Related Articles
This process doesn’t have to be a headache if you know the tool and you use it to your advantage. For example, our solution has a Training section, where you can teach the Chatbot new content to improve customer satisfaction using any unanswered queries. Imagine your agents spending more time answering just the queries that require a human being. Implementing a Chatbot with conversational AI is a great way to automate customer service and improve the service provided by agents, leading to cost optimization in the medium term. Based on our research, we rate PARTLY FALSE the claim Facebook discontinued two AIs after they developed their own language.
You have to feed the Chatbot with new and meaningful data that can answer customer questions and queries. Current solutions based on AI, like the ones Aivo offers, allow you to create a personality for your Chatbot and have conservations adapted to the context. You can even teach the Chatbot to show empathy based on certain messages or include evasive answers and learn from each interaction. Conversational Chatbots can help you get to know your customers even more. They let you figure out what their questions and needs are, plus the products or services they’re interested in, and help you make strategic decisions to improve the experience. Everyone knows that conversational Chatbots have revolutionized customer service.
Omnichannel Orchestration: How to Coordinate a Seamless Customer Journey
Next, we have to train the AI chatbot to understand the many ways that customers will ask their questions. Here are a few tips to follow when training AI that will help you understand how to train a chatbot. 2 ai talking to each other Even if you’re just getting started with chatbots, you’ve likely run into utterances, intents, and entities. Live chat agents require proper communication skills for dealing with customers effectively.
- Once you have written several utterances, note the words or phrases that represent key variable information.
- To avoid that and properly learn how to train a chatbot, create very specific intents that serve one defined purpose.
- It’s common when chatbot training to begin with a wish list of what you would like your bot to do.
- The post’s claim that the bots spoke to each other in a made-up language checks out.
Offer an innovative customer service experience with chatbots equipped with natural language processing. It’s important to begin the process with defining which specific problems you want your AI-enabled chatbot to solve. It’s common when chatbot training to begin with a wish list of what you would like your bot to do. However, it’s important instead to begin with an exact business problem that your bot will be built to solve.
Share This Article
From algorithms curating social media feeds to personal assistants on smartphones and home devices, AI has become part of everyday life for millions of people across the world. There’s a common misconception that a chatbot is synonymous with AI. Black Friday, the most important event of the year, it’s the perfect opportunity to increase sales in almost any industry.
Do you want to incorporate chatbots into your marketing strategy? Check out howconversational AI-powered chatbots can helpyou. Continuous improvement is important for a successful chatbot. Identifying situations where your AI-enabled chatbot needs more training will give you important insights about your chatbot and your business. You might be surprised to see how people are interacting with your bot; Remember that new intents represent new opportunities to improve and learn how to train a chatbot.
Ambitious Researchers Want to Use AI to Talk to All Animals
Avoid using one-word utterances as entities like « Barcelona » – these can confuse your chatbot. If you want to build a chatbot that allows customers to track order status, but then realise that this specific issue makes up for less than 3% of your query volume, you might want to consider another use case. Starting with the problem you’d like to solve will help avoid these situations. Before we dive into how to train a chatbot, there are some key phrases you’ll need to know about chatbot training. If you don’t know how to train a chatbot and take care of it properly, you might want to consult an expert in order to learn chatbot training. An aiDriven chatbot contains a simple dashboard and different metrics for estimating results (e.g., chat volume, goal completion rate, fallback rate, or score of satisfaction) which are easy to interpret.
![2 ai talking to each other](data:image/jpeg;base64,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)
This means that whenever they message you for any reason, they’ll be able to get a response immediately. As a result, they’ll be satisfied with your brand and you, on the other hand, will be able to move them along your sales funnel. One of the greatest advantages is that Chatbots are available 24/7 to help customers. Plus, they respond quickly to every question they receive. This guarantees your customers will always be able to solve their problems, no matter what time of day. MetaDialog has been a tremendous help to our team, It’s saving our customers 3600 hours per month with instant answers.
The usability of your AI chatbot directly depends on how well the sample utterances represent real-world language use. During development and testing, use many different expressions to invoke each intent. Like pets, the behaviour of poorly trained chatbots can create a mess to clean up. If you remember the case of Tay the Twitter Bot, you know exactly what we mean. This isn’t a disadvantage, but it’s worth remembering that like all improvements implemented in a company, it takes time until everything’s 100% operational and showing actual results.
The Iron That Will Drive AI At Meta Platforms – The Next Platform
The Iron That Will Drive AI At Meta Platforms.
Posted: Thu, 20 Oct 2022 18:52:42 GMT [source]
Even if your brand usually uses a professional tone of voice in communications, you can still build a chatbot that is fun and engaging. Once you have written several utterances, note the words or phrases that represent key variable information. The point of entities is to extract relevant information, so you don’t need to tag every word in an utterance.
Get knowledge based conversation
Facebook did have two AI-powered chatbots named Alice and Bob that learned to communicate with each other in a more efficient way. To reduce the chances of such a situation, you should consider using chatbots that allow customer support agents to take over the conversation. Now that we’ve got that out of the way, let’s talk about your chatbot training. Bot training is all about predicting what users will say and hope to get from your chatbot. The information in this article is fairly technical, so in case you aren’t familiar with chatbot training, we’ve included explanations and examples to give you a good basis of understanding of how to approach training a bot. Chatbots need constant revision, maintenance and optimization in terms of their knowledge base and the way they’re supposed to communicate with customers.
- Mapping out the user flow will allow you to create a powerful chatbot that is decision tree-based.
- The information in this article is fairly technical, so in case you aren’t familiar with chatbot training, we’ve included explanations and examples to give you a good basis of understanding of how to approach training a bot.
- We have a simple pricing model based on questions asked, refer to our Pricing page to learn more.
- They can communicate with your audience and gather information such as their names, email addresses, and more.
Growth has been so spectacular that in 2021, organizations had up to 70% less calls, chats and mails after automating customer service. Your chatbot is an opportunity to connect with customers in a way that aligns with your brand. Finding the right tone of voice and personality for your AI-enabled bot matters.
We have a simple pricing model based on questions asked, refer to our Pricing page to learn more. Any textual content can be imported, CRMs, databases and even simple docs. AI Engine connects to your website and any other content you have, and automatically reads everything, and within an hour it is ready to answer the questions. AI Engine answers any question or request in mere seconds, compare that to minutes or even hours of your current support. « Simply put, agents in environments attempting to solve a task will often find unintuitive ways to maximize a reward, » Batra wrote in the July 2017 Facebook post. Implement AI in your marketing campaign now with our state-of-art ‘Sherpa’ tool, now.
Hardware—Smart devices, robotics, laboratory technology, and software systems are all being powered by AI. » Voice—Text-to-voice interfaces are utilized to support learning activities, particularly literacy and language learning. Vision—Emotion recognition is used to detect confusion and engagement, with identity management applications for testing and virtual learning.
- However, this technique is emerging in assessment, feedback, and plagiarism detection.
- Our research found that AI maturity comes down to mastering a set of key capabilities in the right combinations—not only in data and AI, but also in organizational strategy, talent and culture.
- They work on different language models and datasets, trained to understand your message and generate relevant replies.
- A leading solar-panel installer is using satellite photos and deep-learning algorithms to create fully automated rooftop-installation plans and price estimates.
- Advancing AI maturity is no longer a question of “if,” but “when.” It’s an opportunity facing every industry, every organization and every leader.
- The Trust Project is a worldwide group of news organizations working to establish transparency standards.
“The book is quite heavy on violence and sex, so art made in an environment where blood and sex is banned isn’t really an option,” Simpson-Edin says. The sex industry is headed for the integration of advance technology, with virtual reality and artificial intelligence coupled. With countless amounts of chatbots available online (from flirtatious chatbots to role-play chatbots), users have seemingly unlimited options to get intimate with AI. AI Tools for Adult Learning program seeks to come up with AI technologies that could provide tailored learning experiences to improve skills development among adults who have finished postsecondary education. Organizations improved their use of experimentation data between 2018 and 2021, effectively translating into a higher data and AI maturity.
Schuyler Moore: CENTCOM Working to Accelerate Tech Delivery to Support Warfighters
With the release of iOS 14, Apple included lengthier image descriptions which should provide context to photos, enabling a blind person to fully understand what is happening. Voice-over users can customise content filters, either receiving a verbal warning or a sound alert to let them know that an image may contain adult content. I wanted to test the feature to see if I could receive high quality descriptions, or whether Apple would filter certain aspects. Even services with the mission of providing blind people with visual interpreting do not allow for this. When working directly with an interpreter, whether they are comfortable with the content or not, it would be a violation of company policy to ask for descriptions. If Apple chooses to continue to develop this technology, we might be able to receive very detailed descriptions, enabling us to view media online or take photos for a partner.
What’s the best AI to talk to?
- Bold360.
- Meya AI.
- Aivo.
- ManyChat.
- ItsAlive.
- FlowXO.
- Chatfuel.
- HubSpot Live Chat.
It’s an artificial intelligence with genuine emotional intelligence. Twitter’s new CEO also leads Tesla, SpaceX, and startups working on tunnel digging and brain implants. The provider of those keys is Emad Mostaque, an ex-hedge fund manager from the UK who created Stable Diffusion in collaboration with a collective called Stability.Ai, which is working on numerous open source AI projects.
National AI Institute forAdult Learning and Online Education
The world’s most powerful AI projects remain locked inside large tech companies that are reluctant to provide unfettered access to them—either because they are so valuable or because they might be abused. Over the past year or so, however, some AI researchers have begun building and releasing powerful tools for anyone to use. The trend has sparked concern around the potential misuses of AI technology that can be harnessed to different ends. Some users of the notorious image board 4chan have discussed using Stable Diffusion to generate celebrity porn, or deepfakes of politicians as a way to spread misinformation. But it is unclear whether any effort has been made to actually do this. In addition to a post-pandemic economy, the need to improve access to education and upskilling for historically marginalized learners is more important than ever.
![adult ai](data:image/jpeg;base64,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)
While there may be detractors, the potential good that AI could contribute to the adult eLearning far exceeds any negative impact, and must be explored in depth. With Artificial Intelligence aids, this shortcoming can be mitigated. Machine learning algorithms can incorporate prior performance data, and use that data to alter an individual’s curriculum in order to address their specific needs. Some systems also learn as individuals progress through an eLearning course, identifying areas where an individual might lack proficiency and prioritize that content. Likewise, individuals struggling in a particular section might be guided through at a slower pace, whereas for others who find it easy, the system would propose a more expedited approach.
AI Algorithms
Here are some way people have started getting intimate with chatbots. Although the absence of an avatar and visuals can make it feel less realistic, the chatbot itself is quite well-trained. It does have a mobile app, but it’s available only for iOS devices and costs $0.99.
![adult ai](data:image/jpeg;base64,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)
There is, they frequently note, no “peak AI.” These companies know they have only scratched the surface of their AI transformations and that the quality of their investments matters just as much as the quantity. For Achievers, continued investment involves expanding the scope of AI to deliver maximum impact while “cross-pollinating” AI solutions and redeploying resources. Because Achievers prioritize efforts to build AI literacy in their workforces, it’s no surprise that their employees are also more proficient in AI-related skills.
I’m interested in analytics
A not-for-profit organization, IEEE is the world’s largest technical professional organization dedicated to advancing technology for the benefit of humanity. Any data, text, or other content on this page is provided as general market information and not as investment advice. Past performance is not necessarily an indicator of future results. CompVis’ original Stable Diffusion V1 model revolutionized adult ai the nature of open-source AI models and produced hundreds of different models and advances around the world. It saw one of the fastest climbs to 10,000 Github stars, racking up 33,000 in less than two months, faster than more programs on Github. I have searched LINCS CoP discussions on artificial intelligence, and below are what I believe to be the most relevant of these.
- We have a simple pricing model based on questions asked, refer to our Pricing page to learn more.
- However, these can be developed very quickly, but only if there are huge databases.
- Computer system’s victory over the world’s best player of an ancient strategy game called simply, Go.
- Organizations tap into an ecosystem of technology partners to access developer networks that support the development of new products and services.
- Organizations regularly measure the competency level of employees to determine where further training is needed to improve overall acumen.
- What I think working together with teachers is finding a way to see what factors are the ones that have the most predictive value.
The premise behind Cleo — a chatbot that’s not only helpful but wields a snappy personality to match modern internet culture — is aimed squarely at millenials and other highly online users. It’s a fun take on fintech, whose biggest players can still come off as stuffy and old school. Ask Cleo whether tonight’s DoorDash order is in your budget and she’s liable to respond with both a numerical answer and a cheeky comment about your spending habits designed to help you keep your financial goals on track. She’s a prime example of advanced chatbot technology that manages to feel realistic, capable, and fun instead of just spitting back disjointed FAQ answers.
FTX Implosion Highlights the Importance of Conversational AI – Data Science Central
FTX Implosion Highlights the Importance of Conversational AI.
Posted: Tue, 06 Dec 2022 17:39:14 GMT [source]
They carefully map out the customer journey and use automation only where it increases customer satisfaction. Successful fintech companies do not view chatbots as a cost-saving strategy or a tool to replace human agents. While chatbots do improve metrics like cost-per-contact, this is not the primary focus. To understand how powerful fintech chatbots are, we first have to know where chatbot technology stands today.
Bank Automation Summit
According to director David Urbano, the company’s target market of millennials registers particularly high levels of smartphone use. While the idea of using an automated program to manage their investment portfolio may seem esoteric for certain investors, for countless others it can be an ideal option for a number of reasons. Typically, robo advisors require a smaller initial investment and have lower fees than a professional financial advisor. Capital One’s approach to Eno may offer some clues why traditionally risk-averse banks are just taking baby steps. Capital One is only rolling out the product as a pilot for the time being, and the bank is careful to manage future expectations. It gets information from past data while collecting new data and using it as feedback to learn more.
The event will feature the brightest minds from across financial services… For example, Citi uses voice authentication, and Bank of America has fingerprint authentication and iris-scanning in its solutions. However, when developing biometric software, it’s worth remembering that attackers can use AI tricks against you and try to falsify biometric data. Liveness detection and anti-spoofing techniques will help reduce these risks. The march of chatbots and personal assistants into conversational commerce, is now a thing, and looks like it is here to stay. Bank phone trees are dreadful experiences, so many banks are turning to chatbots in the hope to spruce up the experience.
Read More
Chatbots provide real-time, valuable, and insightful reports that are useful in enhancing services and strategies. In order to support a consistent customer experience across all channels including Capital One’s web and mobile apps in addition to Eno, the team has been investing in an API-based infrastructure. This approach eliminates syncing and data transfer issues, as all front-end customer channels are tied to a common backend API.
![AI Chatbot for FinTech](data:image/jpeg;base64,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)
Security – Besides high-end encryption and compliance with KYC and AML, more steps to manage security through onboarding are essential. Chatbots can be integrated across various messaging channels such as WhatsApp, SMS, Instagram, Meta Messenger etc. They can answer frequently asked queries quickly and refer the consumers to a human agent for complex queries. Consumers may check their balances and accounting histories, track purchases, and obtain data just like they would if they asked any account manager to do so.
AI in the Fintech Industry: How Both Companies and Clients Benefit
Credit scoresbased on the individual risk profile of the customers and offer financial services accordingly to reduce the probability of incurring bad debts in the future. Finn AI plans to enable new capabilities in conversation banking chatbots and artificial intelligence, powered by the Visa Developer Platform. As artificial intelligence is integrated into digital banking, chatbots could become the bridge connecting the technology with human interaction. Fintech is an umbrella term for the rapidly evolving technology transforming financial services.
![AI Chatbot for FinTech](data:image/jpeg;base64,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)
Companies need to find and qualify potential customers that would be interested in the solutions. Then companies can create focused message campaigns to the targeted prospects to convert them to consumers. Pursuing relevant prospects digitally to promote new business opportunities is one of the most important use cases for chatbots.
Related Articles
Has a great range of applications for financial institutions, such as higher quality customer support in real-time, scam prevention, insurance, asset management, and personalized financial advisory services. In addition, artificial intelligence and machine learning also contribute greatly to increasing the efficiency and accuracy of analytics, making customer interaction faster and more value-adding. Recent years have witnessed tremendous developments in the financial sector.
NOMI is a chatbot that sends alerts, reminders, and tailored insights based on a person’s banking habits. Available in the RBC mobile app, it provides tools to help people manage day-to-day spending, including a calculated AI Chatbot for FinTech budget recommendation based on unique spending habits. Many big players in the banking sector developed their own proprietary chatbot solutions , focusing precisely on the specifics of their businesses and infrastructure.
Related Articles
This process doesn’t have to be a headache if you know the tool and you use it to your advantage. For example, our solution has a Training section, where you can teach the Chatbot new content to improve customer satisfaction using any unanswered queries. Imagine your agents spending more time answering just the queries that require a human being. Implementing a Chatbot with conversational AI is a great way to automate customer service and improve the service provided by agents, leading to cost optimization in the medium term. Based on our research, we rate PARTLY FALSE the claim Facebook discontinued two AIs after they developed their own language.
You have to feed the Chatbot with new and meaningful data that can answer customer questions and queries. Current solutions based on AI, like the ones Aivo offers, allow you to create a personality for your Chatbot and have conservations adapted to the context. You can even teach the Chatbot to show empathy based on certain messages or include evasive answers and learn from each interaction. Conversational Chatbots can help you get to know your customers even more. They let you figure out what their questions and needs are, plus the products or services they’re interested in, and help you make strategic decisions to improve the experience. Everyone knows that conversational Chatbots have revolutionized customer service.
Omnichannel Orchestration: How to Coordinate a Seamless Customer Journey
Next, we have to train the AI chatbot to understand the many ways that customers will ask their questions. Here are a few tips to follow when training AI that will help you understand how to train a chatbot. 2 ai talking to each other Even if you’re just getting started with chatbots, you’ve likely run into utterances, intents, and entities. Live chat agents require proper communication skills for dealing with customers effectively.
- Once you have written several utterances, note the words or phrases that represent key variable information.
- To avoid that and properly learn how to train a chatbot, create very specific intents that serve one defined purpose.
- It’s common when chatbot training to begin with a wish list of what you would like your bot to do.
- The post’s claim that the bots spoke to each other in a made-up language checks out.
Offer an innovative customer service experience with chatbots equipped with natural language processing. It’s important to begin the process with defining which specific problems you want your AI-enabled chatbot to solve. It’s common when chatbot training to begin with a wish list of what you would like your bot to do. However, it’s important instead to begin with an exact business problem that your bot will be built to solve.
Share This Article
From algorithms curating social media feeds to personal assistants on smartphones and home devices, AI has become part of everyday life for millions of people across the world. There’s a common misconception that a chatbot is synonymous with AI. Black Friday, the most important event of the year, it’s the perfect opportunity to increase sales in almost any industry.
Do you want to incorporate chatbots into your marketing strategy? Check out howconversational AI-powered chatbots can helpyou. Continuous improvement is important for a successful chatbot. Identifying situations where your AI-enabled chatbot needs more training will give you important insights about your chatbot and your business. You might be surprised to see how people are interacting with your bot; Remember that new intents represent new opportunities to improve and learn how to train a chatbot.
Ambitious Researchers Want to Use AI to Talk to All Animals
Avoid using one-word utterances as entities like « Barcelona » – these can confuse your chatbot. If you want to build a chatbot that allows customers to track order status, but then realise that this specific issue makes up for less than 3% of your query volume, you might want to consider another use case. Starting with the problem you’d like to solve will help avoid these situations. Before we dive into how to train a chatbot, there are some key phrases you’ll need to know about chatbot training. If you don’t know how to train a chatbot and take care of it properly, you might want to consult an expert in order to learn chatbot training. An aiDriven chatbot contains a simple dashboard and different metrics for estimating results (e.g., chat volume, goal completion rate, fallback rate, or score of satisfaction) which are easy to interpret.
![2 ai talking to each other](data:image/jpeg;base64,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)
This means that whenever they message you for any reason, they’ll be able to get a response immediately. As a result, they’ll be satisfied with your brand and you, on the other hand, will be able to move them along your sales funnel. One of the greatest advantages is that Chatbots are available 24/7 to help customers. Plus, they respond quickly to every question they receive. This guarantees your customers will always be able to solve their problems, no matter what time of day. MetaDialog has been a tremendous help to our team, It’s saving our customers 3600 hours per month with instant answers.
The usability of your AI chatbot directly depends on how well the sample utterances represent real-world language use. During development and testing, use many different expressions to invoke each intent. Like pets, the behaviour of poorly trained chatbots can create a mess to clean up. If you remember the case of Tay the Twitter Bot, you know exactly what we mean. This isn’t a disadvantage, but it’s worth remembering that like all improvements implemented in a company, it takes time until everything’s 100% operational and showing actual results.
The Iron That Will Drive AI At Meta Platforms – The Next Platform
The Iron That Will Drive AI At Meta Platforms.
Posted: Thu, 20 Oct 2022 18:52:42 GMT [source]
Even if your brand usually uses a professional tone of voice in communications, you can still build a chatbot that is fun and engaging. Once you have written several utterances, note the words or phrases that represent key variable information. The point of entities is to extract relevant information, so you don’t need to tag every word in an utterance.
Get knowledge based conversation
Facebook did have two AI-powered chatbots named Alice and Bob that learned to communicate with each other in a more efficient way. To reduce the chances of such a situation, you should consider using chatbots that allow customer support agents to take over the conversation. Now that we’ve got that out of the way, let’s talk about your chatbot training. Bot training is all about predicting what users will say and hope to get from your chatbot. The information in this article is fairly technical, so in case you aren’t familiar with chatbot training, we’ve included explanations and examples to give you a good basis of understanding of how to approach training a bot. Chatbots need constant revision, maintenance and optimization in terms of their knowledge base and the way they’re supposed to communicate with customers.
- Mapping out the user flow will allow you to create a powerful chatbot that is decision tree-based.
- The information in this article is fairly technical, so in case you aren’t familiar with chatbot training, we’ve included explanations and examples to give you a good basis of understanding of how to approach training a bot.
- We have a simple pricing model based on questions asked, refer to our Pricing page to learn more.
- They can communicate with your audience and gather information such as their names, email addresses, and more.
Growth has been so spectacular that in 2021, organizations had up to 70% less calls, chats and mails after automating customer service. Your chatbot is an opportunity to connect with customers in a way that aligns with your brand. Finding the right tone of voice and personality for your AI-enabled bot matters.
We have a simple pricing model based on questions asked, refer to our Pricing page to learn more. Any textual content can be imported, CRMs, databases and even simple docs. AI Engine connects to your website and any other content you have, and automatically reads everything, and within an hour it is ready to answer the questions. AI Engine answers any question or request in mere seconds, compare that to minutes or even hours of your current support. « Simply put, agents in environments attempting to solve a task will often find unintuitive ways to maximize a reward, » Batra wrote in the July 2017 Facebook post. Implement AI in your marketing campaign now with our state-of-art ‘Sherpa’ tool, now.
Love Sim & Virtual Roleplay
It is lightweight, fast, and extremely easy to deploy in any IT environment. To learn more, contact a government chatbot expert today. Government entities typically serve more people than private companies. Meanwhile, chatbots have already driven remarkable KPIs for private-sector industries and their customers. Thoughtscreen is an off-shoot of Cleverbot, an artificial intelligence that was renowned in 2011 for passing the Turing test.
![https://metadialog.com/](data:image/jpeg;base64,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)
Replika does not breach your privacy any more than other popular apps. It can be addictive (but so is Instagram/Facebook/TikTok) adult chatbot and some users think it’s creepy. Most of the incidents reported by users are Natural Language Processing hiccups.
I’m your AI-powered virtual friend and companion — talk to me about anything you want!
If you’re looking to practice dirty talk or explore different sexual interests, Personality Forge has good options. Slutbot is a sex chatbot that delivers erotic stories and tips written by experts. Unlike other sex chatbots, you can chat with Slutbot via text message to closely mimic a real “sexting” experience. Slutbot pings you weekly to see if you want to “play,” then offers a steamy idea or story. Slutbot stories incorporate a variety of themes, scenarios, and kinks, including bondage, role play, and oral sex. You might simply be the type of person that craves the high of maintaining a sexy virtual relationship.
The Personality Forge is another one of the most notable AI chatbot platforms currently operating. This AI chatbot platform allows users to built chatbots that will provide them with true engagement. There are a lot of AI chatbot platforms out there these days, but we want to highlight the very best.
Dope Life
Spice up your small talk with the latest tech news, products and reviews. Queenie Wong is a senior writer for CNET News, who focuses on social media companies including Facebook’s parent company Meta, Twitter and TikTok. She previously covered social networks for The Mercury News in San Jose. Before that, she wrote about politics and education for the Statesman Journal in Salem, Oregon. A native of Southern California, she took her first journalism class in middle school. Take personality tests that will push you both to the edge.
![adult chatbot](data:image/jpeg;base64,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)
Compound statements might confuse the AI, resulting in it picking out key points from various parts of your responses and combining them to create nonsensical replies.
There are some key reasons why this AI chatbot has found a home on this top 15 list. There are a bunch of great options at Sensation Bot. Content rated M – Mature are suitable for people aged 17+.
The chatbot encourages users to practice their English, Spanish, German, or French. Mya is an example of an AI chatbot recruiting assistant. It uses NLP and machine learning to automate recruiting processes. This type of chatbot automation is a must-have for all big companies. Especially the ones that receive more than a million job applications every year.
Adult Chat Bot Porn Videos
In the example above, having a landing page about wood windows with a free download and ‘Contact Us’ form could help educate your buyers and build trust with your brand. In just one click connect to all of your content, import data from your website, databases, documents and CRM. ALLISON MOON is the author of the award-winning queer sex-ed book, Girl Sex 101, the Tales of the Pack series of novels about lesbian werewolves, and the sexual memoir, Bad Dyke. She was a Lambda Literary Emerging LGBT Writers Fellow. As a sex educator, Allison has presented her workshops, on polyamory, queer sexuality, and sex technique, to thousands of people around the US and Canada.
They can have their own personality and become a soul mate for people who are going through a tough time in their life. The technology itself worked fine but the incident left a bad taste in the mouth. That’s why Tay is one of the best chatbot examples and worst chatbot examples at the same time. Pretty much the same thing happened to Tay—an AI chatbot that was supposed to speak like a teenage girl. Its creators let it roam free on Twitter and mingle with regular users of the internet.
Tits & Ass Bot
Barcelona-based engineer Sergi Santos introduced Samantha, a sex robot that can be personalized to customer’s desires and preferences. But her conversational functionality is more than just pillow talk; she is also able to talk about philosophy, science, and other topics. My Virtual Boyfriend is a « game » where the user plays with the intent to get the virtual boyfriend to fall in love with the player by relating to his personality. The game contains more than 200 options based on male stereotypes such as alpha male, geek, urban male, metrosexual and more. Players can customize his hair, clothing, and face, and also change his name.
Create an account so that they will remember you each time you chat. These chatbots can remember details about and form emotional relationships with you. For online businesses, messaging customers is one of the most time-consuming tasks.
Discord Finally Gets Official YouTube Integration – TheGamer
Discord Finally Gets Official YouTube Integration.
Posted: Mon, 17 Oct 2022 19:34:00 GMT [source]
A Sephora chatbot on Kik can give you product recommendations. FAQ bots answer questions and Messenger chatbots can enhance your Facebook page. Pepper is a humanoid robot that can chat with people. It is very popular in Japan and used in banks, hotels, or restaurants.
![adult chatbot](data:image/jpeg;base64,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)