{"id":"k2-NYSEPOdI","title":"[REDACTED] 2024 | Blind Computation Expanding the Known Universe of Web3 Use Cases","description":"Nillion is building Humanity's First Blind Computer– a secure computation and storage network that decentralizes trust for high-value data, similar to how blockchains decentralize transactions. Nillion's vision is to make it easy for users and developers to leverage Privacy-Enhancing Technologies (PETs) such as Multiparty Computation (MPC) and Homomorphic Encryption (HE) without being an expert, giving them the power to build blind applications in AI, gaming, healthcare, data ownership, and beyond. Such a network expands the design space for apps on existing blockchains while introducing a range of new use cases beyond web3.\n\nLukas Bruell - Nillion\n\nTakeaways:\nBlind Computation Network: Nillon's innovation introduces blind computation, enabling decentralized storage and processing of sensitive data without exposing it, advancing privacy-first infrastructure for Web3.\n\nIntegration with NEAR Protocol: The integration of Nillon's blind computation network with the NEAR blockchain empowers developers to build privacy-preserving applications, creating a foundation for user-owned and secure data ecosystems.\n\nApplications Across Industries: Use cases span private AI agents, healthcare data analysis, privacy-preserving DeFi, secure credit scoring, gaming randomness, and private social platforms—all underpinned by blind computation.\n\nEliminating Trust in Centralized Entities: By distributing trust across decentralized networks, Nillon addresses vulnerabilities inherent in centralized data processing systems, reducing risks of data misuse, breaches, and cyberattacks.\n\nFuture of Privacy in Web3: Nillon’s technology enhances the design space for sensitive data handling in blockchain applications, driving a user-controlled internet and redefining data security standards in the crypto ecosystem.\n\nNEAR is the Blockchain for AI\nWebsite: https://near.org/\nNEAR AI: https://near.ai/\nIntents: https://near.org/intents\nChain Abstraction: https://www.proximity.dev/\nSharding: https://nearone.org/\n\nFor the devs\nGitHub: https://github.com/near \nDev Docs: https://docs.near.org/\nDevhub: https://devhub.near.page/ @NEARDevHub\n\nConnect with socials\nTwitter:   / nearprotocol  \nBlog: https://near.org/blog/\nMedium:   / nearprotocol  \n#NEAR #nearprotocol #nearai","channel_name":"NEAR Protocol","published_at":"2024-11-12T00:00:00.000Z","thumbnail_url":"https://img.youtube.com/vi/k2-NYSEPOdI/hqdefault.jpg","transcript_text":"hello everyone my name is Lucas BR and I'm part of the funding team of nilon at nilon we have spent the last three years focusing on leveraging New cryptographic Primitives leveraging new privacy technology create fundamentally new design space and infrastructure for the crypto space and beyond our mission is to create a fundamental new layer for the internet a new layer that's focused on privacy self- sovereignty data security and Trust mitigation the way we achieved that is by democratizing access to what we call privacy enhancing Technologies these are technologies that make data private by default all while making them commercially viable all of this work has culminated in the creation of Nan's blind computation Network before I explain what we mean by BL computation why it's so important I would like to take a step back and look at how it fits in the crypto as a whole and why it's so important particularly in the crypto space crypto started with Bitcoin right bitcoin's mission was to fundamentally eliminate trusted Financial intermediaries to create a decentralized trustless self-serving system for asset ownership they put us in control of our assets right not your keys not your coins if Yan really took this principle a step further and cread a system a general purpose blockchain Network that could handle data much more broadly Beyond just Bitcoin transactions right so for the first time we had a general purpose processing Network that could handle data non-sensitive public data but all on the same principles self- sovereignty trustless decentralization and with that we have seen the first really exciting applications defi gaming prediction markets and many others followed and with that blockchains themselves also get better and better they get faster more modeler more cost effective and we're still in the process of doing so with new technologies like CK pushing the scalability further so really where we are today is we have the decentralization networks for financial assets we also have that for public non-sensitive data but we still are missing fundamental infrastructure that can do this same for very sensitive data they can do the same for private data they can do the same for what we call high value data and this is exactly where Nan's blind computation Network comes in blind computation enables you to store and process very sensitive data without anyone ever seeing your data in other words the network is blind that where is where the name comes from BL computation you can encrypt your data you can send it to a decentralized network of notes you can then store the data and process the data without seeing anything about the underlying information then send back the output of that to a specified party so really what it does is it dramatically extends the design space for trustless for self- sovereignty and decentralization to new category of data and that data is high value sensitive personal information question is why do we need that right it's probably a good question why we need that well the reason why we need that is because today when we process information data is actually not securely handled and it's not very private at all which is something that maybe some people might not be thinking about in this particular example if you take a picture and you process that image in a cloud whenever that image is processed the data is actually not private at all the data is fully exposed which puts you in risk and which puts all of us at risk because it means we have to trust a few very powerful companies with all of our data we have to trust them that don't share it we have to trust them that don't misuse it and we have to trust them they they don't exploit it and above everything else we have to trust them that third party hackers can't get access to the information such that they protected so the good question is now shall we trust them and I think the answer is probably overwhelmingly not right probably not cyber crime costs us 9.5 trillion trillion with a capital T every single year and it's not a question of whether we will get hacked the question is when do we get hacked and the question is how often do we get hacked backd door access to data has also proven to be not the particularly viable option either so with all of that in mind I think it's very obvious why we need blind computation blind computation is a new paradigm of Compu that puts you in control of your data rather than trusting one company you can distribute the trust across multiple parties you are in control of your data and a data is always fully private for an entire life cycle when you store the data when you transfer it but not also when you compute on it what are the potential use cases of BU computation well sensitive data is pretty much everywhere right pretty much any industry is touching sensitive data the one way the other in other words High valid data is everywhere let's take a look at the ey every time we interact with AI models today we may leak a lot of very sensitive personal information whenever we train those systems whenever we run those systems during inference time which basically means we have to trust a few very powerful companies with all of that data which is a big deal we look at Enterprises for instance they're dealing with very sensitive information they're dealing with confidential information every single day and if you look at us as retail users in an age of personalized a where we have our personalized agents that know us better than we know ourselves with all our messages our health records They will we slept yesterday or nutritional data everything it's very scary to think about a future where all of that data is controlled by one company is controlled by one individual blind computation can help here because blind computation enables you to train models and to run inference on these models without anyone ever seeing anything about about data which really removes the trust assumption that you have in one company and makes a true self- soverign future possible but it's much more than AI let's take a look at Healthcare in healthcare today data is very scattered it's not interoperable right we have clinics we have research institutions data is everywhere and at the same time breches with respect to healthcare data is happening constantly which puts on most sensitive data at risk blind computation can help here because can enable us to share data with each other in a fully privac observing Manner and enable us to find new discoveries like Diagnostics personalized medicine population Health Management all of that in a fully private observing manner I want to pick one more financial markets we look at traditional Finance in dark pools whenever we submit trading information we have to trust financial institutions in not front running that information symmetry that's the reason why they get fined every single year pretty much every single year with tens of millions of dollars because they have been front running that information and onchain in the web free world we see this every day massive amount of front Runing massive amount of M and tax that users have to pay that they might not be aware of or are aware of but don't know how to how to resolve BL computation can enable you to do effective trade execution in a fully proving manner you can send encrypted trades to your network they can run an AUD book algorithm or any other trade execution menu without seeing anything about the data and nonetheless generate trades so these are just three examples out of many many markets but I think a good question is these are all potential use cases what have we seen so far on neillian plan computation Network today and the exciting news is we have seen a lot of very novel applications being built out on our Network use cases that we have never seen in crypto before which is incredibly exciting for us to to see for instance in we have seen things like decentralized weight aggregation in the context of federal learning all being done in a fully Prov preserving manner in healthcare we have seen genomics platforms that are essentially building out DNA platforms that can enable their analysis of very sensitive DNA information in a fully profit preserving manner another one I'm really excited about is The self- Sovereign data sharing aspect where we've seen a lot of platforms that enable you as a user to bring all of the data together into one place place and then to enable cross ususer analytics on that data uh and enable third parties to access insights from that data without ever seeing anything about the underlying user information so those are just a few examples but fundamentally what it comes down to is that data privacy and data security are of the essence and it's very exciting to see that growth now we see on this ecosystem chart as I said a lot of new novel applications to take this now to the next stage the next level I'm very excited to announce that we are now in the process of integrating the Nilan plan computation Network to blockchain networks which is really really exciting because fundamentally what that will enable is that any onchain application today can seamlessly tap into the Privacy superpower of plan computation they can tap into the storage and the computation of sensitive data in a seamless way which we believe will create a fundamental new wave and design space for applications in the crypto space so with that in mind the question is what do we want to achieve here what's the objective the objective is that whenever an onchain app wants to store or process private data they can send the requests to the neillian network the nilon network then runs the computation in a fully provis observing Manner and then sends back the output to the blockchain we could also have scenarios where an application might not have any onchain logic deployed right they go natively to the network they run some confidential Computing but then they want to settle immediately transparently verifiably in a blockchain which they can also do in other words Nan's BL computation network will have read and write functionality to existing chains and the three key design goals we have here is first of all a user experience as native as possible users should not have to download anything or switch networks and first users should be able to pay in the native blockchain's currency what are the potential use cases for this why is this new design space why is this a new wave well design space is massive but a few that I'm very excited about are for instance things like private agents think of agents who need to tap into very personal very private information to execute personal tasks they can tap into plan computation run that computation and then execute follow-up transactions and pay on the blockchain think of things like private healthcare implementation or private defa implementations with private defi for instance you can now enable the trade execution to happen in a fully provis Manner and then settle on a blockchain transparently verifiably think of private credit scoring you will be able to evaluate credit scores based on onchain and offchain data in a fully profing manner which can really expand the design space for onchain landing also into under collateral Landing think of private game functionalities where you can seamlessly tap into trustless Randomness generation and shuffling for onchain games or private private social platforms where your social graphs might be stored in a proving Manner and you can analyze user preferences personalized content without ever leaking anything about the underlying user information all of this is really exciting and what's even more exciting for us is this is not just some futuristic thinking anymore actually we have spent the last months working really hard on the first blockchain Integrations and are current in the last stages of the version one with an integration of the near ecosystem this will enable any application on the near blockchain to tap into the storage and the blind computation of Nan BL computation Network and in the same time unlock fundamentally new eii capabilities new capabilities that will make a privacy first a user owned and self storing future truly possible I'm super excited about this I'm super excited to see what people will build uh with that integration and obviously keep an eye out on the announcement in December uh we really excited to push that out um with the first demo in the meantime if you guys are interested in learning learning more about nilon please follow us on Twitter uh nilon Network please follow us on Discord if there's any builder in the room or watching online please feel free to reach out we'll love to hear from you and we'll love to Great fundamentally a new layer for internet as I said before a layer that's private self Surin and Trust mitigated thank you very much thanks for joining see you later thanks","transcript_synced_at":"2026-11-03T05:22:35.763Z","segments":[{"start_seconds":0,"text":"hello everyone my name is Lucas BR and I'm part of the funding team of nilon at nilon we have spent the last","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=0s"},{"start_seconds":7,"text":"three years focusing on leveraging New cryptographic Primitives leveraging new privacy technology create fundamentally","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=7s"},{"start_seconds":15,"text":"new design space and infrastructure for the crypto space and beyond our mission is to create a","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=15s"},{"start_seconds":22,"text":"fundamental new layer for the internet a new layer that's focused on privacy self- sovereignty data security and","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=22s"},{"start_seconds":30,"text":"Trust mitigation the way we achieved that is by democratizing access to what we call privacy enhancing Technologies these are","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=30s"},{"start_seconds":39,"text":"technologies that make data private by default all while making them commercially viable all of this work has culminated","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=39s"},{"start_seconds":48,"text":"in the creation of Nan's blind computation Network before I explain what we mean by BL computation why it's","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=48s"},{"start_seconds":55,"text":"so important I would like to take a step back and look at how it fits in the crypto as a whole and why it's so important particularly in the crypto","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=55s"},{"start_seconds":68,"text":"space crypto started with Bitcoin right bitcoin's mission was to fundamentally eliminate trusted Financial","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=68s"},{"start_seconds":77,"text":"intermediaries to create a decentralized trustless self-serving system for asset ownership they put us in control of our","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=77s"},{"start_seconds":86,"text":"assets right not your keys not your coins if Yan really took this principle a step","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=86s"},{"start_seconds":92,"text":"further and cread a system a general purpose blockchain Network that could handle data much more broadly Beyond just Bitcoin transactions right so for","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=92s"},{"start_seconds":102,"text":"the first time we had a general purpose processing Network that could handle data non-sensitive public data but all on the same principles self- sovereignty","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=102s"},{"start_seconds":111,"text":"trustless decentralization and with that we have seen the first really exciting applications defi gaming prediction","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=111s"},{"start_seconds":119,"text":"markets and many others followed and with that blockchains themselves also get better and better they get faster","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=119s"},{"start_seconds":126,"text":"more modeler more cost effective and we're still in the process of doing so with new technologies like CK pushing the scalability","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=126s"},{"start_seconds":134,"text":"further so really where we are today is we have the decentralization networks for financial assets we also have that","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=134s"},{"start_seconds":143,"text":"for public non-sensitive data but we still are missing fundamental infrastructure that can do this same for","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=143s"},{"start_seconds":150,"text":"very sensitive data they can do the same for private data they can do the same for what we call high value data and this is exactly where Nan's blind","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=150s"},{"start_seconds":159,"text":"computation Network comes in blind computation enables you to store and process very sensitive","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=159s"},{"start_seconds":167,"text":"data without anyone ever seeing your data in other words the network is blind that where is where the name comes from BL computation you can encrypt your data","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=167s"},{"start_seconds":176,"text":"you can send it to a decentralized network of notes you can then store the data and process the data without seeing anything about the underlying information then send back the output of","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=176s"},{"start_seconds":185,"text":"that to a specified party so really what it does is it dramatically extends the design space for trustless for self-","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=185s"},{"start_seconds":193,"text":"sovereignty and decentralization to new category of data and that data is high value sensitive personal","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=193s"},{"start_seconds":201,"text":"information question is why do we need that right it's probably a good question why we need that well the reason why we need that is because today when we","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=201s"},{"start_seconds":210,"text":"process information data is actually not securely handled and it's not very private at all which is something that","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=210s"},{"start_seconds":217,"text":"maybe some people might not be thinking about in this particular example if you take a picture and you process that","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=217s"},{"start_seconds":224,"text":"image in a cloud whenever that image is processed the data is actually not private at all the data is fully exposed","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=224s"},{"start_seconds":232,"text":"which puts you in risk and which puts all of us at risk because it means we have to trust a few very powerful companies with all of our","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=232s"},{"start_seconds":241,"text":"data we have to trust them that don't share it we have to trust them that don't misuse it and we have to trust","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=241s"},{"start_seconds":249,"text":"them they they don't exploit it and above everything else we have to trust them that third party hackers can't get access to the","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=249s"},{"start_seconds":256,"text":"information such that they protected so the good question is now shall we trust","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=256s"},{"start_seconds":264,"text":"them and I think the answer is probably overwhelmingly not right probably not cyber crime costs us 9.5","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=264s"},{"start_seconds":273,"text":"trillion trillion with a capital T every single year and it's not a question of whether we will get hacked the question is when do we get hacked and the","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=273s"},{"start_seconds":282,"text":"question is how often do we get hacked backd door access to data has also proven to be not the particularly viable option","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=282s"},{"start_seconds":290,"text":"either so with all of that in mind I think it's very obvious why we need blind computation blind computation","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=290s"},{"start_seconds":298,"text":"is a new paradigm of Compu that puts you in control of your data rather than trusting one company you can distribute","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=298s"},{"start_seconds":305,"text":"the trust across multiple parties you are in control of your data and a data is always fully private for an entire","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=305s"},{"start_seconds":312,"text":"life cycle when you store the data when you transfer it but not also when you compute on","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=312s"},{"start_seconds":320,"text":"it what are the potential use cases of BU computation well sensitive data is pretty much everywhere right pretty much any industry is touching sensitive data","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=320s"},{"start_seconds":329,"text":"the one way the other in other words High valid data is everywhere let's take a look at the ey every time we interact with AI models today we may leak a lot of very","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=329s"},{"start_seconds":337,"text":"sensitive personal information whenever we train those systems whenever we run those systems during inference time","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=337s"},{"start_seconds":344,"text":"which basically means we have to trust a few very powerful companies with all of that data which is a big deal we look at","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=344s"},{"start_seconds":352,"text":"Enterprises for instance they're dealing with very sensitive information they're dealing with confidential information every single day and if you look at us as retail users in an age of","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=352s"},{"start_seconds":361,"text":"personalized a where we have our personalized agents that know us better than we know ourselves with all our messages our health records They will we","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=361s"},{"start_seconds":369,"text":"slept yesterday or nutritional data everything it's very scary to think about a future where all of that data is","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=369s"},{"start_seconds":376,"text":"controlled by one company is controlled by one individual blind computation can help here because blind computation enables","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=376s"},{"start_seconds":383,"text":"you to train models and to run inference on these models without anyone ever seeing anything about about data which really removes the trust assumption that","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=383s"},{"start_seconds":392,"text":"you have in one company and makes a true self- soverign future possible but it's much more than AI let's take a look at Healthcare in healthcare today data is","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=392s"},{"start_seconds":401,"text":"very scattered it's not interoperable right we have clinics we have research institutions data is everywhere and at the same time breches","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=401s"},{"start_seconds":410,"text":"with respect to healthcare data is happening constantly which puts on most sensitive data at risk blind computation can help here","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=410s"},{"start_seconds":419,"text":"because can enable us to share data with each other in a fully privac observing Manner and enable us to find new","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=419s"},{"start_seconds":427,"text":"discoveries like Diagnostics personalized medicine population Health Management all of that in a fully private observing manner I want to pick","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=427s"},{"start_seconds":435,"text":"one more financial markets we look at traditional Finance in dark pools whenever we submit trading information we have to trust financial institutions","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=435s"},{"start_seconds":444,"text":"in not front running that information symmetry that's the reason why they get fined every single year pretty much every single year with tens of millions","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=444s"},{"start_seconds":451,"text":"of dollars because they have been front running that information and onchain in the web free world we see this every day massive","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=451s"},{"start_seconds":460,"text":"amount of front Runing massive amount of M and tax that users have to pay that they might not be aware of or are aware of but don't know how to how to resolve","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=460s"},{"start_seconds":468,"text":"BL computation can enable you to do effective trade execution in a fully proving manner you can send encrypted trades to your network they can run an","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=468s"},{"start_seconds":477,"text":"AUD book algorithm or any other trade execution menu without seeing anything about the data and nonetheless generate trades so these are just three examples","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=477s"},{"start_seconds":485,"text":"out of many many markets but I think a good question is these are all potential use cases what have we seen so far on","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=485s"},{"start_seconds":493,"text":"neillian plan computation Network today and the exciting news is we have seen a lot of very novel applications","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=493s"},{"start_seconds":500,"text":"being built out on our Network use cases that we have never seen in crypto before which is incredibly exciting for us to to see for instance in we have seen","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=500s"},{"start_seconds":509,"text":"things like decentralized weight aggregation in the context of federal learning all being done in a fully Prov preserving manner","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=509s"},{"start_seconds":518,"text":"in healthcare we have seen genomics platforms that are essentially building out DNA platforms that can enable their analysis of very sensitive DNA","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=518s"},{"start_seconds":526,"text":"information in a fully profit preserving manner another one I'm really excited about is The self- Sovereign data sharing aspect where we've seen a lot of","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=526s"},{"start_seconds":535,"text":"platforms that enable you as a user to bring all of the data together into one place place and then to enable cross ususer analytics on that data uh and","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=535s"},{"start_seconds":543,"text":"enable third parties to access insights from that data without ever seeing anything about the underlying user information so those are just a few","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=543s"},{"start_seconds":552,"text":"examples but fundamentally what it comes down to is that data privacy and data security are of the essence and it's","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=552s"},{"start_seconds":559,"text":"very exciting to see that growth now we see on this ecosystem chart as I said a lot of new novel applications to take this now to the","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=559s"},{"start_seconds":567,"text":"next stage the next level I'm very excited to announce that we are now in the process of integrating the Nilan plan computation Network to","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=567s"},{"start_seconds":576,"text":"blockchain networks which is really really exciting because fundamentally what that will","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=576s"},{"start_seconds":584,"text":"enable is that any onchain application today can seamlessly tap into the Privacy superpower of plan computation","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=584s"},{"start_seconds":593,"text":"they can tap into the storage and the computation of sensitive data in a seamless way which we believe","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=593s"},{"start_seconds":600,"text":"will create a fundamental new wave and design space for applications in the crypto","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=600s"},{"start_seconds":607,"text":"space so with that in mind the question is what do we want to achieve here what's the objective the objective is","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=607s"},{"start_seconds":614,"text":"that whenever an onchain app wants to store or process private data they can send the requests to the neillian","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=614s"},{"start_seconds":621,"text":"network the nilon network then runs the computation in a fully provis observing Manner and then sends back the output to","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=621s"},{"start_seconds":630,"text":"the blockchain we could also have scenarios where an application might not have any onchain logic deployed right they go","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=630s"},{"start_seconds":637,"text":"natively to the network they run some confidential Computing but then they want to settle immediately transparently verifiably in a blockchain which they","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=637s"},{"start_seconds":645,"text":"can also do in other words Nan's BL computation network will have read and write functionality to","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=645s"},{"start_seconds":653,"text":"existing chains and the three key design goals we have here is first of all a user experience as native as","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=653s"},{"start_seconds":662,"text":"possible users should not have to download anything or switch networks and first users should be able to pay in the native blockchain's","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=662s"},{"start_seconds":672,"text":"currency what are the potential use cases for this why is this new design space why is this a new wave well design space is massive but a few that I'm very","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=672s"},{"start_seconds":680,"text":"excited about are for instance things like private agents think of agents who need to tap into very personal very private information to execute personal","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=680s"},{"start_seconds":689,"text":"tasks they can tap into plan computation run that computation and then execute follow-up transactions and pay on the","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=689s"},{"start_seconds":697,"text":"blockchain think of things like private healthcare implementation or private defa implementations with private defi","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=697s"},{"start_seconds":706,"text":"for instance you can now enable the trade execution to happen in a fully provis Manner and then settle on a blockchain transparently verifiably","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=706s"},{"start_seconds":715,"text":"think of private credit scoring you will be able to evaluate credit scores based on onchain and offchain data in a fully profing manner which can really expand","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=715s"},{"start_seconds":724,"text":"the design space for onchain landing also into under collateral Landing think of private game functionalities where","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=724s"},{"start_seconds":731,"text":"you can seamlessly tap into trustless Randomness generation and shuffling for onchain games or private private social","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=731s"},{"start_seconds":739,"text":"platforms where your social graphs might be stored in a proving Manner and you can analyze user preferences","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=739s"},{"start_seconds":747,"text":"personalized content without ever leaking anything about the underlying user information all of this is really exciting and what's even more exciting","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=747s"},{"start_seconds":756,"text":"for us is this is not just some futuristic thinking anymore actually we have spent the last months working really hard on the first blockchain","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=756s"},{"start_seconds":763,"text":"Integrations and are current in the last stages of the version one with an integration of the near ecosystem this","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=763s"},{"start_seconds":770,"text":"will enable any application on the near blockchain to tap into the storage and the blind computation","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=770s"},{"start_seconds":779,"text":"of Nan BL computation Network and in the same time unlock fundamentally new eii capabilities new capabilities that will","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=779s"},{"start_seconds":787,"text":"make a privacy first a user owned and self storing future truly possible I'm super excited about this","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=787s"},{"start_seconds":794,"text":"I'm super excited to see what people will build uh with that integration and obviously keep an eye out on the announcement in December uh we really","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=794s"},{"start_seconds":803,"text":"excited to push that out um with the first demo in the meantime if you guys are interested in learning learning more about nilon please follow us on Twitter","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=803s"},{"start_seconds":811,"text":"uh nilon Network please follow us on Discord if there's any builder in the room or watching online please feel free to reach out we'll love to hear from you","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=811s"},{"start_seconds":819,"text":"and we'll love to Great fundamentally a new layer for internet as I said before a layer that's private self Surin and","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=819s"},{"start_seconds":826,"text":"Trust mitigated thank you very much thanks for joining see you later thanks","url":"https://www.youtube.com/watch?v=k2-NYSEPOdI&t=826s"}],"youtube_url":"https://youtube.com/watch?v=k2-NYSEPOdI","url":"https://near-pedia.xyz/videos/k2-NYSEPOdI"}