems separate storage and picking. If you want more robotic picking, you add expensive robotic cells, more infrastructure, and more complexity. Gridpicker was designed differently: Each robot both retrieves items and picks them. The greater the share of robotically pickable items: The more productive each robot becomes The fewer robots are needed The lower the cost per order That means progress in AI and VLAs directly translate into better system economics over time. Hats off to Jan Zizka that! 👏 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

What happens when mobile manipulators go on a grid❓ This week Brightpick announced Gridpicker, its new robotic system for high-throughput applications. Combining AI-powered mobile manipulation with a high-density grid design, Gridpicker achieves up to 2x the throughput of shuttle systems at 40% lower cost and using 5x less labor. Most fascinating: The cost of Gridpicker DECREASES as automation increases 🤯 Traditional systems separate storage and picking. If you want more robotic picking, you add expensive robotic cells, more infrastructure, and more complexity. Gridpicker was designed differently: Each robot both retrieves items and picks them. The greater the share of robotically pickable items: The more productive each robot becomes The fewer robots are needed The lower the cost per order That means progress in AI and VLAs directly translate into better system economics over time. Hats off to Jan Zizka that! 👏 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

29,457 次观看 • 5 个月前

Kenya must liberalise Power production for Manufacturing and high Tech Industries to grow. Our Country can easily be a hub of Data Centres and take advantage of the current and growing high demand for energy as a result of technology uptake. The entrenched patronage in Power Purchase Agreements and Independence Power Production only benefits the producers and the cost is shouldered by the entire Economy. Part of the cost being political rent. We must rethink Power Production, Manufacturing and Technology. We are African and Africa is our Business..

Kenya must liberalise Power production for Manufacturing and high Tech Industries to grow. Our Country can easily be a hub of Data Centres and take advantage of the current and growing high demand for energy as a result of technology uptake. The entrenched patronage in Power Purchase Agreements and Independence Power Production only benefits the producers and the cost is shouldered by the entire Economy. Part of the cost being political rent. We must rethink Power Production, Manufacturing and Technology. We are African and Africa is our Business..

Ndindi Nyoro

112,567 次观看 • 6 个月前

We’re introducing new measures to lower the cost of groceries and essentials, by strengthening supply chains, supporting producers, and putting more money back in Canadians’ pockets.

We’re introducing new measures to lower the cost of groceries and essentials, by strengthening supply chains, supporting producers, and putting more money back in Canadians’ pockets.

Liberal Party

55,572 次观看 • 7 个月前

Check out Tusky, SuiFam! Tusky is a decentralized storage solution built on Walrus 🦭/acc to make storage management and data ownership wayy better. In our SuiLight episode, we had @_pas_cal explain how Tusky is powering the future of storage.

Check out Tusky, SuiFam! Tusky is a decentralized storage solution built on Walrus 🦭/acc to make storage management and data ownership wayy better. In our SuiLight episode, we had @_pas_cal explain how Tusky is powering the future of storage.

Sui Community Official

74,732 次观看 • 1 年前

🚀 Arweave: The Epic Journey Towards Timeless Data Storage Embark on a journey with me as we unravel the marvel that is Arweave, a project meticulously crafted to safeguard data for an eternity without compromise. Let's dive into the intricacies that make this revolutionary endeavor a beacon of #permanence . 🌐 How Does #Arweave Achieve Timeless Data Storage? ✨ Cryptographic Proofs: Imagine a world where data integrity is not just a promise but a #cryptographic reality. Arweave's #foundation lies in cryptographic proofs, ensuring that every new block added to the network is not just stored but validated with unyielding certainty. 🏰 Storage Endowment: Arweave doesn't just store data; it endows it with longevity. Through a groundbreaking approach, data stored on Arweave is prepaid for 20 replicas spanning the next 200 years. This is not a mere estimate; it's a conservative projection, fortifying Arweave's commitment to #securing your data for the long term. 💡 Incentivized Evolution: The #world evolves, and so does Arweave. The #protocol is open, ready for change, and embraces an incentivized evolution model. Arweave positions itself not just as a #platform but as a versatile framework, encouraging innovative forks rewarded through a fair fork methodology. The beauty lies in the compatibility of these forks at the protocol layer, fostering cooperation over competition. 🌍 Unified Dataset for Permanence: Arweave isn't just about storing data; it's about unity. The encouragement of forks aligns seamlessly with the mission of permanent data storage. Keeping the dataset unified is in everyone's best interest, ensuring a collective stride towards a future where data stands the test of time. 🔍 Breaking It Down: Cryptographic Proofs: Ensuring the replication and secure storage of substantial parts of the Arweave dataset. Storage Endowment: A commitment to safeguarding data for a minimum of 200 years. Innovative Forks: Encouraging a continuous stream of innovation for permanent data storage. 📖 For those seeking a deeper understanding, explore DRAFT 17. Delve into the intricacies of Arweave's design, where proofs drive replication, the endowment fortifies storage, and the approach to forks sparks innovation. Join us on this odyssey towards a future where your data remains eternally secure and unaltered. Türkçe için : Arweave Ecosystem Only Arweave ar.io WeaveVM is now Load Network (@useload)

🚀 Arweave: The Epic Journey Towards Timeless Data Storage Embark on a journey with me as we unravel the marvel that is Arweave, a project meticulously crafted to safeguard data for an eternity without compromise. Let's dive into the intricacies that make this revolutionary endeavor a beacon of #permanence . 🌐 How Does #Arweave Achieve Timeless Data Storage? ✨ Cryptographic Proofs: Imagine a world where data integrity is not just a promise but a #cryptographic reality. Arweave's #foundation lies in cryptographic proofs, ensuring that every new block added to the network is not just stored but validated with unyielding certainty. 🏰 Storage Endowment: Arweave doesn't just store data; it endows it with longevity. Through a groundbreaking approach, data stored on Arweave is prepaid for 20 replicas spanning the next 200 years. This is not a mere estimate; it's a conservative projection, fortifying Arweave's commitment to #securing your data for the long term. 💡 Incentivized Evolution: The #world evolves, and so does Arweave. The #protocol is open, ready for change, and embraces an incentivized evolution model. Arweave positions itself not just as a #platform but as a versatile framework, encouraging innovative forks rewarded through a fair fork methodology. The beauty lies in the compatibility of these forks at the protocol layer, fostering cooperation over competition. 🌍 Unified Dataset for Permanence: Arweave isn't just about storing data; it's about unity. The encouragement of forks aligns seamlessly with the mission of permanent data storage. Keeping the dataset unified is in everyone's best interest, ensuring a collective stride towards a future where data stands the test of time. 🔍 Breaking It Down: Cryptographic Proofs: Ensuring the replication and secure storage of substantial parts of the Arweave dataset. Storage Endowment: A commitment to safeguarding data for a minimum of 200 years. Innovative Forks: Encouraging a continuous stream of innovation for permanent data storage. 📖 For those seeking a deeper understanding, explore DRAFT 17. Delve into the intricacies of Arweave's design, where proofs drive replication, the endowment fortifies storage, and the approach to forks sparks innovation. Join us on this odyssey towards a future where your data remains eternally secure and unaltered. Türkçe için : Arweave Ecosystem Only Arweave ar.io WeaveVM is now Load Network (@useload)

𝚊𝚛://𝚟𝚎𝚟𝚒𝚟𝚘 🐘

26,390 次观看 • 2 年前

Bigint Sentinels will be minted with the Dynamic Mint System. Dynamic mint is currently a unique mint system and will be implemented for the first time on Apechain in the Bigint Sentinels mint. During minting, the price starts at a certain price and gradually increases as users mint and demand increases, up to a predetermined ceiling price. If demand for the mint decreases, the price gradually decreases to a predetermined floor price. This process repeats itself until a fair mint price is found.

Bigint Sentinels will be minted with the Dynamic Mint System. Dynamic mint is currently a unique mint system and will be implemented for the first time on Apechain in the Bigint Sentinels mint. During minting, the price starts at a certain price and gradually increases as users mint and demand increases, up to a predetermined ceiling price. If demand for the mint decreases, the price gradually decreases to a predetermined floor price. This process repeats itself until a fair mint price is found.

BigInt

11,689 次观看 • 1 年前

Apple is preparing to raise prices to cover the increasing cost of memory and storage chips Apple says this is unavoidable as AI data centers drive a higher demand for the chips ‘Industry analysts expect Apple to release its first foldable iPhone alongside other updated models in September’ I dis some research and found the current speculation for pricing increases in the top models for IPhone 18 would be an additional $200–$270+ The new foldable iPhone could likely start at $2,000–$2,500+ depending on specs I have included image of what the newest leaks of the phone could look like

Apple is preparing to raise prices to cover the increasing cost of memory and storage chips Apple says this is unavoidable as AI data centers drive a higher demand for the chips ‘Industry analysts expect Apple to release its first foldable iPhone alongside other updated models in September’ I dis some research and found the current speculation for pricing increases in the top models for IPhone 18 would be an additional $200–$270+ The new foldable iPhone could likely start at $2,000–$2,500+ depending on specs I have included image of what the newest leaks of the phone could look like

Wall Street Apes

47,064 次观看 • 2 个月前