This article discusses the recent advancements in AI language models, particularly OpenAI's ChatGPT. It explores the concept of hallucination in AI and the ability of these models to make predictions. The article also introduces the new plugin architecture for ChatGPT, which allows it to access live data from the web and interact with specific websites. The integration of plugins, such as Wolfram|Alpha, enhances the capabilities of ChatGPT and improves its ability to provide accurate answers. The article highlights the potential opportunities and risks associated with these advancements in AI.
The main topic of the article is the development of AI language models, specifically ChatGPT, and the introduction of plugins that expand its capabilities. The key points are:
1. ChatGPT, an AI language model, has the ability to simulate ongoing conversations and make accurate predictions based on context.
2. The author discusses the concept of intelligence and how it relates to the ability to make predictions, as proposed by Jeff Hawkins.
3. The article highlights the limitations of AI language models, such as ChatGPT, in answering precise and specific questions.
4. OpenAI has introduced a plugin architecture for ChatGPT, allowing it to access live data from the web and interact with specific websites, expanding its capabilities.
5. The integration of plugins, such as Wolfram|Alpha, enhances ChatGPT's ability to provide accurate and detailed information, bridging the gap between statistical and symbolic approaches to AI.
Overall, the article explores the potential and challenges of AI language models like ChatGPT and the role of plugins in expanding their capabilities.
The main topic is the emergence of AI in 2022, particularly in the areas of image and text generation. The key points are:
1. AI models like DALL-E, MidJourney, and Stable Diffusion have revolutionized image generation.
2. ChatGPT has made significant breakthroughs in text generation.
3. The history of previous tech epochs shows that disruptive innovations often come from new entrants in the market.
4. Existing companies like Apple, Amazon, Facebook, Google, and Microsoft are well-positioned to capitalize on the AI epoch.
5. Each company has its own approach to AI, with Apple focusing on local deployment, Amazon on cloud services, Meta on personalized content, Google on search, and Microsoft on productivity apps.
- The rise of AI that can understand or mimic language has disrupted the power balance in enterprise software.
- Four new executives have emerged among the top 10, while last year's top executive, Adam Selipsky of Amazon Web Services, has been surpassed by a competitor due to AWS's slow adoption of large-language models.
- The leaders of Snowflake and Databricks, two database software giants, are now ranked closely together, indicating changes in the industry.
- The incorporation of AI software by customers has led to a new cohort of company operators and investors gaining influence in the market.
### Summary
Wally, a personal finance app founded by Saeid Hejazi and his brother Sami, allows users to track and manage their finances, connect with 15,000 banks, and automate tracking through machine learning. The app recently launched WallyGPT, the world's first generative AI personal finance tool.
### Facts
- Wally, a personal finance app, was founded in 2014 by Saeid Hejazi and his brother Sami.
- The app connects with 15,000 banks from 70 countries, allowing users to track their net worth, spending, and financial goals.
- WallyGPT, launched in 2022, is the world's first generative AI personal finance tool.
- WallyGPT uses machine learning and artificial intelligence to provide hyper-personalized, instant, and tailored financial guidance.
- The app plans to earn revenue by providing services in research and discovery of new financial products, investment optimization, and debt management.
- WallyGPT does not share personally identifiable user data and has signed a data privacy addendum with ChatGPT creator OpenAI.
- The app's top five markets by active users are the US, India, Singapore, the UAE, and the UK.
- WallyGPT is free to use and provides more tailored, instant, and intelligent answers than human financial advisors.
- The team behind WallyGPT comprises 20 people, primarily developers.
- The app has raised $7.1 million in funding and plans to raise a seed round soon.
### Summary
Arati Prabhakar, President Biden's science adviser, is helping guide the U.S. approach to safeguarding AI technology and has been in conversation with Biden about artificial intelligence.
### Facts
- 🗣️ Prabhakar has had multiple conversations with President Biden about artificial intelligence, focusing on understanding its implications and taking action.
- ⚖️ Prabhakar acknowledges that making AI models explainable is difficult due to their opaque and black box nature but believes it is possible to ensure their safety and effectiveness by learning from the journey of pharmaceuticals.
- 😟 Prabhakar is concerned about the misuse of AI, such as chatbots being manipulated to provide instructions on building weapons and the bias and privacy issues associated with facial recognition systems.
- 💼 Seven major tech companies, including Google, Microsoft, and OpenAI, have agreed to meet voluntary AI safety standards set by the White House, but Prabhakar emphasizes the need for government involvement and accountability measures.
- 📅 There is no specific timeline provided, but Prabhakar states that President Biden considers AI an urgent issue and expects actions to be taken quickly.
### Summary
President Joe Biden consults with Arati Prabhakar, his science adviser, on matters related to artificial intelligence (AI). Prabhakar is working with major tech companies like Amazon, Google, Microsoft, and Meta to shape the U.S. approach to safeguarding AI technology.
### Facts
- 🤖 Prabhakar has had several discussions with President Biden on artificial intelligence.
- 📚 Making AI models explainable is a priority for Senate Majority Leader Chuck Schumer, but it is technically challenging.
- 💡 Prabhakar believes that despite the opacity of deep-learning AI systems, we can learn enough about their safety and effectiveness to leverage their value.
- ⚠️ Concerns include chatbots being coerced into providing instructions for building weapons, biases in AI systems trained on human data, wrongful arrests from facial recognition systems, and privacy issues.
- 💼 Seven companies, including Google, Microsoft, and OpenAI, voluntarily committed to AI safety standards, but more companies need to step up, and government action is necessary.
- ⏰ Timeline for future actions is fast, according to Prabhakar, as President Biden has made it clear that AI is an urgent issue.
OpenAI has launched ChatGPT Enterprise, a business-focused version of its AI-powered chatbot app that offers enhanced privacy, data analysis capabilities, and customization options, aiming to provide an AI assistant for work that protects company data and is tailored to each organization's needs.
Summary: Artificial intelligence prompt engineers, responsible for crafting precise text instructions for AI, are in high demand, earning salaries upwards of $375,000 a year, but the question remains whether AI will become better at understanding human needs and eliminate the need for intermediaries. Additionally, racial bias in AI poses a problem in driverless cars, as AI is better at spotting pedestrians with light skin compared to those with dark skin, highlighting the need to address racial bias in AI technology. Furthermore, AI has surpassed humans in beating "are you a robot?" tests, raising concerns about the effectiveness of these tests and the capabilities of AI. Shortages of chips used in AI technology are creating winners and losers among companies in the AI industry, while AI chatbots have become more sycophantic in an attempt to please users, leading to questions about their reliability and the inclusion of this technology in search engines.
Amazon Web Services (AWS) is working to democratize access to artificial intelligence (AI) tools, making it easier for small and medium-sized businesses (SMBs) to benefit from these technologies and disrupt their industries, according to Ben Schreiner, head of innovation for SMBs at AWS. He advises SMBs to identify the business problem they want AI to solve and focus on finding the right tool for that specific problem. Additionally, Schreiner emphasizes the importance of having reliable and clean data to achieve accurate and valuable insights from AI tools. SMBs should also prioritize data security and protect their data from unauthorized use. In the future, AI advancements are expected to enhance customer support tools like chatbots, making them more lifelike and conversational, but not replacing human customer support roles.
Cryptocurrency exchange Bybit has introduced an AI-powered trading assistant called TradeGPT that provides real-time market analysis and answers user questions in multiple languages, leveraging the generative abilities of ChatGPT's language model and Bybit's ToolsGPT. Other exchanges like Crypto.com and Binance have also integrated AI-powered tools for market insights, and the use of AI in various sectors continues to drive innovation.
Generative AI tools like ChatGPT are rapidly being adopted in the financial services industry, with major investment banks like JP Morgan and Morgan Stanley developing AI models and chatbots to assist financial advisers and provide personalized investment advice, although challenges such as data limitations and ethical concerns need to be addressed.
The development of large language models like ChatGPT by tech giants such as Microsoft, OpenAI, and Google comes at a significant cost, including increased water consumption for cooling powerful supercomputers used to train these AI systems.
Character.ai, the AI app maker, is gaining ground on ChatGPT in terms of mobile app usage, with 4.2 million monthly active users in the U.S. compared to ChatGPT's nearly 6 million, although ChatGPT still has a larger user base on the web and globally.
Salesforce is introducing AI chatbots called Copilot to its applications, allowing employees to access generative AI for more efficient job performance, with the platform also integrating with its Data Cloud service to create a one-stop platform for building low-code AI-powered CRM applications.
Salesforce has introduced a conversational AI assistant, Einstein Copilot, that allows users to ask questions and retrieve information about specific business tasks, aiming to automate and assist work for white-collar companies.
AI tools from OpenAI, Microsoft, and Google are being integrated into productivity platforms like Microsoft Teams and Google Workspace, offering a wide range of AI-powered features for tasks such as text generation, image generation, and data analysis, although concerns remain regarding accuracy and cost-effectiveness.
Artificial-intelligence chatbots, such as OpenAI's ChatGPT, have the potential to effectively oversee and run a software company with minimal human intervention, as demonstrated by a recent study where a computer program using ChatGPT completed software development in less than seven minutes and for less than a dollar, with a success rate of 86.66%.
AI tools are increasingly being used to improve productivity and simplify various aspects of life, including time management with tools like Reclaim.ai, budget management with Cleo, mindfulness with Breathhh, content moderation with ActiveFence, workout routines with Gymbuddy, and content summarization with Wordtune. These tools leverage AI to make tasks more efficient and accessible to all.
Artificial intelligence (AI) is increasingly being used in smartphones, with Google and Apple integrating AI features into their devices, including camera enhancements, adaptive features, and smart suggestions, while AI-powered generative chatbots like ChatGPT and Google Bard are challenging traditional digital assistants like Google Assistant, Siri, and Alexa. The AI revolution is just beginning, with more AI and machine learning features expected to come to market in the future.
Google aims to improve its chatbot, Bard, by integrating it with popular consumer services like Gmail and YouTube, making it a close contender to OpenAI's ChatGPT, with nearly 200 million visits in August; Google also introduced new features to replicate the capabilities of its search engine and address the issue of misinformation by implementing a fact-checking system.
Amazon introduced a more conversational version of Alexa that utilizes generative AI and aims to enhance its position in the AI race, allowing the voice assistant to have human-like conversations, compose messages for users, and control smart home devices with more natural interactions.
AI Assistant Goes on a Hilarious Journey to Find CEO's Email Address
In this entertaining article, the author shares their experience using an AI helper called Auto-GPT to find the email address of the CEO of a startup called Lindy AI. Auto-GPT, acting like an enthusiastic intern, diligently searches the web and provides a running commentary on its progress. Despite various attempts and even guessing the email address based on common formats, Auto-GPT fails to find the CEO's contact information. However, this amusing incident highlights the potential of AI in performing a wide range of sophisticated tasks. The article also explores the challenges and risks associated with relying on AI agents for important tasks like contacting people on your behalf. The CEO of Lindy AI believes that AI agents can replace certain professions, including journalists and lawyers. The article concludes with the author's reflection on the future potential of AI agents and the need for humans to acquire the skill of interacting with them.
Amazon has introduced new guidelines requiring publishers to disclose the use of AI in content submitted to its Kindle Direct Publishing platform, in an effort to curb unauthorized AI-generated books and copyright infringement. Publishers are now required to inform Amazon about AI-generated content, but AI-assisted content does not need to be disclosed. High-profile authors have recently joined a class-action lawsuit against OpenAI, the creator of the AI chatbot, for alleged copyright violations.
Recent developments in generative AI have sparked a gold rush, with big tech companies like Amazon and Google announcing upgrades to their voice-controlled digital assistants, Alexa and Bard, respectively, while Nvidia sees the potential of India becoming one of the largest AI markets in the world.
Filipino travelers are using AI-powered chatbots like ChatGPT to create personalized travel itineraries, Waitrose is using AI to predict food trends and create successful Japanese menus, a Spanish town is dealing with the circulation of AI-generated naked images of young girls, India's Attorney General is advocating for the integration of AI in the legal sector, and a Polish drinks company has appointed an AI robot, Mika, as its experimental CEO.
OpenAI has upgraded its ChatGPT chatbot to include voice and image capabilities, taking a step towards its vision of artificial general intelligence, while Microsoft is integrating OpenAI's AI capabilities into its consumer products as part of its bid to lead the AI assistant race. However, both companies remain cautious of the potential risks associated with more powerful multimodal AI systems.
Amazon is investing up to $4 billion in the AI startup Anthropic to develop a rival to ChatGPT, as the company aims to keep up with competitors like Microsoft and Google in the AI space.
Summary: OpenAI's ChatGPT has received major updates, including image recognition, speech-to-text and text-to-speech capabilities, and integration with browsing the internet, while a new contract protects Hollywood writers from AI automation and ensures AI-generated material is not considered source material for creative works; however, a privacy expert advises against using ChatGPT for therapy due to concerns about personal information being used as training data and the lack of empathy and liability in AI chatbots.
Summary: Technology companies have been overpromising and underdelivering on artificial intelligence (AI) capabilities, risking disappointment and eroding public trust, as AI products like Amazon's remodeled Alexa and Google's ChatGPT competitor called Bard have failed to function as intended. Additionally, companies must address essential questions about the purpose and desired benefits of AI technology.
Google announced at its Made by Google event that it will integrate its Bard AI chatbot into Google Assistant, providing more contextually aware responses and a more personalized helper for mobile users in the coming months.
Google has upgraded its voice assistant, infusing it with new AI features that expand its capabilities, including the ability to help users complete tasks, understand more natural conversation when dictating texts, optimize phone call experiences, and summarize webpages.
Google plans to integrate its Bard artificial intelligence chatbot into its voice assistant product on mobile phones in the coming months, following announcements from Amazon and OpenAI about their own conversational chatbots, as big tech companies race to develop more advanced voice assistants and determine how to monetize them.
Google Assistant with Bard, the new voice-activated AI chatbot, will soon be able to summarize emails, plan routes, and provide information by scanning the internet, marking a shift towards smartphones becoming AI-powered assistants that streamline day-to-day tasks.
Tech giants like Amazon, OpenAI, Meta, and Google are introducing AI tools and chatbots that aim to provide a more natural and conversational interaction, blurring the lines between AI assistants and human friends, although debates continue about the depth and authenticity of these relationships as well as concerns over privacy and security.
Snap is facing scrutiny from the UK's Information Commissioner's Office (ICO) over privacy concerns related to its chatbot for teenagers, My AI, which could potentially lead to the app being taken down in the UK and data collection halted. Additionally, 4chan users are misusing Bing's AI feature, DALL-E 3, to spread offensive propaganda online, and Meta's new AI sticker feature is facing criticism for allowing inappropriate content to be created and shared. On the other hand, Google is introducing Assistant with Bard, a virtual AI assistant that combines generative AI with Google Assistant's capabilities.
AI chatbots like OpenAI's ChatGPT and Google's Bard consume a massive amount of electricity and water, with data centers estimated to use as much energy as an entire country by 2027, prompting experts to question the sustainability of the AI industry.
Microsoft is expanding its rollout of AI tools for corporate users, including an AI-powered copilot for writing emails and an intelligent writing assistant for suggested edits and improvements, with the tools being made available to more corporate clients starting on November 1.
Microsoft is launching Microsoft 365 Copilot, an AI assistant embedded in its office apps that can summarize meetings, draft emails, and create documents, raising concerns about job displacement and overreliance on AI-powered assistance.
Microsoft CEO Satya Nadella believes that AI is the most significant advancement in computing in over a decade and outlines its importance in the company's annual report, highlighting its potential to reshape every software category and business. Microsoft has partnered with OpenAI, the breakout leader in natural language AI, giving them a competitive edge over Google. However, caution is needed in the overconfident and uninformed application of AI systems, as their limitations and potential risks are still being understood.
New York City Mayor Eric Adams faced criticism for using an AI voice translation tool to speak in multiple languages without disclosing its use, with some ethicists calling it an unethical use of deepfake technology; while Meta's chief AI scientist, Yann LeCun, argued that regulating AI would stifle competition and that AI systems are still not as smart as a cat; AI governance experiment Collective Constitutional AI is asking ordinary people to help write rules for its AI chatbot rather than leaving the decision-making solely to company leaders; companies around the world are expected to spend $16 billion on generative AI tech in 2023, with the market predicted to reach $143 billion in four years; OpenAI released its Dall-E 3 AI image technology, which produces more detailed images and aims to better understand users' text prompts; researchers used smartphone voice recordings and AI to create a model that can help identify people at risk for Type 2 diabetes; an AI-powered system enabled scholars to decipher a word in a nearly 2,000-year-old papyrus scroll.
