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How to fix the internet

CWG-Internet is limited to Member States, with open consultation to all stakeholders. Previously, this group was established as the Dedicated Group as an integral part of WG WSIS, open only to all Member States, in accordance with Resolution 75 (WTSA ...

Council Working Group on International Internet-related Public Policy Issues (CWG-Internet)

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A line drawing of the Internet Archive headquarters building façade. An illustration of a magnifying glass. An illustration of a magnifying glass.

Spring, 1957 / McIninch Greenhouses.

Internet accessibility may be improving in South Africa, but its quality is still below the global average. The recent Census from Stats SA showed that internet connectivity in South Africa has ...

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If you’re in a search of a renowned and reliable Android app development company in the USA, here is your comprehensive list of top companies. I agree that choosing the right app development partner for your Android app project is like looking for a needle in a haystack. To make this task a bit easy, here I give a comprehensive list of twenty top Android app development companies in the USA. Let’s start straightaway: (Delmar, Delaware) Solution Analysts Employee Strength- 100+ Established in- 2011 Since inception in the year 2011, this company has remained committed to app quality and performance. Irrespective of scale and size, Solution Analysts has achieved the client’s happiness in every app project. With an in-house team of , the company is striving for meeting the deadlines without compromising in quality. experienced Android app developers Integration of cutting-edge tools and advancements from emerging technologies like IoT, AR, and VR in enterprise-grade app solutions give this company an edge over its peers. With client-oriented approach and cost-effectiveness, the company has supported many startups and small businesses globally to grow with 360-degree IT solutions in web and app domains. (Culver, California) 2. Swenson He Employee Strength- 50+ Established in- 2014 Swenson He is known for developing high impact mobile app solutions. The company has experienced developers who can build robust and sophisticated mobile apps for Android platform. Swenson He takes care of every app development aspect from conception to completion while developing interactive apps. The company focuses on design and project execution to fulfill the ever-changing requirements of corporate clients. Swenson He has achieved fame for executing complex app projects. , LLC (NYC, New York) 3. The Sneakers Agency Employee Strength- 50+ Established in- 2014 The Sneakers Agency focuses on creating innovative app solutions. They emphasize the design aspect for making the user-friendly app solutions. The company also offers customized solutions in web and systems apart from Android and iOS platforms. Sneakers has forayed into IoT recently. The company believes in providing an interactive digital experience and developing tailored software solutions for enterprises across different industry sectors. ( San Diego, California) 4. Ingic Employee Strength- 50+ Established in- 2012 Ingic comes in top five positions because it offers an excellent mobile app strategy and development services to corporate clients. The company has a team of experienced developers for crafting robust and reliable Android apps. Ingic has focused on high conversion rate through custom app development. Apart from mobile app development, the company also provides software development, web development, and digital marketing services. ( NYC, New York) 5. Blue Label Labs Employee Strength- 100+ Established in- 2009 Blue Label Labs is one of the leading mobile app development companies of USA. The company has partnered with entrepreneurs and digital agencies to develop feature-rich apps for Android and iOS. Apart from mobile app development, the company also works in building apps for the tablet, watch and TV. Blue Label Labs also offers digital marketing services for customized app solutions. The company assists enterprises to grow with high-quality apps for different devices. (San Francisco, California) 6. ArcTouch Employee Strength- 100+ Established in- 2007 ArcTouch helps businesses of all size with feature-rich apps for mobile and connected devices. The company houses experienced product strategists, designers, and engineers to simplify the business processes of the clients. The company also provides cross-platform mobile app development services and blockchain app development services. ArcTouch also develops IoT and AR-based solutions for forward-looking businesses. Conversational bots and apps are specialties of the company. (Atlanta, Georgia) 7. Big Nerd Ranch Employee Strength- 100+ Established in- 2001 Big Nerd Ranch is known for developing web and mobile app solutions with excellent UX and UI design. The company has experienced Android app developers who can complete the project in the given time. The company has in-house teams of designers, web developers and mobile app developers for iOS and Android. Big Nerd Ranch also runs team training programs for the app developers. Employees with the real-world app development experience and thorough understanding run these programs. (NYC, New York) 8. Blue Whale Apps Employee Strength- 50+ Established in- 2006 It is one of the leading company that houses experienced professionals in the domains of technology, advertising, and design domains. Blue Whale Apps is a company dedicated to only mobile app development. It takes care of every aspect of app development from conceptualization to completion. Apart from Android app development, the company also offers quality iPhone and iPad app development services also. (Los Angeles, California) 9. Citrusbyte Employee Strength- 50+ Established in- Citrusbyte focuses on product design, planning, and delivery of customized app solution. The company has gained fame for providing solutions that not only address the current needs but also customizable to meet future needs. The company’s core focus remains on UI/UX design while developing app solutions. The company has also forayed into VR domain for creating app solutions with immersive experience on the VR infrastructure. (San Jose, California) 10. Clavax Employee Strength- 200+ Established in- 2011 Clavax is a reliable software, web, and mobile app development company. The company is known for offering innovative and scalable IT solutions to global clients across the world. The company has experienced developers for developing customized app solutions for leading platforms. The company helps entrepreneurs and startups to transform their app ideas into robust and reliable mobile apps. (NYC, New York) 11. Dom&Tom Employee Strength- 100+ Established in- 2009 The company helps the next-gen startups to grow. The company supports the client’s strategic initiatives with open collaboration and wonderful user experience. The company offers both web and mobile app development services across the USA. Dom&Tom also offers cross-platform app development services and emerging technologies-related solutions. Dom&Tom has a team of experienced developers, designers, and business strategists. Though it was started to develop iPhone apps, the company offers excellent Android app development services. (Chicago, Illinois) 12. Ethervision Employee Strength- 50+ Established in- 2008 As an enterprise mobile application development company, Ethervision offers iPhone, iPad, and Android app development services to corporate clients. The company has experienced mobile app developers who help enterprises come up with innovative app solutions with enterprise-friendly features. The company has some experienced strategists that guide entrepreneurs for building enterprise-grade iOS or Android applications. (NYC, New York) 13. Fueled Employee Strength- 100+ Established in- 2007 Fueled has various teams consists of expert app developers, designers, and software strategies. The company is known for developing cutting-edge mobile apps for startups and big enterprises alike. The company builds iPhone apps and blockchain-based apps along with Android applications. Fueled also offers branding, website development, and strategic consultancy services to the businesses of all sizes. (Brooklyn, New York) 14. Fuzz Productions Employee Strength-50+ Established in- When it comes to high-quality web and mobile app solutions, Fuzz Productions can develop customized and seamlessly-performing apps. The company has multiple teams comprise strategists, designers, and engineers to develop feature-rich apps for Android and iOS platforms. The company can provide teams for working with the client’s product team. Fuzz Productions can develop customized software for various companies across different industry sectors. (Palo Alto, California) 15. Intellectsoft Employee Strength- 100+ Established in- 2007 It is a custom software development company that provides high-quality solutions to meet the challenges and ever-changing business requirements. The company is known for integrating the advancements of emerging technologies like blockchain, AR (Augmented Reality), and AI (Artificial Intelligence). The company also offers UX and UI services and product engineering services. Intellectsoft focuses on the advanced practices for developing high-quality app solutions. (Los Angeles, California) 16. ISBX Employee Strength-100+ Established in- 2009 ISBX is a leading software developer that provides both web and mobile app solutions to the enterprises. As a full range marketing and software development services provider, ISBX has served many companies across the world. Apart from the mobile app and web development, the company also offers designing and technology services. The company also forays into the blockchain and cryptocurrency-related development services with excellent consulting services. (San Francisco, California) 17. Pivotal Employee Strength-500+ Established in- 2013 Pivotal combines modern approach and cutting-edge tools along with domain expertise and experience. The company builds customized software with innovative and lean approaches for building the next-gen app solutions. Pivotal help startups with a greater agility through the advanced apps. Pivotal builds excellent apps by combining platform, tools, and methodology to deliver pleasant user experiences. Quality and reduced time-to-market are other characteristics of the company. (Reston, Virginia) 18. Savvy Apps Employee Strength- 50+ Established in-2009 Savvy Apps offers strategy, branding, mobile app development, digital marketing, web development, and UI/UX design. The company has a team of experienced app developers who have worked on hundreds of app projects. The company also offers cloud computing services and digital marketing services. The company offers strategic services like competitive analysis, user research, etc. Branding and designing are other services. (Charlottesville, Virginia) 19. WillowTree Employee Strength-50+ Established in-2007 WillowTree has engineered customized software solutions. The company ensures seamless app solutions for excellent digital experiences. WillowTree has experienced teams of developers who have built apps, responsive websites, and bots through following a predetermined mobile strategy and product design. Apart from Android apps, WillowTree also offers iOS app development and prototyping services for the businesses. (Sunnyvale, California) 20. Zapps Employee Strength-100+ Established in-2007 The company offers customized solutions to simplify complex business processes. The company has teams of experienced developers who can deliver apps across a wide range of mobile technologies. Zapps create hybrid and native apps for both iOS and Android platforms. What’s more, the company also offers consultancy and marketing services while keeping focus on the mobile app domain. We have also included these two companies in our list: (Pleasanton, California) 21. CitrusBits Employee Strength-50+ Established in-2005 CitrusBits is a noteworthy mobile app development firm that has earned fame for developing and designing tailored mobile apps. The company offers 360-degree solutions through agile approach across all mobile platforms. With effective digital strategy and excellent support, the company builds apps that can mitigate risk and help companies expand the business. The company has also forayed into the AR and VR app development domains. Emerging technologies like blockchain and IoT are also integrated by the company to create game-changing apps for the corporate sector. (NYC, New York) 22. Appetizer Mobile Employee Strength-50+ Established in-2009 Appetizer Mobile LLC builds enterprise-grade app solutions for iOS (iPhone, iPad, Watch, etc.), Android (phones, tablets, etc.), HTML5, and Unity platforms. Apart from mobile application development, the company offers app consulting and marketing services. Innovative UI and UX design and strategic branding are other domains in which the Appetizer Mobile provide high-quality services. Wrapping Up you time, money, and efforts. It is, therefore, necessary for you to find the right development partner. Android app development costs Do let me know what do you think about this list, and send me your suggestions regarding the addition of other reliable and reputed company. With the belief that this exhausting list will remain useful for you, I am signing off.

Top 20 Android Application Development Companies in USA

Authors:
(1) Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France;
(2) Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.;
(3) Gosselin Stephane, Orange Labs, Lannion, France;
(4) Lemaire Vincent, Orange Labs, Lannion, France;
(5) Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France. Table of Links Abstract and Intro Related work Approaches Hyperparameter optimization Estimating the number of novel classes Full training procedure Experiments Conclusion Declarations References Appendix A: Additional result metrics Appendix B: Hyperparameters Appendix C: Cluster Validity Indices numerical results Appendix D: NCD k-means centroids convergence study 5 Estimating the number of novel classes Cluster Validity Indices (CVIs) are commonly used in unsupervised data analysis to estimate the number of clusters and are also applicable to the NCD problem. CVIs are scores that compare the compactness and separation of clusters without the help of external information such as ground truth labels. However, the knowledge from the known classes isn’t used if the CVIs are directly applied to estimate the number of novel classes. Therefore, we propose to apply the CVIs in the latent representation learned by PBN. Projection-based NCD methods such as PBN are designed to create a latent space that emphasizes the relevant features of the known classes. Since these features are shared to some extent with the novel classes, this representation should be better at revealing the clusters we are trying to discover than the original feature space. Consequently, it makes sense that applying the different estimation techniques in the learned latent space should yield better results. Some NCD works have also previously attempted to estimate the number of novel classes. For instance, [3] defines a large number of output neurons in their clustering network (e.g. 100). In this case, the clustering network is expected to use only the necessary number of clusters while leaving the remaining output neurons unused. Clusters were counted if they contained more instances than a certain threshold. However, since, with the exception of TabularNCD, the models studied in this paper do not use a clustering network, we will not evaluate this method. To select the CVI that we will use for our application, we rely on the results of [33]. Here, the authors conducted an extensive performance evaluation of 30 CVIs. They concluded that the Silhouette, Davies–Bouldin, Calinski–Harabasz and Dunn indices behaved better than other indices in almost all cases. In the experiments, the performance of these 4 indices will be compared, with the addition of the elbow method and the NCD-specific method KM-ACC. This paper is available on arxiv under CC 4.0 license. Authors: (1) Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France; (2) Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.; (3) Gosselin Stephane, Orange Labs, Lannion, France; (4) Lemaire Vincent, Orange Labs, Lannion, France; (5) Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France. Authors: Authors: (1) Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France; (2) Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.; (3) Gosselin Stephane, Orange Labs, Lannion, France; (4) Lemaire Vincent, Orange Labs, Lannion, France; (5) Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France. Table of Links Abstract and Intro Abstract and Intro Related work Related work Approaches Approaches Hyperparameter optimization Hyperparameter optimization Estimating the number of novel classes Estimating the number of novel classes Full training procedure Full training procedure Experiments Experiments Conclusion Conclusion Declarations Declarations References References Appendix A: Additional result metrics Appendix A: Additional result metrics Appendix B: Hyperparameters Appendix B: Hyperparameters Appendix C: Cluster Validity Indices numerical results Appendix C: Cluster Validity Indices numerical results Appendix D: NCD k-means centroids convergence study Appendix D: NCD k-means centroids convergence study 5 Estimating the number of novel classes Cluster Validity Indices (CVIs) are commonly used in unsupervised data analysis to estimate the number of clusters and are also applicable to the NCD problem. CVIs are scores that compare the compactness and separation of clusters without the help of external information such as ground truth labels. However, the knowledge from the known classes isn’t used if the CVIs are directly applied to estimate the number of novel classes. Therefore, we propose to apply the CVIs in the latent representation learned by PBN. Projection-based NCD methods such as PBN are designed to create a latent space that emphasizes the relevant features of the known classes. Since these features are shared to some extent with the novel classes, this representation should be better at revealing the clusters we are trying to discover than the original feature space. Consequently, it makes sense that applying the different estimation techniques in the learned latent space should yield better results. Some NCD works have also previously attempted to estimate the number of novel classes. For instance, [3] defines a large number of output neurons in their clustering network (e.g. 100). In this case, the clustering network is expected to use only the necessary number of clusters while leaving the remaining output neurons unused. Clusters were counted if they contained more instances than a certain threshold. However, since, with the exception of TabularNCD, the models studied in this paper do not use a clustering network, we will not evaluate this method. To select the CVI that we will use for our application, we rely on the results of [33]. Here, the authors conducted an extensive performance evaluation of 30 CVIs. They concluded that the Silhouette, Davies–Bouldin, Calinski–Harabasz and Dunn indices behaved better than other indices in almost all cases. In the experiments, the performance of these 4 indices will be compared, with the addition of the elbow method and the NCD-specific method KM-ACC. This paper is available on arxiv under CC 4.0 license. This paper is available on arxiv under CC 4.0 license. available on arxiv

Estimating Novel Class Count in NCD by Leveraging Cluster Validity Indices

Authors: (1) Dominic Petrak, UKP Lab, Department of Computer Science, Technical University of Darmstadt, Germany; (2) Nafise Sadat Moosavi, Department of Computer Science, The University of Sheffield, United Kingdom; (3) Ye Tian, Wluper, London, United Kingdom; (4) Nikolai Rozanov, Wluper, London, United Kingdom; (5) Iryna Gurevych, UKP Lab, Department of Computer Science, Technical University of Darmstadt, Germany. Table of Links Abstract & Introduction Related Work Datasets Examined Manual Error Type Analysis and Taxonomies Automatic Filtering for Potentially Relevant Dialogs Statistical Analysis Evaluation and Experiments Discussion Conclusion, Limitation, Acknowledgments, and References A Integrated Error Taxonomy – Details B Error-Indicating Sentences And Phrases C Automatic Filtering – Implementation D Automatic Filtering – Sentence-Level Analysis E Task-Oriented Dialogs – Examples F Effectiveness Of Automatic Filtering – A Detailed Analysis G Inter-Annotator Agreement – Detailed Analysis H Annotation Guidelines I Hyperparameters and Baseline Experiments J Human-Human Dialogs – Examples B Error-Indicating Sentences And Phrases In this section, we present the collected error indicating sentences along with phrases. Not really like fandoms, haha Just anything online that people make. (Phrase: not really like) It is not saturday. (Phrase: it is not) That doesn’t make sense. (Phrase: doesn’t make sense) That makes no sense. (Phrase: makes no sense) You should put some more things together." (Phrase: you should) You shouldn’t be! (Phrase: you shouldn’t) What do you mean by that?" (Phrase: what do you mean) What are you talking about? (Phrase: what are you talking about) It’s so important for young people to have diverse interest and develop a wide range of skills, don’t you think? (Phrase: don’t you think) I don’t know what you’re talking about. (Phrase: don’t know) What does that have to do with computer games? (Phrase: what does that have to do with) 12. Sorry I meant to say for the cat litter. (Phrase: sorry i meant to say) 13. That didn’t have anything to do with school. (Phrase: didn’t have anything to do with) 14. You do not make sense with your response. (Phrase: your response) 15. That’s not what I asked you. (Phrase: not what i asked) 16. I dont understand. (Phrase: don’t understand) 17. How do you mean? (Phrase: how do you mean) 18. I don’t care about price. (Phrase: i don’t care) 19. You’re not answering the questions. (Phrase: you’re not answering) 20. Like I said before I’m not one to read an actual newspaper but I do like reading opinion and political articles. (Phrase: like i said before) 21. You’re not very helpful Help Desk. (Phrase: not very helpful) 22. Are you sure that there are no hotels on the west side of town? (Phrase: are you sure) 23. I didn’t say anything was scary. (Phrase: i didn’t say) 24. I wouldn’t know this. (Phrase: i wouldn’t know this) 25. That sounds too low. (Phrase: too low) 26. I’m great, but thats off topic. (Phrase: that’s off topic) 27. No, I think when people shape their beards in different ways is really interesting as well! (Phrase: no, I think) 28. Your doing it wrong my friend. (Phrase: you’re doing it wrong) 29. What are you saying? (Phrase: what are you saying) 30. At least you have that then. (Phrase: at least you have) 31. That doesn’t answer my question. (Phrase: that doesn’t answer) 32. I am too old to hike I am in my seventies. (Phrase: i am too old) 33. You aren’t staying on topic at all. (Phrase: not staying on topic) 34. Off the subject, I am thinking of cutting my hair. (Phrase: off the subject) 35. I’m not ready to book just yet. (Phrase: i’m not ready) 36. That’s not what I asked you. (Phrase: i asked you) 37. Dude not cool. (Phrase: dude not cool) 38. I’d really like a 4 star. (Phrase: i’d really like) 39. Thats nonsense." (Phrase: thats nonsense) 40. Actually, I apologize no need to book, I was just gathering information." (Phrase: i apologize) 41. I never said I needed one. (Phrase: i never said i) 42. No I dont think so. (Phrase: no i dont think) 43. I didn’t mention anything about clowns. (Phrase: i didn’t mention) 44. That is odd for alaska. (Phrase: that is odd) 45. Not sure what that means? (Phrase: not sure what that means) 46. It can be what? (Phrase: it can be what) 47. You should learn! (Phrase: you should learn) 48. Umm, what? (Phrase: umm, what) 49. You think so? (Phrase: you think so) 50. No a park is a place and not a person, (Phrase: and not) 51. Why do you say that? (Phrase: why do you say that) 52. I guess I should have asked that first. (Phrase: i should have asked) 53. I said lets talk about sports. (Phrase: i said lets talk about) 54. You’re being annoying is whats happening. (Phrase: you’re being annoying) 55. You could have stated the goods. (Phrase: you could have stated) 56. Who was talking about color? (Phrase: who was talking about) 57. That doesn’t really matter. (Phrase: doesn’t really matter) 58. It’s actually a 1939 movie that was adapted from a novel written earlier. (Phrase: it’s actually) 59. I don’t believe a piano is a stringed instrument. (Phrase: i don’t believe) 60. That’s not relevant. (Phrase: that’s not relevant) 61. Check again. (Phrase: check again) 62. You’re wrong. (Phrase: you’re wrong) 63. That doesn’t have to do with track. (Phrase: that doesn’t have to do with) 64. Instead could it be in Madrid? (Phrase: instead could it) 65. I would prefer in Bombay. (Phrase: i would prefer) 66. No, I don’t like that. (Phrase: i don’t like that) 67. No, this does not work for me. (Phrase: this does not work) This paper is under CC BY-NC-SA 4.0 DEED license. available on arxiv

Error-Indicating Sentences And
Phrases

The NikolAI project has announced the release of its first NFT collection on the TON blockchain, coinciding with mathematician Nikolai Durov's 44th birthday. The collection, comprising 1,000 unique profile pictures (PFPs), represents the project's expansion into digital collectibles. The initiative targets existing token holders, with eligibility restricted to the top 44% of $NIKO holders on the TON blockchain. The qualification period extends until November 28, 2024, at 23:59 UTC, after which eligible holders can participate in the free mint. Market data indicates significant growth for the project, with the $NIKO token reaching a fully diluted valuation of $180 million within two weeks of launch. The project has gained attention for its AI integration, including an automated social media presence across X.com and Telegram platforms. The NFT collection introduces several features for holders: Participation rights in governance decisions


Priority access to future project developments


Potential yield opportunities


Integration with upcoming AI tools The collection's launch occurs amid increasing interest in AI-blockchain integrations within the cryptocurrency sector. Industry analysts note that such projects often aim to combine technological innovation with community engagement mechanisms. Technical implementation details include: AI-generated artwork for each NFT


Smart contract integration on TON blockchain


Automated eligibility verification system


Decentralized distribution mechanism Participating users must hold their tokens on-chain, as centralized exchange positions do not qualify for the NFT distribution. This requirement aligns with broader industry trends encouraging on-chain asset custody. The development represents a significant milestone in TON blockchain's NFT ecosystem, potentially influencing future projects in the space. Market observers suggest that successful implementation could establish new standards for AI-integrated blockchain applications. For cryptocurrency markets, this launch demonstrates continued evolution in NFT utility beyond simple collectibles. The integration of governance rights and future benefits indicates a shift toward more complex token economics in digital asset projects. The collection's timing coincides with increased attention on AI applications in blockchain technology, as projects explore combinations of artificial intelligence and distributed ledger systems. Industry participants suggest such integrations could influence future developments in both sectors. The project's expansion into NFTs reflects broader market trends toward multi-faceted cryptocurrency platforms combining various technological elements. Success metrics will likely depend on community engagement and technological implementation quality. For TON blockchain ecosystem participants, this development potentially signals increasing platform capabilities in NFT and AI integrations. The project's performance could influence future development directions on the network. Don’t forget to like and share the story! Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR The NikolAI project has announced the release of its first NFT collection on the TON blockchain, coinciding with mathematician Nikolai Durov's 44th birthday. The collection, comprising 1,000 unique profile pictures (PFPs), represents the project's expansion into digital collectibles. The initiative targets existing token holders, with eligibility restricted to the top 44% of $NIKO holders on the TON blockchain. The qualification period extends until November 28, 2024, at 23:59 UTC, after which eligible holders can participate in the free mint. Market data indicates significant growth for the project, with the $NIKO token reaching a fully diluted valuation of $180 million within two weeks of launch. The project has gained attention for its AI integration, including an automated social media presence across X.com and Telegram platforms. X.com The NFT collection introduces several features for holders: Participation rights in governance decisions Priority access to future project developments Potential yield opportunities Integration with upcoming AI tools Participation rights in governance decisions Participation rights in governance decisions Priority access to future project developments Priority access to future project developments Potential yield opportunities Potential yield opportunities Integration with upcoming AI tools Integration with upcoming AI tools The collection's launch occurs amid increasing interest in AI-blockchain integrations within the cryptocurrency sector. Industry analysts note that such projects often aim to combine technological innovation with community engagement mechanisms. Technical implementation details include: AI-generated artwork for each NFT Smart contract integration on TON blockchain Automated eligibility verification system Decentralized distribution mechanism AI-generated artwork for each NFT AI-generated artwork for each NFT Smart contract integration on TON blockchain Smart contract integration on TON blockchain Automated eligibility verification system Automated eligibility verification system Decentralized distribution mechanism Decentralized distribution mechanism Participating users must hold their tokens on-chain, as centralized exchange positions do not qualify for the NFT distribution. This requirement aligns with broader industry trends encouraging on-chain asset custody. The development represents a significant milestone in TON blockchain's NFT ecosystem, potentially influencing future projects in the space. Market observers suggest that successful implementation could establish new standards for AI-integrated blockchain applications. For cryptocurrency markets, this launch demonstrates continued evolution in NFT utility beyond simple collectibles. The integration of governance rights and future benefits indicates a shift toward more complex token economics in digital asset projects. The collection's timing coincides with increased attention on AI applications in blockchain technology, as projects explore combinations of artificial intelligence and distributed ledger systems. Industry participants suggest such integrations could influence future developments in both sectors. The project's expansion into NFTs reflects broader market trends toward multi-faceted cryptocurrency platforms combining various technological elements. Success metrics will likely depend on community engagement and technological implementation quality. For TON blockchain ecosystem participants, this development potentially signals increasing platform capabilities in NFT and AI integrations. The project's performance could influence future development directions on the network. Don’t forget to like and share the story! Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program . HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR Vested Interest Disclosure: business blogging program business blogging program

NikolAI Launches AI-Generated NFT Collection on TON Blockchain

Authors:
(1) Guillaume Staerman, INRIA, CEA, Univ. Paris-Saclay, France;
(2) Marta Campi, CERIAH, Institut de l’Audition, Institut Pasteur, France;
(3) Gareth W. Peters, Department of Statistics & Applied Probability, University of California Santa Barbara, USA. Table of Links Abstract and 1. Introduction 2. Background & Preliminaries 2.1. Functional Isolation Forest 2.2. The Signature Method 3. Signature Isolation Forest Method 4. Numerical Experiments 4.1. Parameters Sensitivity Analysis 4.2. Advantages of (K-)SIF over FIF 4.3. Real-data Anomaly Detection Benchmark 5. Discussion & Conclusion, Impact Statements, and References Appendix A. Additional Information About the Signature B. K-SIF and SIF Algorithms C. Additional Numerical Experiments 4.2. Advantages of (K-)SIF over FIF This part highlights the advantages of our class of algorithms over Functional Isolation Forest. We provide numerical experiments supporting our approach’s appealing properties, such as the robustness to noisy data and detecting order variation changes. Robustness to Noise. We now explore the sensitivity of our class of algorithms to noisy data. We also provide a comparison with Functional Isolation Forest. To that end, we simulate a dataset of 500 ‘relatively smooth’ standard Brownian motion paths with µ = 0 and σ = 0.05. We also simulate 50 standard Brownian motion paths with µ = 0 and σ ∈ [0.05, 0.2]. Depending on the level of noise present in the last 50 curves (i.e., standard deviation here), these paths may represent normal, noisy and abnormal data. For example, 0.05 (corresponding to 0 noise level) is normal data, while 0.2 (corresponding to 0.15 noise level) is abnormal. We perform K-SIF and FIF with both ‘Brownian’ and ‘Cosine’ dictionaries and report the AUC under the ROC curves by considering the 50 curves as the second class in Figure 2. An AUC of 1 means that the 50 curves of the second class are identified as anomalies, while an AUC of 0.5 indicates that the algorithm cannot distinguish them from normal data. According to the findings provided in Section 4.1, the parameters for K-SIF have been chosen such that the number of split window sizes is equal to 10 while the depth of the signature k = 2. We can observe that FIF, regardless of the dictionary used, is highly sensitive to noisy data and considers it abnormal, even with a minimal noise level. In contrast, K-SIF is way more robust to such data and requires higher noise levels to start viewing this data as anomalies. (K-)SIF detects Swap Order Variation Changes. The signature method considers the order of occurring events in functional data. To investigate this phenomenon with our proposed class of algorithms, we define a synthetic dataset of 100 smooth functions given by with t ∈ [0, 1] and q equispaced in [1, 1.4]. Then, we simulate the occurrences of events by adding Gaussian noise on different portions of the functions. We randomly select 90% of them and add Gaussian values on a sub-interval, i.e., where ε(t) ∼ N (0, 0.8). We consider the 10% remaining as abnormal by adding the same ‘events’ on another subinterval compared to the first one, i.e., where ε(t) ∼ N (0, 0.8). See Figure 8 in the Appendix for a dataset visualization. To summarize, we have constructed two identical events occurring at different parts of the functions, leading to isolating anomalies. As presented in the introduction, this class of anomalous data are amongst the most challenging to identify. We compute SIF, K-SIF and FIF with Brownian and Cosine dictionaries on these simulated datasets. As indicated in Section 4.1, for (K-)SIF, we choose ω = 10, the number of split windows, and k = 2, the depth of the signature. In Figure 3, we report boxplots of the anomaly score returned by the algorithms for the normal data in purple and abnormal data in yellow. While this could appear a very simple task, in practice, it is highly challenging for an AD algorithm to differentiate such classes of curves. The introduction of the signature method should tackle precisely this type of scenario, since taking into account the order of the events. Using both dictionaries, FIF fails to detect this anomaly as it is not designed to handle these type of phenomena. In contrast, K-SIF and SIF produce significantly distinguished scores between normal and abnormal data, efficiently classifying the second data class as anomaly. This paper is available on arxiv under CC BY 4.0 DEED license. Authors: (1) Guillaume Staerman, INRIA, CEA, Univ. Paris-Saclay, France; (2) Marta Campi, CERIAH, Institut de l’Audition, Institut Pasteur, France; (3) Gareth W. Peters, Department of Statistics & Applied Probability, University of California Santa Barbara, USA. Authors: Authors: (1) Guillaume Staerman, INRIA, CEA, Univ. Paris-Saclay, France; (2) Marta Campi, CERIAH, Institut de l’Audition, Institut Pasteur, France; (3) Gareth W. Peters, Department of Statistics & Applied Probability, University of California Santa Barbara, USA. Table of Links Abstract and 1. Introduction Abstract and 1. Introduction 2. Background & Preliminaries 2. Background & Preliminaries 2.1. Functional Isolation Forest 2.1. Functional Isolation Forest 2.2. The Signature Method 2.2. The Signature Method 3. Signature Isolation Forest Method 3. Signature Isolation Forest Method 4. Numerical Experiments 4. Numerical Experiments 4.1. Parameters Sensitivity Analysis 4.1. Parameters Sensitivity Analysis 4.2. Advantages of (K-)SIF over FIF 4.2. Advantages of (K-)SIF over FIF 4.3. Real-data Anomaly Detection Benchmark 4.3. Real-data Anomaly Detection Benchmark 5. Discussion & Conclusion, Impact Statements, and References 5. Discussion & Conclusion, Impact Statements, and References Appendix A. Additional Information About the Signature A. Additional Information About the Signature B. K-SIF and SIF Algorithms B. K-SIF and SIF Algorithms C. Additional Numerical Experiments C. Additional Numerical Experiments 4.2. Advantages of (K-)SIF over FIF This part highlights the advantages of our class of algorithms over Functional Isolation Forest. We provide numerical experiments supporting our approach’s appealing properties, such as the robustness to noisy data and detecting order variation changes. Robustness to Noise. We now explore the sensitivity of our class of algorithms to noisy data. We also provide a comparison with Functional Isolation Forest. To that end, we simulate a dataset of 500 ‘relatively smooth’ standard Brownian motion paths with µ = 0 and σ = 0.05. We also simulate 50 standard Brownian motion paths with µ = 0 and σ ∈ [0.05, 0.2]. Depending on the level of noise present in the last 50 curves (i.e., standard deviation here), these paths may represent normal, noisy and abnormal data. For example, 0.05 (corresponding to 0 noise level) is normal data, while 0.2 (corresponding to 0.15 noise level) is abnormal. Robustness to Noise. We perform K-SIF and FIF with both ‘Brownian’ and ‘Cosine’ dictionaries and report the AUC under the ROC curves by considering the 50 curves as the second class in Figure 2. An AUC of 1 means that the 50 curves of the second class are identified as anomalies, while an AUC of 0.5 indicates that the algorithm cannot distinguish them from normal data. According to the findings provided in Section 4.1, the parameters for K-SIF have been chosen such that the number of split window sizes is equal to 10 while the depth of the signature k = 2. We can observe that FIF, regardless of the dictionary used, is highly sensitive to noisy data and considers it abnormal, even with a minimal noise level. In contrast, K-SIF is way more robust to such data and requires higher noise levels to start viewing this data as anomalies. (K-)SIF detects Swap Order Variation Changes. The signature method considers the order of occurring events in functional data. To investigate this phenomenon with our proposed class of algorithms, we define a synthetic dataset of 100 smooth functions given by (K-)SIF detects Swap Order Variation Changes. with t ∈ [0, 1] and q equispaced in [1, 1.4]. Then, we simulate the occurrences of events by adding Gaussian noise on different portions of the functions. We randomly select 90% of them and add Gaussian values on a sub-interval, i.e., where ε(t) ∼ N (0, 0.8). We consider the 10% remaining as abnormal by adding the same ‘events’ on another subinterval compared to the first one, i.e., where ε(t) ∼ N (0, 0.8). See Figure 8 in the Appendix for a dataset visualization. To summarize, we have constructed two identical events occurring at different parts of the functions, leading to isolating anomalies. As presented in the introduction, this class of anomalous data are amongst the most challenging to identify. We compute SIF, K-SIF and FIF with Brownian and Cosine dictionaries on these simulated datasets. As indicated in Section 4.1, for (K-)SIF, we choose ω = 10, the number of split windows, and k = 2, the depth of the signature. In Figure 3, we report boxplots of the anomaly score returned by the algorithms for the normal data in purple and abnormal data in yellow. While this could appear a very simple task, in practice, it is highly challenging for an AD algorithm to differentiate such classes of curves. The introduction of the signature method should tackle precisely this type of scenario, since taking into account the order of the events. Using both dictionaries, FIF fails to detect this anomaly as it is not designed to handle these type of phenomena. In contrast, K-SIF and SIF produce significantly distinguished scores between normal and abnormal data, efficiently classifying the second data class as anomaly. This paper is available on arxiv under CC BY 4.0 DEED license. This paper is available on arxiv under CC BY 4.0 DEED license. available on arxiv

How (K-)SIF Outperforms FIF in Noise Robustness and Event Order Detection

Technologically advanced from the moment you land on their website. Slick, eye-catching and “dynamic” due to animation elements that complicate the process of perceiving and evaluating the company's work, leading to a stereotypical assumption that we're dealing with more of a marketing agency than a 3D visualization studio. Simple and minimalist, with portfolios full of works “in line with the deadly dull”. Bright and garish, inevitably catching the eye after the “sterile” teams (who either follow current trends and have the ability to create the illusion of reality, or struggle with their own brand positioning). Subtly attractive, reflecting a true commitment to sustainability through every “clean line” of architectural objects. Old-fashioned, but with a tendency to conquer modernity with their authenticity... I have reviewed dozens of 3D visualization studios scattered across the globe, from Switzerland’s Valaiselena to the bustling streets of London. And I can say that, depending on cultural codes (or perhaps a simple “national” alignment in tastes) or the basic “technical” potential, each of them may not fit “size-wise” for everyone. And this is despite the fact that, at first glance, the team seems to cover every possible need of the client. This initial assessment can often be misleading – turning into disappointment for the "customer" who has already envisioned vibrant yacht renders on their website! But they don’t do those... Due to the technological advancements in the 3D field, its products (ranging from architectural visualizations or panoramic “shots” of houses integrated into mountain landscapes, to spaces designed for the metaverse) have become powerful tools for extracting either short-term or long-term, commercial or mutual benefits. That’s all true. But this "everything" also largely depends on the situation, as the individual request of the client requires a specific and precise solution. What does this mean? It means that browsing and getting inspired by portfolios is pleasant (especially when the renders are detailed, vivid and high quality), but it’s better when their work aligns with the “products” they claim to deliver. It means that the lack of a clearly outlined development process may either indicate an unprofessional approach or, conversely, be an intriguing part of marketing... Who knows? I only know the basic truths that one should pay attention to when choosing that coveted, responsible studio. And here is their list! Influential Rendering – a Business Boost The demand for 3D visualization and rendering studios is driven by the rapid growth of the impact that "beautiful" images have, first and foremost, on business. Through a comprehensive presentation, where the effectiveness of visualizations – such as for hotel chains – is backed by a well-structured narrative of the project’s goals, it is possible not only to make a powerful impression on investors but also to demonstrate the advantages of investing in infrastructure development. The 3D product is integrated into virtually every sphere of life. New beauty salons, existing online stores losing loyal customers, real estate developers needing to generate demand for properties before they are completed, and marketing agencies offering services on behalf of individual clients, all require 3D visualizations. In general, an accurate "image" is a crucial step that influences the perception of the final product, whether it’s an architectural structure, interior design, or a new product on the market. For this reason, it’s essential to choose the right 3D visualization studio that will understand your idea and bring it to life with precision and detail. Versatility and Diversity of the Portfolio Our main concern is creating spaces or objects that touch people's lives. Good design should offer a singular experience to those who encounter or inhabit it; it should be memorable, characterful, and surprising – a timeless design that speaks powerfully to both place and people – said the founder of Autoban. I believe that reflecting designs in a portfolio that remain relevant beyond the constraints of time is something only true professionals can achieve. And if you can assess this quality over time, you are likely dealing with the best in the field. However, what truly sets the company apart in a competitive market is its ability to work effectively not only with interiors but also with exteriors – whether it’s homes, villas, yachts, or cars. This means the portfolio must be diverse. Such a level of "preparation" may subtly hint at hidden technical aspects of the company that the client might not be aware of until they speak with a manager: the number of employees (after all, one person can’t do everything), the ability to meet expectations (what if a client needs a faucet model that is available in their portfolio?), and so on. The portfolio reflects the product’s specificity and signals a green light to the client that the product is ready to be "ordered". How to Adapt Unreal Engine for Archviz Needs This is a question that doesn’t need to be asked by those who keep up with not only the updates from Epic Games but also stay tuned to the latest releases of rendering engines and modeling software in general. In fact, the combination of the words “adaptation” and “Unreal Engine” is increasingly becoming a marker of an artist’s qualifications – specifically, 3D visualization studios. And here, we’re not talking about blindly following a trend that would automatically label you as a programmer who has mastered only the Blueprint system (although this is a bonus in itself). No. What’s important is always knowing how to extract the knowledge that will help optimize and streamline the process of creating projects faster (without sacrificing quality). After all, Twinmotion within the context of archviz is equally invaluable, isn’t it? Understanding Client Needs Asking the right questions is a valuable skill, and it should be inherent to any studio. The success of a project lies in the ability to "extract" details, as this ensures accurate execution and eliminates any risks of errors. The better the studio understands the tasks and goals, the faster – and even more cost-effectively –they can bring your vision to life. \In our field, the ability to accurately understand the context in which a client presents their task and to identify their expectations is key to success. The better we grasp the essence of their idea, the faster and more efficiently we can bring that vision to life through 3D visualization technologies. This enables us to achieve excellent results while also reducing costs for the client – said Alexander Kasperovich, CEO Studio 57. Transparency of the Process I’ve already touched on the topic of “transparency” when discussing how 3D studios fill their websites with detailed information about their working algorithms. This concept extends even further – into communication. The absence of uncertainty is a guarantee that the client will be satisfied, leave a positive review about how carefully we addressed their concerns, and even recommend us to their acquaintances. Flexibility or project adjustments A studio that is open to revisions demonstrates its commitment to quality that borders on perfection (understanding that true perfection isn’t always attainable). A good company knows that top-tier 3D visualization doesn’t happen on the first try and is always ready to make adjustments. Openness to constructive criticism is a crucial aspect of successful collaboration. Technologically advanced from the moment you land on their website. Slick, eye-catching and “dynamic” due to animation elements that complicate the process of perceiving and evaluating the company's work, leading to a stereotypical assumption that we're dealing with more of a marketing agency than a 3D visualization studio. Simple and minimalist, with portfolios full of works “in line with the deadly dull”. Bright and garish, inevitably catching the eye after the “sterile” teams (who either follow current trends and have the ability to create the illusion of reality, or struggle with their own brand positioning). Subtly attractive, reflecting a true commitment to sustainability through every “clean line” of architectural objects. Old-fashioned, but with a tendency to conquer modernity with their authenticity... I have reviewed dozens of 3D visualization studios scattered across the globe, from Switzerland’s Valaiselena to the bustling streets of London. And I can say that, depending on cultural codes (or perhaps a simple “national” alignment in tastes) or the basic “technical” potential, each of them may not fit “size-wise” for everyone. And this is despite the fact that, at first glance, the team seems to cover every possible need of the client. This initial assessment can often be misleading – turning into disappointment for the "customer" who has already envisioned vibrant yacht renders on their website! But they don’t do those... Due to the technological advancements in the 3D field, its products (ranging from architectural visualizations or panoramic “shots” of houses integrated into mountain landscapes, to spaces designed for the metaverse) have become powerful tools for extracting either short-term or long-term, commercial or mutual benefits. That’s all true. But this "everything" also largely depends on the situation, as the individual request of the client requires a specific and precise solution. What does this mean? It means that browsing and getting inspired by portfolios is pleasant (especially when the renders are detailed, vivid and high quality), but it’s better when their work aligns with the “products” they claim to deliver. It means that the lack of a clearly outlined development process may either indicate an unprofessional approach or, conversely, be an intriguing part of marketing... Who knows? I only know the basic truths that one should pay attention to when choosing that coveted, responsible studio. And here is their list! Influential Rendering – a Business Boost Influential Rendering – a Business Boost The demand for 3D visualization and rendering studios is driven by the rapid growth of the impact that "beautiful" images have, first and foremost, on business. Through a comprehensive presentation, where the effectiveness of visualizations – such as for hotel chains – is backed by a well-structured narrative of the project’s goals, it is possible not only to make a powerful impression on investors but also to demonstrate the advantages of investing in infrastructure development. The 3D product is integrated into virtually every sphere of life. New beauty salons, existing online stores losing loyal customers, real estate developers needing to generate demand for properties before they are completed, and marketing agencies offering services on behalf of individual clients, all require 3D visualizations. In general, an accurate "image" is a crucial step that influences the perception of the final product, whether it’s an architectural structure, interior design, or a new product on the market. For this reason, it’s essential to choose the right 3D visualization studio that will understand your idea and bring it to life with precision and detail. Versatility and Diversity of the Portfolio Versatility and Diversity of the Portfolio Our main concern is creating spaces or objects that touch people's lives. Good design should offer a singular experience to those who encounter or inhabit it; it should be memorable, characterful, and surprising – a timeless design that speaks powerfully to both place and people Our main concern is creating spaces or objects that touch people's lives. Good design should offer a singular experience to those who encounter or inhabit it; it should be memorable, characterful, and surprising – a timeless design that speaks powerfully to both place and people – said the founder of Autoban . Autoban Autoban I believe that reflecting designs in a portfolio that remain relevant beyond the constraints of time is something only true professionals can achieve. And if you can assess this quality over time, you are likely dealing with the best in the field. However, what truly sets the company apart in a competitive market is its ability to work effectively not only with interiors but also with exteriors – whether it’s homes, villas, yachts, or cars. This means the portfolio must be diverse. Such a level of "preparation" may subtly hint at hidden technical aspects of the company that the client might not be aware of until they speak with a manager: the number of employees (after all, one person can’t do everything), the ability to meet expectations (what if a client needs a faucet model that is available in their portfolio?), and so on. The portfolio reflects the product’s specificity and signals a green light to the client that the product is ready to be "ordered". How to Adapt Unreal Engine for Archviz Needs How to Adapt Unreal Engine for Archviz Needs This is a question that doesn’t need to be asked by those who keep up with not only the updates from Epic Games but also stay tuned to the latest releases of rendering engines and modeling software in general. Epic Games Epic Games In fact, the combination of the words “adaptation” and “Unreal Engine” is increasingly becoming a marker of an artist’s qualifications – specifically, 3D visualization studios. And here, we’re not talking about blindly following a trend that would automatically label you as a programmer who has mastered only the Blueprint system (although this is a bonus in itself). No. What’s important is always knowing how to extract the knowledge that will help optimize and streamline the process of creating projects faster (without sacrificing quality). After all, Twinmotion within the context of archviz is equally invaluable, isn’t it? Understanding Client Needs Understanding Client Needs Asking the right questions is a valuable skill, and it should be inherent to any studio. The success of a project lies in the ability to "extract" details, as this ensures accurate execution and eliminates any risks of errors. The better the studio understands the tasks and goals, the faster – and even more cost-effectively –they can bring your vision to life. \In our field, the ability to accurately understand the context in which a client presents their task and to identify their expectations is key to success. The better we grasp the essence of their idea, the faster and more efficiently we can bring that vision to life through 3D visualization technologies. This enables us to achieve excellent results while also reducing costs for the client \In our field, the ability to accurately understand the context in which a client presents their task and to identify their expectations is key to success. The better we grasp the essence of their idea, the faster and more efficiently we can bring that vision to life through 3D visualization technologies. This enables us to achieve excellent results while also reducing costs for the client – said Alexander Kasperovich, CEO Studio 57. CEO Studio 57. CEO Studio 57. Transparency of the Process I’ve already touched on the topic of “transparency” when discussing how 3D studios fill their websites with detailed information about their working algorithms. This concept extends even further – into communication. The absence of uncertainty is a guarantee that the client will be satisfied, leave a positive review about how carefully we addressed their concerns, and even recommend us to their acquaintances. Flexibility or project adjustments Flexibility or project adjustments A studio that is open to revisions demonstrates its commitment to quality that borders on perfection (understanding that true perfection isn’t always attainable). A good company knows that top-tier 3D visualization doesn’t happen on the first try and is always ready to make adjustments. Openness to constructive criticism is a crucial aspect of successful collaboration.

100% Match: How to Know You’ve Found a 3D Visualization Studio that Will Bring Your Dreams to Life?

AOP Frameworks Can Do Wonders For Your Project — Here's How

A recent study conducted by Kiseki in the fall of 2024 uncovers a fascinating trend: Japanese singles are increasingly eager to connect with people from around the globe. This shift in social dynamics is noteworthy. Record Numbers of Japanese Living Abroad According to the Ministry of Foreign Affairs, a historic high of 570,000 Japanese citizens now reside overseas, the largest figure seen in over 30 years. This surge reflects a vibrant curiosity about diverse cultures, particularly among younger generations, as highlighted by Kiseki's latest research. The survey reveals that over 95% of Japanese singles are enthusiastic about engaging with foreigners. Given Japan’s historically complex attitudes toward international cultures, it’s intriguing to explore what drives this newfound openness. Understanding the Motivations Behind Japan's Singles Delving into the desires of Japanese singles is a complex endeavor. Kiseki, a part of the Social Discovery Group and recognized for its excellence in global matchmaking by the Japan Number One Research Institute LLC, conducted an insightful online survey with over 230 participants from various age brackets. The findings are compelling. A Remarkable 95% Eager to Connect with Foreigners One of the most striking insights from Kiseki’s 2024 survey is that an impressive 95% of respondents express a desire to connect with individuals from other countries. The enthusiasm is nearly equal among men (96%) and women (94%), indicating that this interest transcends gender. Many participants articulated their intentions clearly: while some are in search of love and romance, a significant number prioritize friendship. In fact, 70% are looking to forge friendships through communication, while 29% simply wish for someone to converse with. Language acquisition also plays a crucial role, with 56% eager to practice their speaking skills with others.While friendship and language learning are primary motivators, romance remains an appealing prospect for many. Kiseki reports that 21% of respondents are actively seeking love, with men showing slightly more interest than women. The Rise of International Romance The trend toward international relationships is already gaining momentum in Japan. The survey indicates that 45% of participants have engaged in romantic relationships with foreigners, with women (50%) reporting higher rates than men (36%). Digital platforms are pivotal in fostering these international connections. Kiseki's findings show that 32% have met foreigners online, and 11% have established both online and offline relationships. Younger individuals are particularly inclined to connect digitally, although offline interactions tend to increase with age. When asked about their preferred methods for meeting new people in the future, over 70% expressed a willingness to engage through online platforms or dating sites. Notably, many Japanese singles prefer a gradual approach—favoring casual friendships and language exchanges before diving into romantic pursuits. Kiseki: Bridging Connections Across Borders While there’s a clear enthusiasm among Japanese singles for meeting foreigners, navigating these connections can be challenging. Launched by SDG, Kiseki has become a leading platform for connecting individuals from approximately 80 countries. Kiseki offers seamless communication features such as AI-assisted chat translations, speed matching, and video calls, facilitating meaningful interactions across borders. The platform encourages users to take their time in building friendships and developing online relationships while also serving as a resource for language learning and cultural exploration. Safety is paramount; Kiseki employs rigorous identity and age verification through trusted providers like Liquid, ensuring a secure environment for its users. In conclusion, as Japan’s singles increasingly seek connections beyond their borders, platforms like Kiseki play a vital role in fostering these exciting new relationships—whether they blossom into friendships or romantic partnerships. A recent study conducted by Kiseki in the fall of 2024 uncovers a fascinating trend: Japanese singles are increasingly eager to connect with people from around the globe. This shift in social dynamics is noteworthy. Kiseki Record Numbers of Japanese Living Abroad According to the Ministry of Foreign Affairs, a historic high of 570,000 Japanese citizens now reside overseas, the largest figure seen in over 30 years. This surge reflects a vibrant curiosity about diverse cultures, particularly among younger generations, as highlighted by Kiseki's latest research. The survey reveals that over 95% of Japanese singles are enthusiastic about engaging with foreigners. Given Japan’s historically complex attitudes toward international cultures, it’s intriguing to explore what drives this newfound openness. Understanding the Motivations Behind Japan's Singles Delving into the desires of Japanese singles is a complex endeavor. Kiseki, a part of the Social Discovery Group and recognized for its excellence in global matchmaking by the Japan Number One Research Institute LLC, conducted an insightful online survey with over 230 participants from various age brackets. The findings are compelling. Social Discovery Group A Remarkable 95% Eager to Connect with Foreigners One of the most striking insights from Kiseki’s 2024 survey is that an impressive 95% of respondents express a desire to connect with individuals from other countries. The enthusiasm is nearly equal among men (96%) and women (94%), indicating that this interest transcends gender. Many participants articulated their intentions clearly: while some are in search of love and romance, a significant number prioritize friendship. In fact, 70% are looking to forge friendships through communication, while 29% simply wish for someone to converse with. Language acquisition also plays a crucial role, with 56% eager to practice their speaking skills with others.While friendship and language learning are primary motivators, romance remains an appealing prospect for many. Many participants articulated their intentions clearly: while some are in search of love and romance, a significant number prioritize friendship. In fact, 70% are looking to forge friendships through communication, while 29% simply wish for someone to converse with. Language acquisition also plays a crucial role, with 56% eager to practice their speaking skills with others.While friendship and language learning are primary motivators, romance remains an appealing prospect for many. Kiseki reports that 21% of respondents are actively seeking love, with men showing slightly more interest than women. The Rise of International Romance The trend toward international relationships is already gaining momentum in Japan. The survey indicates that 45% of participants have engaged in romantic relationships with foreigners, with women (50%) reporting higher rates than men (36%). Digital platforms are pivotal in fostering these international connections. Kiseki's findings show that 32% have met foreigners online, and 11% have established both online and offline relationships. Younger individuals are particularly inclined to connect digitally, although offline interactions tend to increase with age. When asked about their preferred methods for meeting new people in the future, over 70% expressed a willingness to engage through online platforms or dating sites . Notably, many Japanese singles prefer a gradual approach—favoring casual friendships and language exchanges before diving into romantic pursuits. dating sites Kiseki: Bridging Connections Across Borders While there’s a clear enthusiasm among Japanese singles for meeting foreigners, navigating these connections can be challenging. Launched by SDG , Kiseki has become a leading platform for connecting individuals from approximately 80 countries. Kiseki offers seamless communication features such as AI-assisted chat translations, speed matching, and video calls, facilitating meaningful interactions across borders. The platform encourages users to take their time in building friendships and developing online relationships while also serving as a resource for language learning and cultural exploration. Safety is paramount; Kiseki employs rigorous identity and age verification through trusted providers like Liquid, ensuring a secure environment for its users. SDG In conclusion, as Japan’s singles increasingly seek connections beyond their borders, platforms like Kiseki play a vital role in fostering these exciting new relationships—whether they blossom into friendships or romantic partnerships. In conclusion, as Japan’s singles increasingly seek connections beyond their borders, platforms like Kiseki play a vital role in fostering these exciting new relationships—whether they blossom into friendships or romantic partnerships.

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