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A chess game is showing what Kaspa's new proof opcodes actually do A testnet demo runs full multiplayer chess directly on Layer 1. The rules execute off-chain inside a RISC Zero virtual machine, then compress into one small proof that every Kaspa node checks. Illegal moves get rejected by...

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49,103 次观看 • 4 天前 •via X (Twitter)

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We made a multiplayer board game with every move verifiable on-chain! Presenting on-chain Chess ♟️✨ Another entry in the "Proof of Gameplay" series. Built using the Stackr Labs SDK, this is an app-specific rollup with just 1 purpose, validating chess moves in its state machine
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We made a multiplayer board game with every move verifiable on-chain! Presenting on-chain Chess ♟️✨ Another entry in the "Proof of Gameplay" series. Built using the Stackr Labs SDK, this is an app-specific rollup with just 1 purpose, validating chess moves in its state machine

Kautuk | Conscious Engines

10,767 次观看 • 1 年前

⚡️MAJOR UPGRADE: KASPA SET FOR "TOCCATA" HARD FORK Kaspa (Kaspa) is gearing up for the Toccata hard fork, a major upgrade that adds powerful covenants via extended opcodes and enables based zk apps with verifiers like Groth16 and RISC Zero. This brings native L1 programmability and partitioned sequencing to Kaspa’s blockDAG, unlocking canonical bridging, stateful multi-contract flows, and proving costs that scale directly with app activity instead of the entire network. The original May 5 activation has moved to June 5–20, 2026, to finalize the sequencing architecture for full stability. Feature freeze hits April 15, followed by testnet validation and mainnet node upgrades. Toccata sets the stage for the next era of scalable, expressive blockchain tech on Kaspa.
0:30

⚡️MAJOR UPGRADE: KASPA SET FOR "TOCCATA" HARD FORK Kaspa (Kaspa) is gearing up for the Toccata hard fork, a major upgrade that adds powerful covenants via extended opcodes and enables based zk apps with verifiers like Groth16 and RISC Zero. This brings native L1 programmability and partitioned sequencing to Kaspa’s blockDAG, unlocking canonical bridging, stateful multi-contract flows, and proving costs that scale directly with app activity instead of the entire network. The original May 5 activation has moved to June 5–20, 2026, to finalize the sequencing architecture for full stability. Feature freeze hits April 15, followed by testnet validation and mainnet node upgrades. Toccata sets the stage for the next era of scalable, expressive blockchain tech on Kaspa.

BSCN

15,518 次观看 • 3 个月前

Live Demo: On-Chain Chess on QF Network Check out this example smart contract from our team - a fully functional chess game running as a smart contract on QF Network. What you're seeing: -Complete chess game logic implemented in PolkaVM smart contracts -Two players (Alice & Bob) making moves in real-time -Game board state displayed through blockchain node logs using our native print function -Interactive script allowing players to create games, join, and make moves Key Technical Highlights: Real-time gameplay: Notice how quickly the board updates after each move - almost instantly thanks to QF Network's fast block times No UI stuttering: The rapid state changes demonstrate QF's capability for realtime multiplayer gaming Developer debugging: The game board visualization in logs showcases our developer tools in action Why This Matters: This isn't just a cool demo - it proves QF can handle complex, interactive applications that require fast state updates. Traditional blockchains would struggle with the responsiveness needed for games as a smart contract, but QF's optimized architecture makes it possible. Though simple, this example showcases the potential for breakthrough applications that weren't feasible on traditional blockchains.
4:30

Live Demo: On-Chain Chess on QF Network Check out this example smart contract from our team - a fully functional chess game running as a smart contract on QF Network. What you're seeing: -Complete chess game logic implemented in PolkaVM smart contracts -Two players (Alice & Bob) making moves in real-time -Game board state displayed through blockchain node logs using our native print function -Interactive script allowing players to create games, join, and make moves Key Technical Highlights: Real-time gameplay: Notice how quickly the board updates after each move - almost instantly thanks to QF Network's fast block times No UI stuttering: The rapid state changes demonstrate QF's capability for realtime multiplayer gaming Developer debugging: The game board visualization in logs showcases our developer tools in action Why This Matters: This isn't just a cool demo - it proves QF can handle complex, interactive applications that require fast state updates. Traditional blockchains would struggle with the responsiveness needed for games as a smart contract, but QF's optimized architecture makes it possible. Though simple, this example showcases the potential for breakthrough applications that weren't feasible on traditional blockchains.

QF Network

34,035 次观看 • 1 年前

🚨 NEW Podcast w Proof of Works Full Youtube link - Proof of Works building a groundbreaking fully on-chain hiring, payroll, and reputation platform built on Kacper Sulisz's EVM layer. Created by the Kasper the Ghost of Kaspa team Alberto.kas 👻 Jonathan Rivera andrew.kas 👻 for the #KASPA community. Proof of Works is building the future of work where every job, every payment, and every professional achievement is provably fair and permanently recorded on-chain. Discover how Proof of Works is revolutionizing remote work and enabling on-chain reputation, along with tackling real-world challenges like unemployment. Hear about their journey into $KAS and their exciting initiatives like university events in Nigeria. Plus, get bold predictions for Kaspa’s future as a leader in crypto and DeFi! -------------------- This video is for educational purposes only and not financial advice. Always conduct your own research before engaging with blockchain projects or investments. #kaspa #kaspacurrency #kaspaupdates #kaspatoken #kaspaecosystem #kaspanews #kaspausdt #kaspaProofofworks #Pows #Proofofworks #kaspaupdates #kaslatest
1:32

🚨 NEW Podcast w Proof of Works Full Youtube link - Proof of Works building a groundbreaking fully on-chain hiring, payroll, and reputation platform built on Kacper Sulisz's EVM layer. Created by the Kasper the Ghost of Kaspa team Alberto.kas 👻 Jonathan Rivera andrew.kas 👻 for the #KASPA community. Proof of Works is building the future of work where every job, every payment, and every professional achievement is provably fair and permanently recorded on-chain. Discover how Proof of Works is revolutionizing remote work and enabling on-chain reputation, along with tackling real-world challenges like unemployment. Hear about their journey into $KAS and their exciting initiatives like university events in Nigeria. Plus, get bold predictions for Kaspa’s future as a leader in crypto and DeFi! -------------------- This video is for educational purposes only and not financial advice. Always conduct your own research before engaging with blockchain projects or investments. #kaspa #kaspacurrency #kaspaupdates #kaspatoken #kaspaecosystem #kaspanews #kaspausdt #kaspaProofofworks #Pows #Proofofworks #kaspaupdates #kaslatest

XXIM Podcast

38,223 次观看 • 1 年前

What if blockchains didn’t just scale, but spoke the same language? Boundless is making that real with Mainnet Beta and The Signal, a universal proof layer broadcasting Ethereum state across chains. This isn’t some vague vision. It’s live. Here’s how it works: • Anyone can request a proof → each one strengthens The Signal • Provers earn directly by running nodes and generating proofs • Communities vote to decide which chain gets integrated next It’s a new kind of interoperability where computation is verifiable, incentives are aligned, and blockchains become part of a shared ZK fabric. This is what connected infrastructure looks like. Explore more here
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What if blockchains didn’t just scale, but spoke the same language? Boundless is making that real with Mainnet Beta and The Signal, a universal proof layer broadcasting Ethereum state across chains. This isn’t some vague vision. It’s live. Here’s how it works: • Anyone can request a proof → each one strengthens The Signal • Provers earn directly by running nodes and generating proofs • Communities vote to decide which chain gets integrated next It’s a new kind of interoperability where computation is verifiable, incentives are aligned, and blockchains become part of a shared ZK fabric. This is what connected infrastructure looks like. Explore more here

Jaymz.eth

14,441 次观看 • 1 年前

Rajon Rondo closed his AAU timeout by preaching one thing — play off two feet. Not a play. Not a trick. Just jump stops. And watching his son Pierre and his teammates execute it is all the proof you need that this concept works at every single level of the game. The jump stop puts you in control. Not the defense.
1:20

Rajon Rondo closed his AAU timeout by preaching one thing — play off two feet. Not a play. Not a trick. Just jump stops. And watching his son Pierre and his teammates execute it is all the proof you need that this concept works at every single level of the game. The jump stop puts you in control. Not the defense.

Bryce Butler

726,230 次观看 • 2 个月前

Graph Convolutional Network by hand ✍️ ~ 12 steps walkthrough below Graph Convolutional Networks (GCNs), introduced by Thomas Kipf and Max Welling in 2017, are the tool for data shaped like a graph: social networks, recommendations, biological networks, drug discovery, molecular chemistry. I drew and calculated a simple GCN entirely by hand. Goal: run a two-layer GCN, then a small classifier, on a five-node graph, filling in every cell yourself. 1. Given A graph of five nodes, A to E, with edges between some of them. 2. Adjacency matrix (neighbors) Put a 1 wherever two nodes share an edge, in both directions. 3. Adjacency matrix (self) Add 1s down the diagonal, one self-loop per node. That is just adding the identity matrix. 4. Messages Multiply each node's embedding by the weights and biases, then ReLU. Negatives become 0. 5. Pooling Multiply the messages by the adjacency matrix. Each node gathers the messages of its neighbours and itself. 6. Visualize Node A pools [3,0,1] + [1,0,0] = [4,0,1]. 7. Second GCN layer Messages again: weights, biases, ReLU. 8. Pooling again Pool over each node and its neighbours, once more. 9. Visualize Node C pools [1,2,4] + [1,3,5] + [0,0,1] = [2,5,10]. 10. Fully connected layer Weights, biases, ReLU. This time there are no neighbours to pool, just the node itself. 11. Linear layer One more: weights and biases. 12. Sigmoid Squash each score to a probability (≥ 3 → 1, 0 → 0.5, ≤ -3 → 0). That is the classification for each node. You have just classified every node in the graph by hand. ✍️ The outputs: A: 0 (very unlikely) B: 1 (very likely) C: 1 (very likely) D: 1 (very likely) E: 0.5 (neutral) The takeaway: a GCN layer is two parts. The top part pools each node with its neighbours through the adjacency matrix. The bottom part is an MLP that transforms each node on its own. A transformer layer has the same two parts, with an attention matrix where the adjacency matrix was. Both matrices do one job, mixing across positions: attention over tokens, adjacency over nodes. In my class I call the GCN the transformer's little cousin: a bit more stubborn, because its attention is fixed by the graph rather than computed from Q, K, and V. Draw the two side by side and the resemblance is hard to miss. 💾 Save this post! #AIbyHand #GraphNeuralNetworks #DeepLearning
0:23

Graph Convolutional Network by hand ✍️ ~ 12 steps walkthrough below Graph Convolutional Networks (GCNs), introduced by Thomas Kipf and Max Welling in 2017, are the tool for data shaped like a graph: social networks, recommendations, biological networks, drug discovery, molecular chemistry. I drew and calculated a simple GCN entirely by hand. Goal: run a two-layer GCN, then a small classifier, on a five-node graph, filling in every cell yourself. 1. Given A graph of five nodes, A to E, with edges between some of them. 2. Adjacency matrix (neighbors) Put a 1 wherever two nodes share an edge, in both directions. 3. Adjacency matrix (self) Add 1s down the diagonal, one self-loop per node. That is just adding the identity matrix. 4. Messages Multiply each node's embedding by the weights and biases, then ReLU. Negatives become 0. 5. Pooling Multiply the messages by the adjacency matrix. Each node gathers the messages of its neighbours and itself. 6. Visualize Node A pools [3,0,1] + [1,0,0] = [4,0,1]. 7. Second GCN layer Messages again: weights, biases, ReLU. 8. Pooling again Pool over each node and its neighbours, once more. 9. Visualize Node C pools [1,2,4] + [1,3,5] + [0,0,1] = [2,5,10]. 10. Fully connected layer Weights, biases, ReLU. This time there are no neighbours to pool, just the node itself. 11. Linear layer One more: weights and biases. 12. Sigmoid Squash each score to a probability (≥ 3 → 1, 0 → 0.5, ≤ -3 → 0). That is the classification for each node. You have just classified every node in the graph by hand. ✍️ The outputs: A: 0 (very unlikely) B: 1 (very likely) C: 1 (very likely) D: 1 (very likely) E: 0.5 (neutral) The takeaway: a GCN layer is two parts. The top part pools each node with its neighbours through the adjacency matrix. The bottom part is an MLP that transforms each node on its own. A transformer layer has the same two parts, with an attention matrix where the adjacency matrix was. Both matrices do one job, mixing across positions: attention over tokens, adjacency over nodes. In my class I call the GCN the transformer's little cousin: a bit more stubborn, because its attention is fixed by the graph rather than computed from Q, K, and V. Draw the two side by side and the resemblance is hard to miss. 💾 Save this post! #AIbyHand #GraphNeuralNetworks #DeepLearning

Tom Yeh

16,744 次观看 • 15 天前

I'm going to teach the entire server how to play by making a full guide on each lane during off-season before I lose my mind. What is wrong with Junglers on this server? Why do players full clear every single game and then gank ungankable lanes and type mid gap?
1:17

I'm going to teach the entire server how to play by making a full guide on each lane during off-season before I lose my mind. What is wrong with Junglers on this server? Why do players full clear every single game and then gank ungankable lanes and type mid gap?

Christopher Lee

91,707 次观看 • 2 年前

The Devil thinks he's already won... In 1831, the German artist Friedrich August Moritz Retzsch created a painting called "Checkmate." It portrays a chess game between a young man and the Devil, with the man's soul at stake. The Devil sits confidently. The young man stares at the board, convinced everything is lost. The scene appears final. But the story surrounding this painting took a remarkable turn years later... According to a well-known anecdote first recorded in the late 19th century, the legendary American chess master Paul Morphy once studied a copy of the painting. He examined the board and came to a startling conclusion: the game was not over. The young man was not in checkmate. Hidden within the position was still a move — one that could escape the trap and turn the game against the Devil. Morphy, one of the greatest chess minds who ever lived, showed that the apparently lost game could still be won. What once looked like the moment of inevitable defeat became a reminder that despair can be an illusion... The chessboard in Retzsch's painting came to symbolize life itself. Sometimes the position looks hopeless. Every move seems blocked. The enemy appears to have already won. But the lesson is simple: Look again. There may still be a move left. And the move that saves everything is often the one no one else could see. Even when the board looks lost, the game may not be over...
0:40

The Devil thinks he's already won... In 1831, the German artist Friedrich August Moritz Retzsch created a painting called "Checkmate." It portrays a chess game between a young man and the Devil, with the man's soul at stake. The Devil sits confidently. The young man stares at the board, convinced everything is lost. The scene appears final. But the story surrounding this painting took a remarkable turn years later... According to a well-known anecdote first recorded in the late 19th century, the legendary American chess master Paul Morphy once studied a copy of the painting. He examined the board and came to a startling conclusion: the game was not over. The young man was not in checkmate. Hidden within the position was still a move — one that could escape the trap and turn the game against the Devil. Morphy, one of the greatest chess minds who ever lived, showed that the apparently lost game could still be won. What once looked like the moment of inevitable defeat became a reminder that despair can be an illusion... The chessboard in Retzsch's painting came to symbolize life itself. Sometimes the position looks hopeless. Every move seems blocked. The enemy appears to have already won. But the lesson is simple: Look again. There may still be a move left. And the move that saves everything is often the one no one else could see. Even when the board looks lost, the game may not be over...

James Lucas

106,942 次观看 • 4 个月前

This changes everything for tokenization. For years, the industry has talked about compliance in digital assets, but nobody has delivered true compliance inside the asset, inside the transaction, and inside the smart contract. Today, Nexera × Evergon reveal a breakthrough: Fully Embedded Compliance. ➡️ Identity verification triggered the moment an investor interacts ➡️ Policy rules executed at the smart-contract layer ➡️ Real-time supervision that reacts instantly to abnormal wallet behavior ➡️ Automatic eligibility checks that update in seconds ➡️ Enforcement across both off-chain and on-chain environments This creates a new category in the market: compliance that lives at the heart of tokenization. Every token, every transfer, every investor can now be governed by rules that adapt dynamically to regulatory requirements. Banks, institutions, and enterprises have been waiting for this level of control. Tokenization has been waiting for this foundation. Compliant DeFi becomes possible because of breakthroughs like this. 🎥 Watch the demo and see the new standard of regulated tokenization.
3:22

This changes everything for tokenization. For years, the industry has talked about compliance in digital assets, but nobody has delivered true compliance inside the asset, inside the transaction, and inside the smart contract. Today, Nexera × Evergon reveal a breakthrough: Fully Embedded Compliance. ➡️ Identity verification triggered the moment an investor interacts ➡️ Policy rules executed at the smart-contract layer ➡️ Real-time supervision that reacts instantly to abnormal wallet behavior ➡️ Automatic eligibility checks that update in seconds ➡️ Enforcement across both off-chain and on-chain environments This creates a new category in the market: compliance that lives at the heart of tokenization. Every token, every transfer, every investor can now be governed by rules that adapt dynamically to regulatory requirements. Banks, institutions, and enterprises have been waiting for this level of control. Tokenization has been waiting for this foundation. Compliant DeFi becomes possible because of breakthroughs like this. 🎥 Watch the demo and see the new standard of regulated tokenization.

Nexera

10,921 次观看 • 8 个月前

This is another piece about #kaspa and why you should accumulate as much as possible. I think people don't realize yet the tangible progress that $kas had from the launch of the project. And who complains about the chart going sideways for a few months, that is called redistribution after an amazing run during the bear market. Enjoy. Kaspa: The Blockchain Speed Demon Redefining Crypto Efficiency Kaspa has emerged as a significant player in the cryptocurrency landscape, particularly noted for its advancements in transaction speed and scalability while maintaining the foundational principles of Bitcoin (BTC). Here's an insightful look into Kaspa's achievements and its relation to Bitcoin: Unprecedented Speed on Testnet: Kaspa's testnet has demonstrated remarkable speed, achieving up to 10 blocks per second (BPS). This is a monumental leap when compared to Bitcoin, which processes about one block every 10 minutes. This speed was showcased in Kaspa's Testnet 11, where the network's peer-to-peer dynamics and node health remained stable, indicating the robustness of its design. This capability is facilitated by Kaspa's unique implementation of the GHOSTDAG protocol, which allows for parallel processing of blocks, significantly enhancing throughput compared to traditional blockchain structures. Similarities to Bitcoin: Decentralization and Security: Just like Bitcoin, Kaspa uses a Proof-of-Work (PoW) consensus mechanism, ensuring that the network remains decentralized and secure. Kaspa's approach, however, does not orphan blocks created in parallel but instead orders them within the consensus, maintaining a high degree of security without sacrificing speed. No Premine or ICO: Kaspa was launched with a fair distribution method, eschewing pre-mines or initial coin offerings, mimicking Bitcoin's launch ethos to ensure a level playing field for all participants from the outset. Scarcity: Similar to Bitcoin, Kaspa has a capped supply, which encourages a deflationary model. This aspect could potentially make Kaspa an attractive store of value, akin to Bitcoin's role as "digital gold," although Kaspa brands itself more as "digital silver" due to its focus on speed and utility. Advancements Beyond Bitcoin: Scalability: Where Bitcoin struggles with scalability due to its block size limit, Kaspa's BlockDAG structure enables it to process transactions at a scale that Bitcoin cannot match without significant network congestion or fee hikes. This makes Kaspa potentially more suitable for everyday transactions. Transaction Confirmation Time: Kaspa transactions are confirmed in about 10 seconds, compared to Bitcoin's minimum of 10 minutes, making it highly efficient for real-world applications where speed is crucial. Energy Efficiency: By design, Kaspa aims to be less energy-intensive than Bitcoin while maintaining PoW security, leveraging algorithms like kHeavyHash which are more suited to the high-throughput environment of a DAG. Future Adaptability: Kaspa plans to introduce features like smart contracts with very low fees, potentially positioning it as a platform for decentralized applications (dApps) without the scaling issues faced by other networks like Ethereum. The Road Ahead: Kaspa is not just another cryptocurrency; it's a project that challenges the established norms of blockchain scalability. By solving the blockchain trilemma of security, scalability, and decentralization, Kaspa could set a new standard for what's possible in cryptocurrency. However, its relatively new status in the market means it has yet to prove its resilience over decades like Bitcoin. The community's enthusiasm, combined with ongoing development like the Rust rewrite for better performance, suggests Kaspa is on a path to potentially significant growth and adoption. In conclusion, while Kaspa shares foundational similarities with Bitcoin, its advancements in speed, scalability, and adaptability make it a compelling alternative or companion in the crypto ecosystem. Its testnet achievements are just the beginning of what could be a transformative journey in the blockchain space.
5:10

This is another piece about #kaspa and why you should accumulate as much as possible. I think people don't realize yet the tangible progress that $kas had from the launch of the project. And who complains about the chart going sideways for a few months, that is called redistribution after an amazing run during the bear market. Enjoy. Kaspa: The Blockchain Speed Demon Redefining Crypto Efficiency Kaspa has emerged as a significant player in the cryptocurrency landscape, particularly noted for its advancements in transaction speed and scalability while maintaining the foundational principles of Bitcoin (BTC). Here's an insightful look into Kaspa's achievements and its relation to Bitcoin: Unprecedented Speed on Testnet: Kaspa's testnet has demonstrated remarkable speed, achieving up to 10 blocks per second (BPS). This is a monumental leap when compared to Bitcoin, which processes about one block every 10 minutes. This speed was showcased in Kaspa's Testnet 11, where the network's peer-to-peer dynamics and node health remained stable, indicating the robustness of its design. This capability is facilitated by Kaspa's unique implementation of the GHOSTDAG protocol, which allows for parallel processing of blocks, significantly enhancing throughput compared to traditional blockchain structures. Similarities to Bitcoin: Decentralization and Security: Just like Bitcoin, Kaspa uses a Proof-of-Work (PoW) consensus mechanism, ensuring that the network remains decentralized and secure. Kaspa's approach, however, does not orphan blocks created in parallel but instead orders them within the consensus, maintaining a high degree of security without sacrificing speed. No Premine or ICO: Kaspa was launched with a fair distribution method, eschewing pre-mines or initial coin offerings, mimicking Bitcoin's launch ethos to ensure a level playing field for all participants from the outset. Scarcity: Similar to Bitcoin, Kaspa has a capped supply, which encourages a deflationary model. This aspect could potentially make Kaspa an attractive store of value, akin to Bitcoin's role as "digital gold," although Kaspa brands itself more as "digital silver" due to its focus on speed and utility. Advancements Beyond Bitcoin: Scalability: Where Bitcoin struggles with scalability due to its block size limit, Kaspa's BlockDAG structure enables it to process transactions at a scale that Bitcoin cannot match without significant network congestion or fee hikes. This makes Kaspa potentially more suitable for everyday transactions. Transaction Confirmation Time: Kaspa transactions are confirmed in about 10 seconds, compared to Bitcoin's minimum of 10 minutes, making it highly efficient for real-world applications where speed is crucial. Energy Efficiency: By design, Kaspa aims to be less energy-intensive than Bitcoin while maintaining PoW security, leveraging algorithms like kHeavyHash which are more suited to the high-throughput environment of a DAG. Future Adaptability: Kaspa plans to introduce features like smart contracts with very low fees, potentially positioning it as a platform for decentralized applications (dApps) without the scaling issues faced by other networks like Ethereum. The Road Ahead: Kaspa is not just another cryptocurrency; it's a project that challenges the established norms of blockchain scalability. By solving the blockchain trilemma of security, scalability, and decentralization, Kaspa could set a new standard for what's possible in cryptocurrency. However, its relatively new status in the market means it has yet to prove its resilience over decades like Bitcoin. The community's enthusiasm, combined with ongoing development like the Rust rewrite for better performance, suggests Kaspa is on a path to potentially significant growth and adoption. In conclusion, while Kaspa shares foundational similarities with Bitcoin, its advancements in speed, scalability, and adaptability make it a compelling alternative or companion in the crypto ecosystem. Its testnet achievements are just the beginning of what could be a transformative journey in the blockchain space.

Satoshi Vibz

11,501 次观看 • 1 年前

Let's talk about this "Slingshot effect" In this short video, I show a sequence where a REC game that had a score of 22-6 became 22-16 off of a team making four straight whites with three of them being contested. Now, I do think there is some anti-blowout feature on NBA 2K25. However, this is my personal opinion, and I do not have 100% proof of this being in the game. With that in mind, I am not the only one who thinks something like this is in the game. Let me know what you think.
3:04

Let's talk about this "Slingshot effect" In this short video, I show a sequence where a REC game that had a score of 22-6 became 22-16 off of a team making four straight whites with three of them being contested. Now, I do think there is some anti-blowout feature on NBA 2K25. However, this is my personal opinion, and I do not have 100% proof of this being in the game. With that in mind, I am not the only one who thinks something like this is in the game. Let me know what you think.

Joey2K

74,274 次观看 • 1 年前

Aravind Srinivas just described a future most founders are pretending they are ready for. One person. One machine. A company that runs itself. Srinivas: “Buy a Mac mini, set up a Perplexity personal computer, and run their business on that.” Not a side project. Not a pitch deck. A real business with real revenue while the founder is not in the building. AI runs the ads. Handles SEO. Integrates Stripe. Ships features. Answers customers. All of it executing without a single employee. Srinivas: “Have this all working while you can be sipping wine in Napa.” But before he sold the dream he killed the one most people are already chasing. Srinivas: “Everybody talks about this one-person one-billion-dollar company. It’s not truly moving the GDP by one billion. It’s not truly creating new value.” One researcher collecting a billion in equity does not grow an economy. It rearranges numbers between balance sheets. Nothing gets built. No customer gets served. That is not value creation. That is valuation creation. Srinivas wants no part of it. What he described is the opposite. The person driving Uber between shifts who has the idea but not the payroll. Not the engineering. Not the marketing. Not the support staff. That person gets a machine that replaces all of it. Hundreds of thousands in revenue. Millions. Generated by autonomous systems doing the work that used to require ten employees and a burn rate. Not paper wealth. Not valuation theater. Output that moves through an economy and touches real customers. That is what moves GDP. Not one person worth a billion dollars. A million people each building something worth a million. That math rewrites a country. Then Srinivas said the part that separates him from every hype merchant in the room. Srinivas: “Everybody thinks AI is already there. It’s not there yet. Someone has to do that hard work.” The vision is real. The infrastructure is not. The agents are not autonomous. The integrations are not seamless. The plumbing is not finished. Someone has to wire the APIs. Connect the billing. Build the bridge between what a founder wants and what a machine can deliver. That work is not a keynote. It is not a tweet thread. It is engineering that nobody wants to do and everybody will depend on. Whoever finishes it first does not just build a product. They hand every ambitious person on Earth a company they can run alone. The corporations that need five hundred people to do what one founder with the right infrastructure could do are not efficient. They are exposed. And the person building the thing that exposes them just told you exactly what it looks like. He also told you it is not going to build itself.
1:13

Aravind Srinivas just described a future most founders are pretending they are ready for. One person. One machine. A company that runs itself. Srinivas: “Buy a Mac mini, set up a Perplexity personal computer, and run their business on that.” Not a side project. Not a pitch deck. A real business with real revenue while the founder is not in the building. AI runs the ads. Handles SEO. Integrates Stripe. Ships features. Answers customers. All of it executing without a single employee. Srinivas: “Have this all working while you can be sipping wine in Napa.” But before he sold the dream he killed the one most people are already chasing. Srinivas: “Everybody talks about this one-person one-billion-dollar company. It’s not truly moving the GDP by one billion. It’s not truly creating new value.” One researcher collecting a billion in equity does not grow an economy. It rearranges numbers between balance sheets. Nothing gets built. No customer gets served. That is not value creation. That is valuation creation. Srinivas wants no part of it. What he described is the opposite. The person driving Uber between shifts who has the idea but not the payroll. Not the engineering. Not the marketing. Not the support staff. That person gets a machine that replaces all of it. Hundreds of thousands in revenue. Millions. Generated by autonomous systems doing the work that used to require ten employees and a burn rate. Not paper wealth. Not valuation theater. Output that moves through an economy and touches real customers. That is what moves GDP. Not one person worth a billion dollars. A million people each building something worth a million. That math rewrites a country. Then Srinivas said the part that separates him from every hype merchant in the room. Srinivas: “Everybody thinks AI is already there. It’s not there yet. Someone has to do that hard work.” The vision is real. The infrastructure is not. The agents are not autonomous. The integrations are not seamless. The plumbing is not finished. Someone has to wire the APIs. Connect the billing. Build the bridge between what a founder wants and what a machine can deliver. That work is not a keynote. It is not a tweet thread. It is engineering that nobody wants to do and everybody will depend on. Whoever finishes it first does not just build a product. They hand every ambitious person on Earth a company they can run alone. The corporations that need five hundred people to do what one founder with the right infrastructure could do are not efficient. They are exposed. And the person building the thing that exposes them just told you exactly what it looks like. He also told you it is not going to build itself.

Dustin

64,593 次观看 • 4 个月前

the last AirDROP Artifact that BTX will ever mint. Every drop has free BTX sealed inside. 100 BTX is going out. Free! One drop per wallet. The Last Relic is the final artifact that can exist on BTX Layer 1. When miners adopt the next core release, the chain stops accepting new artifacts. Permanently. Not by policy, by consensus. This will happen in 30hours, and then it's OVER! Every relic carries real BTX inside it, 0.0011 to 0.0066 BTX dealt at random, bonded to the artifact itself. After the update, these become the only assets on BTX L1 that are soulbound by consensus law. Minting dies. Transfers die. What you hold is what you hold forever, and the set can never grow again. You can FORGE your NAME into it too! Free! BTX is post-quantum. These relics are signed with ML-DSA-44, so the proof of who issued them survives a quantum computer. Claim in 30 seconds 1. Go to 2. Password: ilovebtx 3. Paste your BTX address 4. Claim No wallet yet? Use bonuz Human Layer on iOS and Android. The clock is real It seals at block 165,000. Around 1,790 blocks left, roughly 44 hours, and it ends sooner the moment miners upgrade. There is no extension. The chain decides. Free. One per wallet. Then never again. Here:
0:59

the last AirDROP Artifact that BTX will ever mint. Every drop has free BTX sealed inside. 100 BTX is going out. Free! One drop per wallet. The Last Relic is the final artifact that can exist on BTX Layer 1. When miners adopt the next core release, the chain stops accepting new artifacts. Permanently. Not by policy, by consensus. This will happen in 30hours, and then it's OVER! Every relic carries real BTX inside it, 0.0011 to 0.0066 BTX dealt at random, bonded to the artifact itself. After the update, these become the only assets on BTX L1 that are soulbound by consensus law. Minting dies. Transfers die. What you hold is what you hold forever, and the set can never grow again. You can FORGE your NAME into it too! Free! BTX is post-quantum. These relics are signed with ML-DSA-44, so the proof of who issued them survives a quantum computer. Claim in 30 seconds 1. Go to 2. Password: ilovebtx 3. Paste your BTX address 4. Claim No wallet yet? Use bonuz Human Layer on iOS and Android. The clock is real It seals at block 165,000. Around 1,790 blocks left, roughly 44 hours, and it ends sooner the moment miners upgrade. There is no extension. The chain decides. Free. One per wallet. Then never again. Here:

Mende Matthias

16,275 次观看 • 12 天前

"Where do I even start with Codex?" This 4-project starter pack fixes that: 1) Make a game. Then have the AI play it against itself in the browser. You'll feel where this is heading in 3 months. 2) Research Tell it: max effort, deep research on a topic. Then turn it into a spreadsheet. Then a doc. Then a presentation. One prompt chain. All four formats. 3) Build Upload your website's code. Say "build me a mobile app in Swift." It one-shots full mobile apps now. Every app that can exist, will exist. 4) Automate List every annoying thing you do daily. Pick the worst one. Tell your agent to turn it into an automation. Think: - Make = see the ceiling - Research = see the range - Build = see the speed - Automate = see the leverage You can't be told this. You have to feel it.
3:43

"Where do I even start with Codex?" This 4-project starter pack fixes that: 1) Make a game. Then have the AI play it against itself in the browser. You'll feel where this is heading in 3 months. 2) Research Tell it: max effort, deep research on a topic. Then turn it into a spreadsheet. Then a doc. Then a presentation. One prompt chain. All four formats. 3) Build Upload your website's code. Say "build me a mobile app in Swift." It one-shots full mobile apps now. Every app that can exist, will exist. 4) Automate List every annoying thing you do daily. Pick the worst one. Tell your agent to turn it into an automation. Think: - Make = see the ceiling - Research = see the range - Build = see the speed - Automate = see the leverage You can't be told this. You have to feel it.

The Startup Ideas Podcast (SIP) 🧃

24,960 次观看 • 3 个月前

There will not be a second $ZRO airdrop Bryan said it himself …it was a choice between Zero chain or a second drop. Think about what that actually means. Option A: Dilute supply, reward farmers, move on. Option B: Launch an L1 with DTCC, ICE, Citadel, Tether, Ark Invest, and GTE locked in before day one…actually building Most people are upset about the airdrop. I’m watching institutions that control trillions in assets queue up before the chain even launches. This is the trade the top 1% makes while everyone else is distracted by what they didn’t get.
1:26

There will not be a second $ZRO airdrop Bryan said it himself …it was a choice between Zero chain or a second drop. Think about what that actually means. Option A: Dilute supply, reward farmers, move on. Option B: Launch an L1 with DTCC, ICE, Citadel, Tether, Ark Invest, and GTE locked in before day one…actually building Most people are upset about the airdrop. I’m watching institutions that control trillions in assets queue up before the chain even launches. This is the trade the top 1% makes while everyone else is distracted by what they didn’t get.

Dami (the L0 guy)

17,557 次观看 • 5 个月前

Your New Tennis Sparring Partner is Here!🥳 UBTECH just kicked off 2026 by putting their Walker S2 on the court for a live tennis rally against a human. 🎾🤖 Watching a humanoid handle high-impact strokes with this much balance and precision is wild. It’s officially time to trade in the ball machine for a partner that actually moves. Ready for a game against a robot? Source: UBTECH
0:26

Your New Tennis Sparring Partner is Here!🥳 UBTECH just kicked off 2026 by putting their Walker S2 on the court for a live tennis rally against a human. 🎾🤖 Watching a humanoid handle high-impact strokes with this much balance and precision is wild. It’s officially time to trade in the ball machine for a partner that actually moves. Ready for a game against a robot? Source: UBTECH

RoboHub🤖

47,458 次观看 • 7 个月前

🚨 WHY IS $XRP DECENTRALIZED? 🚨 𝕏RP operates on the XRP Ledger, a distributed ledger technology managed by a network of over 150 independent validators, spread globally, with no single entity controlling more than a small fraction. Ripple, the company associated with XRP, runs only about 3% of these validators, and anyone can run a validator node, ensuring no central authority dominates. The ledger uses a consensus protocol, not proof-of-work or proof-of-stake, where validators agree on transaction validity every few seconds, making it resilient to control or censorship. Unlike Bitcoin, XRP’s supply isn’t mined; it was pre-allocated, with Ripple holding a portion in escrow, released gradually. However, the ledger’s open-source nature and diverse validator pool counter this, as no single party can alter the network’s rules or halt transactions without broad consensus. Comment Below & Follow For More!!👇👇 #XRPL $RLUSD #Ripple #SEC
0:28

🚨 WHY IS $XRP DECENTRALIZED? 🚨 𝕏RP operates on the XRP Ledger, a distributed ledger technology managed by a network of over 150 independent validators, spread globally, with no single entity controlling more than a small fraction. Ripple, the company associated with XRP, runs only about 3% of these validators, and anyone can run a validator node, ensuring no central authority dominates. The ledger uses a consensus protocol, not proof-of-work or proof-of-stake, where validators agree on transaction validity every few seconds, making it resilient to control or censorship. Unlike Bitcoin, XRP’s supply isn’t mined; it was pre-allocated, with Ripple holding a portion in escrow, released gradually. However, the ledger’s open-source nature and diverse validator pool counter this, as no single party can alter the network’s rules or halt transactions without broad consensus. Comment Below & Follow For More!!👇👇 #XRPL $RLUSD #Ripple #SEC

Good Evening Crypto

119,868 次观看 • 11 个月前

50,000,000 verified actions on VeBetter. VeBetter changed where that data sits. Every sustainable action (a reusable cup, a low-carbon meal, a piece of litter collected) is now captured, timestamped and stored on-chain. Actions feeding verified behavioral data into a single, transparent system. Owned by the person who performed it. Blockchain doing the one thing no other technology stack can do: turn fragmented, unverifiable human activity into structured, valuable proof. 50 million data points. Every one of them on VeChainThor, a chain built from day 1 to make real-world data verifiable at scale. $VET
1:44

50,000,000 verified actions on VeBetter. VeBetter changed where that data sits. Every sustainable action (a reusable cup, a low-carbon meal, a piece of litter collected) is now captured, timestamped and stored on-chain. Actions feeding verified behavioral data into a single, transparent system. Owned by the person who performed it. Blockchain doing the one thing no other technology stack can do: turn fragmented, unverifiable human activity into structured, valuable proof. 50 million data points. Every one of them on VeChainThor, a chain built from day 1 to make real-world data verifiable at scale. $VET

VeChain

21,638 次观看 • 4 个月前

You have a big goal. You think about it often. But if someone asked you how today's to-do list moves you closer to it, you'd struggle to answer. The solution is a goal stack. A goal stack is a reverse-engineered chain that connects a distant ambition to what you do today. Each layer feeds the one above it: Layer 1: High Hard Goal (1-5 years). An ambitious target that pushes you past your comfort zone. Layer 2: Break it down into annual targets, quarterly milestones, monthly objectives, and weekly tasks. Each level builds on the previous one, creating a logical progression toward the High Hard Goal. Layer 3: Daily Goal-Directed Actions. The single most important task you can do today, the one domino that triggers a chain reaction toward your High Hard Goal. At the end of each workday, take 10 minutes to plan tomorrow. Identify three goal-directed actions. Set wildly specific micro-goals for each. Then take the first step of the first step before you stop for the night. Open the document. Title it. Save it in the right folder. When you do this, your daily actions connect upward through the stack to the thing you actually care about. More on this in the article below: - Rian
2:41

You have a big goal. You think about it often. But if someone asked you how today's to-do list moves you closer to it, you'd struggle to answer. The solution is a goal stack. A goal stack is a reverse-engineered chain that connects a distant ambition to what you do today. Each layer feeds the one above it: Layer 1: High Hard Goal (1-5 years). An ambitious target that pushes you past your comfort zone. Layer 2: Break it down into annual targets, quarterly milestones, monthly objectives, and weekly tasks. Each level builds on the previous one, creating a logical progression toward the High Hard Goal. Layer 3: Daily Goal-Directed Actions. The single most important task you can do today, the one domino that triggers a chain reaction toward your High Hard Goal. At the end of each workday, take 10 minutes to plan tomorrow. Identify three goal-directed actions. Set wildly specific micro-goals for each. Then take the first step of the first step before you stop for the night. Open the document. Title it. Save it in the right folder. When you do this, your daily actions connect upward through the stack to the thing you actually care about. More on this in the article below: - Rian

Rian Doris

46,001 次观看 • 4 个月前