DOHA, Qatar, Oct. 10, 2023 /PRNewswire/ -- Recognizing the transformative power of AI and how it is becoming an integral part of our daily lives, the WISE Summit 2023 will bring together educators from diverse backgrounds, including tech innovators, AI ...

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Leading hotel tech provider takes transformative step towards a next generation CRM platform that empowers hoteliers to build stronger relationships with their guests whilst driving profitable revenue BARCELONA, Spain, Oct. 10, 2023 /PRNewswire/ -- Cendyn ...

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Alex Brierley of Octopus Energy Generation’s fund management team underscores the investment potential in the green energy shift and the role of institutional investors in driving a sustainable future

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Hyro's omnichannel conversational AI platform will be added to UST's patient-centric digital offerings for health systems, enabling healthcare providers to redesign their contact centers through ...

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TOOL's long-awaited 2023 headlining tour has finally begun. Last night in Loveland, Colorado, the progresive metal auteurs played their first non-festival show of the year, and the setlist boasted old favorites, newer gems and one semi-surprise for the die ...

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Let's learn about via these 60 free stories. They are ordered by most time reading created on HackerNoon. Visit the to find the most read stories about any technology. Conversational Ai /Learn Repo The automated chatbot that most websites nowadays have as customer service; does basic answer and response tasks. 1. The Social Impact That Deepfake Porn Has On Its Victims Recently, Deeptrance revealed that 15,000 deepfake videos were uploaded daily. 96% were clear pornography of morphed celeb faces onto adult entertainers. 2. Take ChatGPT With You: Introducing Ariana, the ChatGPT Assistant That Lives in WhatsApp Meet Ariana, a ChatGPT AI assistant living in WhatsApp, providing instant answers, translations, and idea generation. 3. Welcome to the World of Artificial Intelligence Programming Discover everything you need to know about artificial intelligence programming 4. Artificial Intelligence That Doesn’t Annoy Customers How to make virtual assistant (conversational AI chatbot), that doesn't get users angry 5. Interview with CEO & Co-founder of Symbl.AI Surbhi Rathore is the cofounder of Symbl, a programmable platform enabling developers to build next-generation AI-powered communication experiences 6. How to Build a Conversational AI bot Using Blenderbot How to build a conversational Bot with the Blenderbot model, an Open Source Language Generation Model made by Facebook AI so that you can have your own Siri. 7. Why is the Education Industry Opting for Conversational AI? As we all know that education is very much important in ones life. Conversational AI can help to improve the  teacher and student interaction. 8. How the Conversational AI Analytics will transform the business? 9. An Essential Guide to Data Collection for Conversational AI With conversational AI being the future of interactions, how can businesses develop and launch rock-solid solutions? 10. As AI Gets More Emotionally Intelligent, So Must We How people behave in solitude is vastly different than how they behave in public, but the foundation of one’s persona remains constant. Dancing around the apartment when nobody’s watching expresses a secret desire to do so on a grand stage, but humans modulate those whims as societal norms dictate. 11. Using ChatGPT to Recover Amounts Owed by Your Client Read how a CEO used ChatGPT to generate a scary email to get $109,500 owed to his company. 12. Is AI Really Disrupting the Way We Live and Work? As artificial intelligence becomes more and more integrated into our workplace and daily life, it will fundamentally disrupt the way we live and work. A recent survey of 5,700 Harvard Business School alumni found that even in the elite group, 52% believe that the number of employees in general companies will decrease in the three years from now. 13. ChatGPT is a Huge Win for Conversational AI Companies (and Their Customers) — Here's Why Find out why we believe ChatGPT is a massive win for conversational AI companies and how this incredible language model can be harnessed to enhance NLU. 14. Improving AI-Assisted Conversation With Zero-Shot Learning Assimilating zero-shot learning with machine learning networks holds many advantages for developers across a wide range of fields. 15. [Infographic] The State of Conversational AI in 2020 Conversational AI was always poised to take off in 2020. In fact, Gartner predicted that 80% of businesses would implement some sort of conversational interface by the end of this year. With the emergence of COVID-19 came compounded growth for the category - and I wanted to capture just how far we’ve come. So for the conversationally curious out there, I created this infographic that offers a clear depiction of where conversational AI stands at this very moment in time. [16. MAKE CONVERSATIONAL AI WORK at JUNCTION 2020 HACKATHON](https://hackernoon.com/make-conversational-ai-work-at-junction-2020-hackathon-pts3egp) 17. The Power of AI in Recruiting: How The Business World is Changing for Good AI drastically improved the world around us in many different ways. However, there are still many notable concerns with regard to overall impact on employment. 18. The Conversational AI Arms Race Has Begun The grown-ups have entered the room. Google and Microsoft have officially entered the conversational AI arms race in search. 19. Voice is the Safest and Most Accurate for Emotion AI Analysis Voice is one of several unique, innate, and immutable biometric identifiers. Other identifiers include retinal scans, iris scans and facial geometry scans. As technology evolves, so does the public’s concern regarding issues of privacy. Consider, for example, the turmoil DNA evidence introduced to our legal system in the late 1990’s, or, the controversial introduction of fingerprint evidence in the 1910 murder trial of Clarence Hiller in Chicago, Illinois. 20. How To Build an AI-Powered Financial Assistant App Find answers to the most common questions related to the development of a financial management application in 2022. 21. Conversational AI in Healthcare: 2 Key Use Cases If there is a silver lining somewhere with the COVID-19 pandemic engulfing the globe, it’s that we have been forced to introspect on the healthcare sector, both public and private, and whether it has the tools it needs – not only to deal with such crises, but to ensure the best possible healthcare outcomes even under normal circumstances. 22. 7 AI-powered Chatbots If you’re a millennial, you’ll know SmarterChild, the first-ever instant messaging bot with natural language comprehension ability. It was developed in 2000 and demonstrated exceptional wit, which most of today’s bot cannot. SmarterChild used to chat with about 2,50,000 humans every day with funny, sad, and sarcastic emotions. Today, we’ve traveled a distance with technologies like AI, ML, NLP, etc. and bots like Xiaocle have passed Turing tests of 10 minutes (i.e. users couldn’t identify that they’re talking to a bot for about 10 minutes). 23. Discussing The Applications of AI Chatbots in Healthcare at the World Economic Forum The World Economic Forum is mostly known for its highly anticipated annual meeting in Davos, Switzerland — a scene of global intrigue and a convergence point for the planet’s most influential politicians, investors, activists, CEOs, and economists. 24. ChatGPT for Office Politics: When is it Ethical? Have you ever stopped to consider the power of language models like ChatGPT and how they can impact our beliefs and opinions? 25. Drive Success with Conversational Marketing: The Feedback-Oriented Approach Conversational marketing can be a solution to achieve faster response times. In this guide, we discuss how to develop effective chatbot applications. 26. What Patients Are Asking Our COVID-19 Virtual Assistant According to a recent Pew Research Center poll, in just one week (March 16–24), the number of Americans who view the coronavirus as a major threat to public health spiked by nearly 20%, from 47% to 66% — a figure that is growing exponentially. 27. An Intro to MedPaLM: ChatGPT's Healthcare-Focused "Cousin" ChatGPT for healthcare? Learn everything you need to know about MedPaLM, a new LLM developed by Google specifically for medical and clinical applications. 28. 7 Ways Banks Can Use Conversational AI to Stay Relevant In Today's FinTech Era Learn how banks can leverage conversational AI and stay relevant in the age of FinTech including the rise of contactless payment methods, omnichannel, and more. 29. How We Built a Voice-Activated Lovecraftian Adventure Game In this article, we will discuss why we decided to create a voice-controlled game, what was the hardest part, and why we decided to open up about the money we make in the emerging market of conversational AI. 30. [Reviewed] 6 Conversational Feedback Tools Chatbots for surveys, surveybots, conversational surveys, feedback chatbots, conversational survey tools, AI survey tools, chatbot questionnaires. The list of names goes on and on. But how do they compare and which one is the best performer? 31. The Quest for Better Music Recommendations Through ChatGPT Prompt Engineering Prompt Engineering leads to an Open Source Obsidian Plugin to help researchers, an imagination-powered music recommendation engine, and some solid playlists. 32. Building A Chatbot On Your Own Might Not Make As Much Sense As You Think Over the past decade plus, chatbots have dominated the conversation (no pun intended) when it comes to digital engagement. You’ve undoubtedly had experiences interacting with them, some helpful while others underwhelming, and perhaps even fiddled around with building one on your own. 33. Amazon QuickSight Q Review Vs. NLSQL: A Comparison New Amazon QuickSight Q AI-powered product for Data Analytics Review and comparison with NLSQL competitors NLP to SQL API software (including pricing details) 34. How to Build Basic Chatbot Without Coding and Deploy to Websites Build best automated AI chat bot using Google Dialog flow 35. 7 Effective Ways to Improve Your Content Marketing with AI Tools Artificial Intelligence (AI) has numerous business use cases and can be applied to customer service, sales, lead generation, and marketing. 36. Understanding Conversational AI: As Chat Enabled Customer Service Technological innovations are necessary to cope up with the customer demands. Customers nowadays use multiple channels to access the services from a business. Thus, they expect multiple channel customer service from companies. 37. Math GPT: Can AI Help Solve Unified Theory ? What if we trained AI to complete equations instead of images of Cats? 38. "AI Can’t 'Think” Like Us Independently," - says Machine Learning Engineer Mani Sarkar In our new blog series, we’re interviewing data scientists and machine learning engineers about their career paths, areas of interest and thoughts on the future of AI. We kick off this week with a 20-year veteran and jack-of-all-trades when it comes to machine learning and data science: Mani Sarkar. Mani is a strategic machine learning engineer based in London, UK, who believes in getting beyond the theoretical and applying AI to real-world problems. [39. Generative AI is Coming for Publishing, But It's Not as Clear-Cut as It Looks](https://hackernoon.com/generative-ai-is-coming-for-publishing-but-its-not-as-clear-cut-as-it-looks) A look at the future of generative AI. 40. Can Artificial Intelligence Claim To Be the Future of Account-Based Marketing? To be honest, I hate phrases like “harness the power of AI” or “use AI to revolutionize your sales”. 41. How to Improve Privacy in Conversational AI Artificial intelligence is a great tool that assists you with fostering your business on the internet. 42. Introducing Conversation.ai This post has been authored by Aakrit Vaish, Co-Founder & CEO of Haptik 43. ChatGPT Writes a Story With Me I started with a story prompt to ChatGPT and then we kept going, I like it. 44. Where are the Chatbots and What is the Progress and Limitation of Virtual Assistants [2020 Edition] Cat's out of the bag: it may have been a long while since you’ve last conversed with a human customer service agent. More and more companies have turned to digital assistants to address the needs of customer inquiries. With messaging being the preferred method of communication, chatbots have taken over online facing services, due to their simplicity, affordability, and accuracy. 45. Data and Analytics Predictions for 2020 [A Top 5 List] It would be no exaggeration to say that the capacity of technology to advance itself is proceeding at a faster rate than our ability to process these changes all at the same time. This is both amazing and alarming in the same breath. 46. Conversational AI is Changing the Way We Interact With Data Large language models like ChatGPT are making it easier to manage data. Akkio has come up with an LLM-based tool to manage tabular data using conversational AI. 47. AWS Chatbot Magic: Building Conversational AI with AWS Services AWS offers a range of services that can be used for chatbot development and deployment. The steps outlined in this article show you how. 48. Why Chatbots Are The Future Of Customer Retention? Customer retention has become a genuinely challenging task for entrepreneurs. In the midst of all this, AI-assisted Chatbots are the real game changers. 49. Can Conversational AI Become The Face of Tomorrow's Business? In recent times, conversational AI has become a tech buzzword in the global market. However, the aggressively growing popularity of AI is leaving many individuals in a great dilemma of whether they should be fear of losing jobs in the future or get excited to leverage the latest edition of the AI-driven applications in businesses. 50. How to Streamline the Landlord-Tenant Relationship Through Conversational AI According to Mashivor, 50% of tenants move out because they are not happy with their landlord. The landlord-tenant relationship is more often than not a contentious one. It features two sides with similar intentions but entirely different priorities. Both parties are interested in peaceful, fluid, and uneventful correspondence and both are wary of being cheated, ill-treated, and misinformed. 51. Conversational AI for President: The Covid-19 Chatbot Use Case Our interactions with government agencies hardly ever find their way into our dinner-table conversations, yet they play a huge role in our everyday lives. 52. LSTM Based Word Detectors This article aims to provide the basics of LSTMs (Long Short Term Memory) and implements a word detector using the architecture. 53. Why Are We Training AI like Dogs Instead of Humans? The fundamental problem of the modern AI is that it tries to create a sophisticated trained dog. This approach is a dead end and needs to be drastically changed 54. Building a Conversational AI Chatbot With AWS Lambda Function and Amazon EFS Amazon announced the general availability of AWS Lambda support for Amazon Elastic File System. Amazon EFS is a fully managed, elastic, shared file system and designed to be consumed by other AWS services. 55. How Conversational AI Tool Can Help You Attract Real Estate Buyers And Residents Step One: Prospecting 56. A Comparison of GPT-3 and Existing Conversational AI Solutions Earlier this year, Elon Musk-backed artificial intelligence laboratory, OpenAI, released its latest, much anticipated autoregressive language model, the Generative Pre-trained Transformer 3 (GPT-3). Emerging to much fanfare and slated as the usherer of a new age of artificial intelligence, the number of articles, blog posts, and news pieces about this language model, perhaps match only the number of parameters the GPT-3 learned; 175 billion (Ok, this may be an exaggeration, but you get my point). 57. The Robots are Coming! - An Interview with Ilan Kasan, CEO at Exceed AI This article talks about automation and artificial intelligence and how it is impacting the sales industry and how the future will look in the age of AI. 58. What We Can Learn From Great Examples of Conversational User Interface Top-notch CUI’s offer a more human-like conversation. This helps in bridging the gap between physical and online conversations, and these brands do it right. 59. New Weapon in the Fight Against COVID-19: Digital Health Passports *Note: This article first appeared in the Los Angeles Tribune by Hyro's Head of Marketing Aaron Bours 60. What Is Conversational AI: Principles and Examples In this article, we will take the time to explain what conversational AI is: principles and examples to have a better idea of ​​how you can implement it. Thank you for checking out the 60 most read stories about Conversational Ai on HackerNoon. to find the most read stories about any technology. Visit the /Learn Repo

60 Stories To Learn About Conversational Ai

237 Stories To Learn About Innovation

Unlocking the Future: The Irresistible Craze of Web3 Gaming In the ever-evolving landscape of technology, a new player has emerged, captivating the imaginations of gamers worldwide - . Imagine a world where virtual realms are not just playgrounds for the digital elite but ecosystems where players truly own their gaming destiny. Welcome to the era where Web3 is not just a buzzword, but a game-changer in the gaming universe. Web3 gaming Web3 gaming is not your ordinary joystick-and-screen affair. It's a revolutionary blend of blockchain technology, decentralized finance (DeFi), and the gaming experience you thought you knew. Picture this: your in-game assets are no longer confined to the digital realm; they're tangible, tradable, and truly yours. Your victories aren't just victories; they're assets that can be valued, bought, and sold in a thriving digital marketplace. Web3 gaming is not just about ownership; it's about community, creativity, and collaboration. Decentralized autonomous organizations (DAOs) allow players to have a real say in the development and governance of the games they love. Imagine being part of a virtual republic where your voice matters, decisions are made collectively, and the future of the game is shaped by the very players who inhabit it. As the craze around Web3 gaming intensifies, traditional gamers are taking notice. The allure of true ownership, community-driven development, and economic empowerment is too strong to resist. Web3 gaming is not a trend; it's a paradigm shift that challenges the very foundations of how we perceive and engage with digital entertainment. : Vested Interest Disclosure This author is an independent contributor publishing via our . Be it through direct compensation, media partnerships, or networking, the author has a vested interest in the company/ies mentioned in this story. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR brand-as-author program WAGMI Games and Alex Becker: Pioneering the Web3 Gaming Revolution In the dynamic intersection of crypto, web3 gaming, and visionary partnerships, WAGMI Games has elevated the playing field by collaborating with the eminent entrepreneur and change catalyst, Alex Becker. With 1.36 million YouTube subscribers and 59 million views, Alex brings not only influence but a commitment to revolutionize the digital landscape. This partnership isn't just about games; it's a collaborative force driving a digital revolution. Confluence of Vision: The Genesis of a Game-Changing Partnership In the ever-evolving landscape of technology, WAGMI Games and Alex Becker have come together to redefine the future of gaming. Alex, known for his strategic insights and entrepreneurial prowess, is not merely endorsing a game; he's shaping the narrative of a digital era. This collaboration signifies a confluence of vision where the future isn't just predicted; it's actively being built. Strategic Alignment: From Crypto Hype to Mobile Gaming Prowess Dive into the strategic alignment between Alex Becker's profound views and WAGMI Games' trajectory. From the unparalleled potential of crypto gaming to a strategic focus on mobile gaming, the synergy between Alex and WAGMI Games isn't just strategic; it's visionary. Alex's role as an advisor goes beyond a title, offering invaluable insights into building, marketing, and scaling a successful business. But what makes Alex Becker more than just a figurehead in the gaming world? Explore the mind behind the success of Hyros, a software company recently sold for $110 million. His expertise extends beyond gaming, and his involvement with WAGMI Games signals a strategic partnership designed to propel the gaming industry into uncharted territories. Tokenomics Triumph: Setting a New Standard in the Crypto Space Tokenomics takes the spotlight as WAGMI Games boasts market cap statistics that redefine success. With a market cap at 85% of the diluted market cap, these tokenomics stand as a testament to WAGMI Games' unrivaled position in the crypto gaming arena. The collaboration with Alex Becker not only brings strategic vision but a commitment to setting new standards in the crypto space. The Game-Changer's Proclamation: WAGMI Games Leads the Web3 Gaming Charge In the words of Alex Becker, "There is no stronger narrative that is more hyped and has more real-world potential than crypto gaming right now. It just is." WAGMI Games, fueled by this narrative, is passionately building toward a groundbreaking future. The combination of visionary leadership, strategic alignment, and groundbreaking tokenomics positions WAGMI Games at the forefront of the Web3 gaming revolution. As the game-changer's proclamation echoes through the digital realm, get ready to play because, with WAGMI Games and Alex Becker, the game has just begun. The future of gaming is not just imagined; it's being shaped by a dynamic partnership that dares to redefine the very essence of the gaming experience. Don’t forget to like and share the story!

WAGMI Unleashes Web3 Gaming Revolution with Alex Becker: A Visionary Partnership Shaping the Future

254 Stories To Learn About Healthcare

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206 Stories To Learn About Digital Transformation

90 Stories To Learn About Healthcare Tech

On December 27th, 2022—just a couple of days after Christmas and less than a month post-ChatGPT’s grand reveal to the world—a team of Google and DeepMind researchers published on a new large language model they named and its in a medical and clinical setting. their findings MedPaLM “encouraging results” And while the globe is still firmly grasped in a ChatGPT frenzy, its virtually anonymous “cousin” MedPaLM could potentially herald a not-too-distant revolution in how we administer care. So What Exactly Is MedPaLM? To understand what MedPaLM is, let’s first break down what each letter in its abbreviated name means (a bit of an acrostic poem, if you will): Med: Medical MedPaLM is based on Google’s 540 billion parameters strong and was specially adapted and optimized to be tested on , a newly formulated benchmark for testing large language models (LLMs) for medical and clinical applications combining six existing open question-answering datasets spanning professional medical exams, research, and consumer queries (NedQA, MedMCQA, PubMedQA, LiveQA, MedicationQA, and MMLU) as well as a new dataset named HealthSearchQA focused on general medical knowledge searched for by consumers. PaLM model MultiMedQA Pa: Pathways Pa stands for , a new AI architecture launched by in October 2021, designed to handle a multitude of tasks simultaneously and learn new tasks at hyper-speed. Breaking away from the conventional method of training machine learning models to perform a single task well, Pathways ushered in a new era of AI models capable of performing multiple tasks at once while also drawing upon and combining their existing skills to learn new tasks faster and more effectively. Pathways Google - Jeff Dean, Google Senior Fellow and SVP, Google Research. “We want [this] model to have different capabilities that can be called upon as needed and stitched together to perform new, more complex tasks – a bit closer to the way the mammalian brain generalizes across tasks.” ‍ Google's Pathways AI architecture ‍ LM: Language Model LM is short for (in this instance, a Large Language Model), a computational model designed to understand and generate human language. Or, in simpler terms, a statistical model that predicts the probability of the next word in a given sequence of words. Language Model Given a sentence such as "The cat sat on the ____," a language model can predict that the most likely word to follow is "mat," "rug," or "chair," based on the probabilities of these words appearing in the context of the sentence. Large language models can be trained on vast amounts of text corpora using machine learning algorithms to learn the patterns and structure of language. Once trained, these models can be utilized for a range of natural language processing tasks, including text generation, translation, sentiment analysis, and more. How Was MedPaLM Developed? MedPaLM is the product of an extensive iterative experiment conducted by a team of Google and researchers to assess the efficiency and accuracy of large language models for medical and clinical applications. DeepMind ‍ What does that mean? Imagine you’re trying to perfectly tune a violin. To hit the perfect note, you need to continuously increase and decrease string tension and turn the knobs ever so gently to reach the desired outcome. In many ways, this is precisely what MedPaLM’s creators did to achieve their objective. So rather than thinking about it as an entirely new language model, think about it as Google’s PaLM model deliberately and meticulously calibrated for maximum precision in a medical setting. Ok, so how was it “tuned”? To tune or, more precisely, train MedPaLM, its researchers used prompts. Prompts for large language models are pieces of text used to guide or direct the generation of a new text by the model. They are intended to help the model produce output that is relevant to a particular task or topic and can take various forms, such as fill-in-the-blank statements, questions, or context-setting phrases. So, for example: "Complete the following sentence: The capital of France is ____." "What is the best way to prepare a grilled cheese sandwich?" "Write a paragraph describing the causes of the American Civil War." "In this passage from a novel, a character is introduced: 'She was tall and thin, with piercing blue eyes and a serious expression on her face.' What is the character's name and what is she doing in this scene?" Why do I need a healthcare-purposed language model to tell me the best way to prepare a grilled cheese sandwich? You don’t. This is exactly why MedPaLM’s developers employed a technique called Instruction Prompt Tuning (IPT).  Instruction Prompt Tuning is a method of fine-tuning a large language model for a specific task by providing examples of desired input and output pairs in the form of prompts. So rather than construct an LLM with general answers to general topics, MedPaLM’s team used guidelines and exemplars from a panel of qualified clinicians for each consumer medical question-answering datasets to prompt tune Flan-PaLM (MedPaLM’s previous iteration) and form a hyper-healthcare-focused LLM: MedPaLM. ‍ ‍ So How’s MedPaLM Performing? Well, that really depends on what you want it to do. In terms of providing answers to consumer medical questions, 94.4% of MedPaLM’s answers were judged as directly addressing the user’s question intent—only 1.5% less than a human clinician. 80.3% of its answers were found to be helpful, 11% less than a human clinician but 30% better than its predecessor Flan-PaLM. Impressive? You bet. ‍ ‍ But in other fields tested on, MedPaLM leaves much to be desired. In 16.9% of its answers, MedPaLM retrieved incorrect information as opposed to 3.6% for human clinicians. Incorrect reasoning was seen in 10.1% of MedPaLM’s answers and in just 2.1% of clinician answers. Incorrect comprehension occurred in 18.7% of cases for MedPaLM and in 2.2% for clinicians. What Does This Mean for Healthcare? Trying to definitively predict how MedPaLM and other LLMs will be harnessed for clinical and medical purposes is a bit of a fool's game at this stage. As impressive as recent advancements in this field are, a single error could have disastrous results within the life-or-death stakes of medical care. One incorrect answer to a patient's query (i.e., what drug should be taken to address a specific condition) could lead to hospitalization and even death. This issue is further exacerbated by the fact that large language models are essentially enormous black boxes and lack the explainability or the ability to pinpoint exactly why they gave a certain input. Solving an error starts with knowing how to find the problem, and as spectacularly capable as MedPaLM may be, that's just one (out of many) things it can't do. So, What Can LLMs be Used for in Healthcare? Approximately 7,287 articles ( ) are published monthly in medical journals. To theoretically keep up with the literature, a physician would need to dedicate 627.5 hours per month, or about 29 hours per weekday, or 3.6 full-time equivalents of physician effort to the task. And though this isn't realistic in any scenario, LLMs are incredibly effective in summarizing, analyzing, and presenting key points from long-form text, drastically cutting down the time needed to stay up to date with the latest research. Summarizing and analyzing research papers: with an average of 5.16 minutes reading time Large language models can be used to improve the quality of clinical documentation by identifying missing or incomplete information in medical records. Improving clinical documentation: By generating appropriate codes for procedures and treatments, LLMs could help reduce errors and ensure clinicians are adequately compensated for their work. Coding and billing: Using LLMs, clinicians can identify trends and patterns in patient health and develop targeted interventions to improve population health outcomes. Population health management: By analyzing large amounts of data and identifying patterns and trends that may not be easily traceable with traditional statistical methods, LLMs can be employed to facilitate clinical research at increased velocity and scale. Clinical research: LLMs can be leveraged to sift through and analyze patient feedback and sentiment through thousands of surveys and social media interactions to identify critical areas for improvement in patient satisfaction, access, and experience. Patient satisfaction analysis: What About Appointment Scheduling? LLMs are only as good as the data they’ve been trained on. ChatGPT, for example—albeit its objectively impressive knowledge retrieval capabilities—was only trained on parameters dating to 2021. Any event that took place at any time past its cut-off date of September 2021 is entirely out of its scope. So even though Boris Johnson resigned as Prime Minister of the United Kingdom in September 2022 and has since been succeeded by two prime ministers (Liz Truss and currently Rishi Sunak), ChatGPT is (self-admittedly) completely unaware. ‍ ‍ But what if I train an LLM on a list of all of my health system’s physicians? Wouldn't that work? It would. But only until the moment even the most minute change takes place. So, for instance, if just one of your physicians moves to a different clinic, adds another specialty to their care offerings, updates their working hours, or even resigns, your appointment-scheduling LLM will provide your patients with wrong and misleading information. If even a single piece of data is no longer relevant, the entire model becomes corrupted and, therefore, obsolete. The same can be said for any use case requiring real-time data to perform accurately. So, for example, site search, prescription refills, and up-to-date FAQs. ‍ ‍ Oh, so LLMs can really only help me with administrative tasks? On their own, yes, which is nothing to sneeze at and will save healthcare practitioners innumerable hours otherwise spent tackling bureaucratic office work. But for any use cases that demand real-time, up-to-date data, LLMs can only serve as an ingredient of a much more adaptive and flexible conversational platform, not the entire dish. , Hyro’s CEO lays out the ingredients needed to mix LLMs with enterprise-level conversational AI platforms to create truly elastic patient interactions that are driven by continuously updated organizational knowledge (proprietary data) and dynamic business logic (ever-changing internal and external processes). In this in-depth analysis Israel Krush Big Hero 6 When asked in a recent what he thought of ChatGPT and other LLMs, Andy Chu, SVP of Product and Technology at Providence Digital Innovation Group, said the industry is still a a 2014 Disney film depicting a futuristic healthcare robot—But added he envisions this technology used to answer patient-related administrative, "decision-tree", or general health-education questions. Becker's Hospital Review interview "long way off from the days of Big Hero 6,” https://youtu.be/jbKSvOfqxF0?embedable=true Chu's thoughts echo a broader sentiment shared by most digital health leaders that LLMs such as MedPaLM should be greeted with equal parts of excitement and caution. While there's no question these extraordinary "machines" can automate and accelerate a vast spectrum of primarily administrative applications, there are still glaring red flags when it comes to medical and clinical use. Furthermore, LLMs' absence of data adaptability renders them ineffective for any goal which calls for current and evolving internal organizational knowledge. Chu put it best by saying: "It's important to remember that healthcare is very personal, and generative AI technologies are as good as the data accessed. Data sources within healthcare are rightfully secure and protected, so we must be careful not to overhype the promise — especially when it comes to areas such as symptom detections, triage, and clinical treatment suggestions." Also published here.

An Intro to MedPaLM: ChatGPT's Healthcare-Focused "Cousin" 

In 2021, hosted the first-ever awards!! HackerNoon Startup of the Year The goal of this campaign was to give recognition to the hardworking startups who pulled through the pandemic -- growing and thriving (despite all of the challenges). More than 44,000 startups were nominated all across the globe! They were selected from over 4,553 cities, with a total number of * cough * “4 billion” votes. Insane, right? To see who is a winner in each respective city, visit and pick a city. The name at the top of the list is the winner. (Compromised awards are under review. Cities with tie votes will be updated to have two winners!) startups.hackernoon.com The will announce the winners per region in their respective cities. Startups Winners Announcement series Here are the winners in the : Asia region Top Startup Cities in East Asia Seoul The Startup of the Year in is with 377 votes! Seoul dable Central is the Startup of the Year! It came out ahead with 121 votes. UpNow Central Sheung Wan came out as the Startup of the Year in with 154 votes. Votee Sheung Wan Tokyo The Startup of the Year in is with 41 votes! Tokyo ACES Wan Chai The Startup of the Year in is with 54 votes! Wan Chai Zetl Osaka, Japan In , is the winner! Osaka Nanophoton Taiwan came out as the Startup of the Year in ! Tico Taiwan Dongcheng, China In , is declared the Startup of the Year! Dongcheng Waiju Taipei came out as the Startup of the Year in ! Tico Taipei Akasaka In , is the winner! Akasaka WAKUWAKU Chuo In , is declared the Startup of the Year! Chuo GO-NET Ginza came out as the Startup of the Year in ! Netyear Ginza Kanazawa In , is the winner! Kanazawa Granzella Minami-aoyama In , is declared the Startup of the Year! Minami-aoyama Tokyo6 Entertainment Shibuya came out as the Startup of the Year in ! Hupro Japan Shibuya Toranomon In , is the winner! Toranomon Small Worlds Toshima In , is declared the Startup of the Year! Toshima Altplus Guangzhou, China came out as the Startup of the Year in ! Leyaoyao Guangzhou Hong Kong, Hong Kong In , is declared the Startup of the Year! Hong Kong Episode Six Kunming In , is the winner! Kunming Green A Sapporo In , is declared the Startup of the Year! Sapporo Polar Star Space Shirokanedai came out as the Startup of the Year in ! Nupp1 Shirokanedai Wuhan In , is the winner! Wuhan CSICEE Baoan, China In , is declared the Startup of the Year! Baoan Jumper Baoshan, China In , is declared the Startup of the Year! Baoshan Renren Games Chengdu, China came out as the Startup of the Year in ! Ju You Xi Chengdu Fujisawa, Japan In , is the winner! Fujisawa Scohia Pharma Fukuoka, Japan In , is declared the Startup of the Year! Fukuoka Kyulux Haidian, China came out as the Startup of the Year in ! 51vv Haidian Hongkou, China In , is the winner! Hongkou Kidstone Jiading, China In , is declared the Startup of the Year! Jiading IMRobotic Kawasaki, Japan came out as the Startup of the Year in ! QD Laser, Inc. Kawasaki Kyoto, Japan In , is declared the Startup of the Year! Kyoto Hacarus Minato, Japan In , is the winner! Minato Visionary Fun Nagoya, Japan came out as the Startup of the Year in ! Prodrone Nagoya Ningbo, China The winner in is . Ningbo OlymTech Corporation Aomori In , is declared the Startup of the Year! Aomori Forte Japan Bandai-cho In , is the winner. Bandai-cho Delta-Fly Pharm Changchun In , the Startup of the Year is . Changchun Kaidi Animation Fuchu In , is declared the Startup of the Year! Fuchu TMS Fukuoka-shi The winner in is . Fukuoka-shi SkyDisc Fukushima In , the Startup of the Year is . Fukushima Matsuri Technologies Gotanda In , is the winner. Gotanda Basset Hachioji In , is declared the Startup of the Year! Hachioji Adriakaim Harbin The winner in is J . Harbin oining Technology Iwaki In , is the winner. Iwaki Tao Engineering Izumo In , the Startup of the Year is . Izumo PuREC Kagoshima In , is declared the Startup of the Year! Kagoshima Farmers Support Kamakura In , the Startup of the Year is . Kamakura KAYAC Kami-meguro The winner in is . Kami-meguro Buzzreach Kanagawa In , is the winner. Kanagawa LoiLo Kashiwa In , the Startup of the Year is . Kashiwa Intelligent Surfaces Kita In , is declared the Startup of the Year! Kita Ax Robotix Kobe The winner in is . Kobe Coconomi Koriyama In , the Startup of the Year is . Koriyama Tocoton Kumamoto In , is the winner. Kumamoto Bloom Technology Kunitachi In , is declared the Startup of the Year! Kunitachi Trys Liaocheng The winner in is . Liaocheng Jinzheng Animation Minami In , is declared the Startup of the Year! Minami ATLAB Miyazaki In , is the winner. Miyazaki Caster Nagano In , is declared the Startup of the Year! Nagano Precision Forestry Nagaoka The winner in is . Nagaoka Plant Form Nihombashi-hamacho In , the Startup of the Year is . Nihombashi-hamacho Shizen Energy Niigata In , is declared the Startup of the Year! Niigata UniBio Japan Nishi-shinagawa In , is the winner. Nishi-shinagawa Play Heart Okayama In , is the winner! Okayama Arch Farm Okinawa In , is declared the Startup of the Year! Okinawa BlogNinja Otemachi In , the Startup of the Year is . Otemachi beBit, Inc Qingdao Shi In , is the winner! Qingdao Shi Manyoubang Quanzhou In , is declared the Startup of the Year! Quanzhou KungFu Animation Group Roppongi The winner in is . Roppongi Holo-X Saitama In , the Startup of the Year is . Saitama GameTector Sendai In , is the winner! Sendai Sendai Smart Machines Setagaya In , is declared the Startup of the Year! Setagaya Skyestate Shenzhen In , the Startup of the Year is . Shenzhen Aiator Shinjuku In , is declared the Startup of the Year! Shinjuku Scalar Shizuoka In , is the winner! Shizuoka PiPhotonics Sumida The winner in is . Sumida Holotch Tachikawa In , the Startup of the Year is . Tachikawa PlusOne Takamatsu In , is declared the Startup of the Year! Takamatsu Ken Robotec Tokushima In , is the winner! Tokushima DennoKotsu Toyonaka In , the Startup of the Year is . Toyonaka FISH BIOTECH Tsukuba In , is declared the Startup of the Year! Tsukuba WARPSPACE Wakayama In , the Startup of the Year is . Wakayama 4D Sensor Xiangzhou In , is the winner! Xiangzhou ALLiN Edutech Group Xianyang The winner in is . Xianyang TONLY Xiaoshan In , is declared the Startup of the Year! Xiaoshan GONGHUI Yamaguchi In , the Startup of the Year is . Yamaguchi Archis Yangpu The winner in is . Yangpu Tmxmall Yau Tsim Mong In , is the winner! Yau Tsim Mong Airnugget Yeoksamdong In , the Startup of the Year is . Yeoksamdong WizSchool Yichang In , is declared the Startup of the Year! Yichang Hubei Kento Electronic Yokohama In , is the winner! Yokohama Next Innovation Yubei In , the Startup of the Year is . Yubei Ophiux Network Yueqing The winner in is . Yueqing Yueqing Easythink Media Zhuhai In , is the winner! Zhuhai Aijuba Hongo In , the Startup of the Year is . Hongo Smile Robotics, Inc Admiralty In , is declared the Startup of the Year! Admiralty BUNCH Southern In , the Startup of the Year is . Southern Retykle Yongdungpo In , is the winner! Yongdungpo Push News Taichung In , is declared the Startup of the Year! Taichung Wondercise Cyberport, Hong Kong In , the Startup of the Year is . Cyberport Animoca Brands Hefei, China In , is the winner! Hefei Tsinglink New Territories, Hong Kong The winner in is . New Territories, Hong Kong Zeek Dezhou In , the Startup of the Year is . Dezhou Dezhou Baji Kitakyushu In , is declared the Startup of the Year! Kitakyushu Reif Seongnam In , is the winner! Seongnam EOFlow Yanshi In , the Startup of the Year is . Yanshi CASI Vision Top Startup Cities in South Asia Hyderabad, India The Startup of the Year in is with 962 votes Hyderabad Quixy Lahore, Pakistan is the Startup of the Year! It came out ahead with 186 votes. SmartWindows Lahore Bangalore, India When it comes to , is the Startup of the Year with 210 votes! Bangalore vBridge Hub Pune, India couldn’t be beaten for Startup of the Year in , it won with 129 votes! InfraCloud Pune Jaipur, India The Startup of the Year in is with 166 votes Jaipur Emizen Tech Lucknow, India is the Startup of the Year! It came out ahead with 279 votes. Keeros Superfoods Lucknow Noida, India came out as the Startup of the Year in with 156 votes! Bagisto Noida Mumbai, India When it comes to , is the Startup of the Year with 96 votes! Mumbai Sequretek Sylhet couldn’t be beaten for Startup of the Year in , it won with 122 votes! DataXpie Sylhet Mylapore, India In , is the winner! Mylapore Yalimart Goa, India In , the Startup of the Year is Goa Filter Coffee Delhi, India In , is declared the Startup of the Year! Delhi EkAnek Networks Karachi, Pakistan The winner in is Karachi Bykea Ahmedabad, India In , is the winner Ahmedabad MageComp Dhaka, Bangladesh The winner in is Dhaka SOLshare Islamabad, Pakistan In Islamabad, is declared the Startup of the Year! TAG Gurgaon, India In , the Startup of the Year is Gurgaon ixigo Bengaluru, India In , is the winner! Bengaluru Prakshep Private Limited Haryana, India couldn’t be beaten for Startup of the Year in ! Footprints Childcare Haryana Kolkata, India In , is the winner! Kolkata Wow! Momo New Delhi, India In , is declared the Startup of the Year! New Delhi Rusk Media Indore, India The winner in is Indore Chattar Patar Kormangala In , is the winner Kormangala Sanctum Technologies Ghaziabad came out as the Startup of the Year in Craftfurnish.com Ghaziabad! Mohali In , the Startup of the Year is Mohali DataKund Mysore The Startup of the Year in is Mysore Excelsoft Karnal came out as the Startup of the Year in ! Dunar Karnal Kolhapur In , is the winner! Kolhapur Zanvar Group Patiya In , the Startup of the Year is Patiya Kloud Project Kathmandu In , is declared the Startup of the Year! Kathmandu Vairav Technology Bangalore City, India In is the winner! Bangalore City, PagarBook Ernakulam The winner in is Ernakulam Epixel Solutions Colombo, Sri Lanka couldn’t be beaten for Startup in the Year in MAs Foods Colombo Andheri, India When it comes to , is the Startup of the Year! Andheri DoorMint Kanpur, India came out as the Startup of the Year in ! ServiceWalaa Kanpur Faisalabad In , is the winner! Faisalabad DigiKhata Nasik The Startup of the Year in is Nasik Sahyadri Farms Patna came out as the Startup of the Year in ! Asvin Tech Patna Chennai, India In , is the winner! Chennai Agnikul Cosmos Faridabad, India In , is declared the Startup of the Year! Faridabad UClean Panjim, India The winner in is Panjim TempoGO Ranchi, India In , is the winner Ranchi Osam Dairy Surat, India In , is declared the Startup of the Year! Surat Wishbook Thane, India In , is the winner! Thane Delight Foods Trivandrum, India came out as the Startup of the Year in ! GenRobotic Trivandrum Vijayawada, India In , the Startup of the Year is Vijayawada Eruvaka Technologies Visakhapatnam, India In , Ltd is declared the Startup of the Year! Visakhapatnam Greenline Labs Pvt Ahmadabad In , is the winner! Ahmadabad KiwiQA Services Bandra came out as the Startup of the Year in ! Car Club Bandra Bombay In , is the winner! Bombay Locobuddy Mobile Technology (Sportobuddy) Cochin In , the Startup of the Year is Cochin Tuttifrutti Interactive Gandhinagar In , is declared the Startup of the Year! Gandhinagar Kroop AI Guwahati In , the Startup of the Year is Guwahati GNRC Hospitals Jamshedpur In , is declared the Startup of the Year! Jamshedpur Intelliber Kabul The winner in is Kabul Miracle Shop (Vocinno Technology) Karur In , is the winner Karur Karur Vysya Bank Kochi The winner in is Kochi BestDoc Kozhikode In , is declared the Startup of the Year! Kozhikode OfficeKit HR Ludhiana In , the Startup of the Year is Ludhiana Trendy Beat Network Madhapur In , is the winner! Madhapur Head Digital Works Mangalore When it comes to , is the Startup of the Year Mangalore Hangyo Nagpur came out as the Startup of the Year in ! UPrudence Agro Nagpur Rawalpindi The Startup of the Year in is Rawalpindi Pro Options Marketing Rishikesh came out as the Startup of the Year in ! Descatuk Rishikesh Secunderabad couldn’t be beaten for Startup of the Year in Prakriti Biosystems Engineering Secunderabad Tirupur In , is the winner! Tirupur Tubeknit Fashions Udupi The winner in is Udupi Krishitantra Top Startup Cities in Southeast Asia Singapore, Singapore The Startup of the Year in is with 6556 votes! Singapore Cake DeFi Hanoi, Vietnam is the Startup of the Year! It came out ahead with 683 votes. DeFi For You Hanoi Kuala Lumpur, Malaysia came out as the Startup of the Year in with 109 votes! Trambellir Kuala Lumpur Pasig, Philippines When it comes to , . is the Startup of the Year with 110 votes! Pasig Quickreach Inc Bangkok, Thailand couldn’t be beaten for Startup in the Year in , it won with 60 votes! Perception Codes Bangkok Johor Bahru In , the Startup of the Year is . Johor Bahru AGR1 Bandung, Indonesia In , is declared the Startup of the Year! Bandung Prosa Portugal The winner in is . Portugal SCEMAI Tangerang, Indonesia In , is the winner Tangerang Yummy Corp Jakarta, Indonesia In , is the winner! Jakarta Tokocrypto Dki Jakarta, Indonesia In , is declared the Startup of the Year! Dki Jakarta Limakilo Bangkok Metropolis In , is the winner! Bangkok Meticuly Medan The winner in is ! Medan DIKA Manila, Philippines In , is declared the Startup of the Year! Manila PawnHero Phnom Penh, Cambodia In , the Startup of the Year is Phnom Penh vKirirom Bali In , is the winner! Bali Radius App Penang When it comes to , is the Startup of the Year Penang EasyParcel Surabaya came out as the Startup of the Year in ! Super Surabaya Setiabudi, Indonesia The Startup of the Year in is Setiabudi Chilibeli Cebu City came out as the Startup of the Year in MiCab Cebu City! Jawa couldn’t be beaten for Startup in the Year in DAUR Jawa Ho Chi Minh City, Vietnam In , is the winner! Ho Chi Minh City Pharmacity Selangor, Malaysia is the Startup of the Year! BabyDash Selangor Jakarta Pusat, Indonesia In , is the winner! Jakarta Pusat StickEarn Semarang When it comes to , is the Startup of the Year! Semarang Food Bear Petaling Jaya, Malaysia The winner in is . Petaling Jaya Deemples Kebayoran Baru, Indonesia couldn’t be beaten for Startup in the Year in ! Yogrt Kebayoran Baru Kuningan The winner in is . Kuningan Prinzio Bukit Merah came out as the Startup of the Year in ! DC Alliance Bukit Merah Huai Khwang In , the Startup of the Year is . Huai Khwang AppMan Co.,Ltd Kuta In , is declared the Startup of the Year! Kuta Gringgo Mandaluyong came out ahead as the Startup of the Year! Work Inspire Mandaluyong Midview City In , is the winner! Midview City BioMers Phuket The Startup of the Year in is ! Phuket Sapahn Yangon, Myanmar The winner in is . Yangon Wave Money Denpasar When it comes to , is the Startup of the Year! Denpasar Revasi Nakhon Ratchasima, Thailand The winner in is . Nakhon Ratchasima Siam Lottery co., Ltd Taguig, Philippines In , is the winner! Taguig PayMongo Bogor came out as the Startup of the Year in ! TIRANYX Bogor Senai, Malaysia won as the Startup of the Year. Nutrition Technologies Senai Bekasi Kota couldn’t be beaten for Startup in the Year in ! 8villages Bekasi Kota Top Startup Cities in Middle East Tel Aviv, Israel The Startup of the Year in is with 1,065 votes! Tel Aviv hyro Beirut, Lebanon is the Startup of the Year! It came out ahead with 1,276 votes. Hovi Digital Lab Beirut Riyadh, Saudi Arabia With 350 votes, came out as the Startup of the Year in ! Flicron Riyadh Tel Aviv-yafo, Israel When it comes to , is the Startup of the Year with 167 votes! Tel Aviv-yafo Cymbio Haifa, Israel couldn’t be beaten for Startup in the Year in , it won with 183 votes! Pico Haifa Amman, Jordan In , with 141 votes, is the winner! Amman Edexy Dubai, United Arab Emirates In , the Startup of the Year is with 74 votes. Dubai Ziina Doha, Qatar In , is declared the Startup of the Year! Doha SkipCash Tehran, Iran The winner in is . BeyondBoard AR Tehran Jerusalem, Israel In , is the winner! Jerusalem SolidBlock Rishon Le Zion The Startup of the Year in is ! Rishon Le Zion Passparto Ness Ziona, Israel is the Startup of the Year! Soapy Ness Ziona Kuwait, Kuwait came out as the Startup of the Year in ! Brapper Shop Kuwait Manama, Bahrain couldn’t be beaten for Startup in the Year in ! Doctori Manama Lod, Israel is the winner in ! Phinergy Lod Agudat Israel, Israel When it comes to is the Startup of the Year with [vote ] votes! Agudat Israel, Aqaurius Engines Beersheba, Israel In , the Startup of the Year is . Beersheba Visual Estate Ltd Giv'atayim, Israel In , is declared the Startup of the Year! Giv'atayim WSC Sports Modi'in, Israel The winner in is . Modi'in Loginno Nazareth, Israel In , is the winner! Nazareth AR Guide In Medical Ramat Gan, Israel The Startup of the Year in is . Ramat Gan Datos Health Baghdad When it comes to , is the Startup of the Year! Baghdad Mishwar Khobar In , the Startup of the Year is . Khobar Garage Misgav couldn’t be beaten for Startup in the Year in ! Eden Shield Misgav Sharjah came out as the Startup of the Year in ! Bookends Sharjah Affula In , the Startup of the Year is . Affula eMotion Technologies Bene Beraq, Israel In , is the winner Bene Beraq Reflectiz Caesarea, Israel In , the Startup of the Year is . Caesarea CardiacSense Dubayy In , is declared the Startup of the Year! Dubayy North Ladder Muscat couldn’t be beaten for Startup in the Year in ! iLab Marine Muscat Tirat Carmel In , the Startup of the Year is . Tirat Carmel PassCall Advanced Technologies Hod Hasharon, Israel The winner in is . Hod Hasharon Idomoo Holon, Israel came out ahead as the Startup of the Year! OptimalPlus Holon Jeddah, Saudi Arabia When it comes to , is the Startup of the Year! Jeddah Arabian Combustion Technologies Ramat Hasharon, Israel is the Startup of the Year! Lumen Ramat Hasharon Al Khobar came out as the Startup of the Year in ! Swyft Al Khobar Bet Shemesh In , is the winner! Bet Shemesh Degania Medical Binyamina When it comes to , is the Startup of the Year! Binyamina OncoHost Makkah In , the Startup of the Year is Makkah Scimagine Or Akiva Last but not least, couldn’t be beaten for Startup in the Year in the city of ! WMT Or Akiva More Information: If you’re a winner, please answer ! If you’re a reader, participant, just a curious individual, consider answering one of our interviews . this interview here Read the FAQs about or . Startups here here To see all of the winners you may visit , pick any city and view the name that appears at the top. this site If you’re interested in partnering with us, we invite you to look through some of these or reach out to our business department. unique sponsorship options Perhaps creating your very own tickles your fancy or maybe you have a whole new idea for how we can partner! writing contest Thank you to all of our sponsors! We truly appreciate your contribution to the tech world and thus the future! The Startups Awards are sponsored by: , , , , , , , , , , Blockster Brex FreeCodeCamp LaunchDarkly Coil Udacity Udemy Vercel Asia Pacific Transgender Network Bybit Everscale Network The post was written by Kushal Tamrakar and Valerie Ejegi, edited by Hang Ngo. If you have any questions or concerns or would like to report a discrepancy please email ellen@hackernoon.com.

Meet the Winners of Startups in Asia

Thank you to the problem solvers who campaigned extra hard in the first-ever competition! HackerNoon Startups of the Year focuses on recognizing the passion and stamina of those willing to find and create effective tech solutions for their cities. HackerNoon’s Startups of the Year To see who is a winner in each respective city, visit and pick a city. The name at the top of the list is the winner. (Awards, where cheaters were caught, are under review.) startups.hackernoon.com From all of us at , thank YOU for your excellent campaign perseverance🥺! We look forward to seeing you again in the 2022 campaign (stay tuned 😉)! HackerNoon Without further adieu, let us kick off by sharing the cities with top votes per region for 2021 🎉 . our series of Best Startups of the Year Stay tuned for the rest of the winners per region to be over the course of this week (Feb 14, 2022). announced North and Central America America is the concrete jungle where dreams are made of, the world’s capital of fashion, showbiz, business, major industry, etc., and surely, of Startups! Representing , we have: North and Central America (14,563 votes): Winner: Boulder Bury.com (10,521 votes) - Winner: New York City Hum Capital (7,987 votes) - Winner: San Francisco Zentist (7,713 votes) - Winner: Redwood City TigerGraph (469 votes) - Winner: Los Altos Stobox To see more awards in this region please click here. Europe Charming, sophisticated, cosmopolitan. There are many beautiful words used to describe this region. With its eccentric vibe, is also a place where new Startups thrive. Europe Representing Europe we have: (10, 010 votes) - Winner: Belfast Bob & Berts (5, 066 votes) - Winner: Ghent WeGroup (4, 712 votes) - Winner: Porto TAIKAI (3, 779 votes) - Winner: City of London Crypto Quantique To see more awards in this region please click here. Oceania The heat, the beaches, roaming kangaroos, or tarantulas? No. Startups! Representing the region of are: Oceania (1, 011 votes) - Winner: Sydney shotstack (430 votes) - Winner: Melbourne Doohly (118 votes) - Winner: Gold Coast Easil (76 votes) - Winner: Tauranga LawVu (40 votes) - Winner: Western Junction Today We Learned To see more awards in this region please click here. Asia Diverse in both ethnicity and culture, known for exotic sceneries as well as friendly people. Many Asian countries are on the verge of mass globalization and modernization. These fast-developing economies give way for many potential Startups. We present, for : Asia (12, 686 votes) - Winner: Singapore Cake DeFi (3,355 votes) - Winners: and (It’s a tie, we’re working on it!) Tel Aviv Applitools hyro (2, 402 votes) - Winner: Beirut Hovi Digital Lab (1.006 votes) - Winner: Hyderabad Quixy (756 votes) - Winner: Hanoi DeFi For You To see more city awards in this region please click here. Africa The second biggest continent in the world, home to many big animals, the longest river in the world AND the largest desert in the world. is known for many big things and sure enough, big Startups. Africa Representing Africa, we have: (884 votes) - Winner: Johannesburg MiBRAND (804 votes) - Winner: Lagos Goodtalent (526 votes) - Winner: Cape Town Revix (420 votes) - Winner: Lusaka ComGrow (224 votes) - Winner: Nairobi UTU To see more city awards in this region please click here. South America “South America is the land of the extreme.” - National Geographic Extremely beautiful people? Yes. Extremely worth-noticeable Startups? Hell yeah! We proudly present, Startups in : South America (217 votes ) - Winner: São Carlos Predify (193 votes) - Winner: Belo Horizonte CM Technologia (106 votes) - Winner: Porto Alegre Privacy Tools (82 votes) - Winner: Quito Agrodemanda (55 votes) -Winner: Rio De Janeiro Bybrand To see more city awards in this region please click here. Once again, and to all of the top Startups of each region this year! HUGE CONGRATULATIONS BIG PROPS The whole team at would like to thank you for your excellent campaign perseverance and we look forward to seeing you in the 2022 campaign. HackerNoon As part of honoring your participation, we will continue to host your company in this directory until further notice ( for legal reasons we hesitate to say ‘forever’..but pretty much forever).  As traffic is directed to the site, it will act as a promotional platform for your company. Have a great Valentine’s Day, HackerNoon loves y’all <3 More Information: If you’re a winner, please answer ! If you’re a reader, participant, just a curious individual, consider answering one of our interviews . this interview here Read the FAQs about or . Startups here here To see all of the winners you may visit , pick any city and view the name that appears at the top. this site If you’re interested in partnering with us, we invite you to look through some of these or reach out to our business department. unique sponsorship options Perhaps creating your very own tickles your fancy or maybe you have a whole new idea for how we can partner! writing contest Thank you to all of our sponsors! We truly appreciate your contribution to the tech world and thus the future! The Startups Awards are sponsored by: , , , , , , , , , , Blockster Brex FreeCodeCamp LaunchDarkly Coil Udacity Udemy Vercel Asia Pacific Transgender Network Bybit Everscale Network This post was written by Tuan Anh Vu. If you have any questions or concerns or would like to report a discrepancy please email ellen@hackernoon.com.

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