AI's society, government and industry

See how AI is transforming the society, government and industry. Discover the battle between startups and tech giants, the rise of autonomous agents, and the future of AI-powered innovations.

AI is seamlessly weaving into every aspect of our lives, reshaping the way we interact, work, and learn. A world where the once-distant future has become our present reality. Today's newsletter takes you on an exciting journey, unraveling the captivating story of AI's exponential growth and the astounding potential it holds. From the secret world of chatbots to the fierce battle between startups and tech giants, we delve into the heart of AI's revolution. Join us as we uncover the transformative power of AI in government, the rise of autonomous agents, and the myriad ways this groundbreaking technology is redefining our existence.

Without further ado, let's jump right in!

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What you will find in your AI booster today;

  1. The secret behind chatbots 🕳️🐇 Is it talking racist?

  2. Big Tech and ChatGPT 💡 How Startups Are Outpacing Tech Giants

  3. Japan Lawmaker AI 🔴 Simplify the Government Rules

  4. The Future is Autonomous 🌱 Auto-GPTs

  5. Trending AI Tools and Tweets 🦿 The Good, the Bad, and the Ugly

1️⃣ The secret behind chatbots: C4 and LLaMA

AI Chatbots, AutoGPTs, newer LLMs and many more… They have surged in popularity, showcasing impressive abilities like writing advanced term papers and engaging in coherent conversations. However, concerns arise about the sources of information and proprietary, personal, or offensive content in their training data.

The Washington Post analyzed Google's C4 dataset, which has been used to train prominent AI models, including Google's T5 and Facebook's LLaMA.

“We then ranked the remaining 10 million websites based on how many “tokens” appeared from each in the data set. Tokens are small bits of text used to process disorganized information — typically a word or phrase.”

The dataset was dominated by websites in industries like journalism, entertainment, and medicine. Among the top sites, some raised privacy concerns, and others were linked to piracy and counterfeits. Business and industrial websites made up the largest category, with news and media ranking third. Personal blogs made up 3.8% of categorized tokens, and technology was the second-largest category.

Despite filters used by companies like Google, troubling content, including white supremacist or conspiracy theory websites, was found within the data. This investigation highlights the importance of transparency and vigilance when using training data for AI models to avoid perpetuating biases, propaganda, and misinformation.

What do you think? Elon’s TruthGPT might be the savior of humanity?

Read more on washingtonpost.com

2️⃣ Big Tech and ChatGPT: How Startups Are Outpacing Tech Giants

Once the leaders in AI, tech giants like Google, Meta, and Microsoft now find themselves racing to catch up with startups in the generative AI space. The rapid rise of OpenAI's ChatGPT has left tech behemoths scrambling to keep up with the smaller, nimbler companies that have taken the AI world by storm. As a result, safety concerns may be sidelined as Big Tech tries to maintain its competitive edge in the AI market.

In November, Meta's Blenderbot was released, but it paled in comparison to ChatGPT's astounding success, which attracted over a million users within just five days of its launch. ChatGPT's mainstream adoption was accelerated by Microsoft's investment in OpenAI and its integration of the chatbot into its popular office software.

This rapid progress has put pressure on tech giants like Meta and Google, potentially leading to safety concerns being overlooked. While these companies have historically been cautious about AI development, the surge of attention around ChatGPT is prompting them to reassess their strategies. This change in approach is evident in Google's recent "code red" around launching AI products and Meta employees urging the company to speed up its AI approval process.

Generative AI, including tools like ChatGPT, DALL-E 2, and Stable Diffusion, is shaping the future of AI by creating original content based on patterns identified in vast troves of existing data. These technologies were pioneered by Big Tech companies like Google, but recent years have seen research labs like OpenAI launching their latest models, raising questions about how corporate offerings stack up against their smaller counterparts.

The technology behind ChatGPT isn't necessarily superior to what Google and Meta have developed. However, OpenAI's decision to release its language models for public use has given it a significant advantage. This move has helped ChatGPT refine its performance through user feedback and "reinforcement learning from human feedback."

With AI becoming increasingly transformative, there's growing concern that Big Tech's haste to enter the market could expose billions of people to potential harms, such as sharing inaccurate information, generating fake images, even kidnapping. As smaller companies continue to lead the way in AI advancements, it remains to be seen whether Big Tech can adapt and maintain its competitive edge in the rapidly evolving landscape of AI technology.

3️⃣ Japan Lawmaker AI: Simplify the Government Rules

Japan's Ministry of Agriculture, Forestry, and Fisheries is trying out ChatGPT-4 to make complex regulations easier to understand. Minister Tetsuro Nomura said;

“It’s the first time that a branch of Japan’s central government has publicly testing out OpenAI’s artificial intelligence.”

ChatGPT was also used in Japan's parliament, where a lawmaker asked it to create questions for the Prime Minister. Some people worry about how quickly AI is being used in government.

Photographer: Toru Hanai/Bloomberg

As Japan starts using ChatGPT for government tasks, we'll see how it changes the future and the challenges it might bring. Good to remember, Stability AI

4️⃣ The Future Of Autonomous Agents

As we stand at the cusp of a new era, the potential of autonomous agents is just beginning to be realized. These artificial intelligence-powered entities are poised to revolutionize the future. “With every task effortlessly managed by your AI assistant, you can't help but feel grateful for the wonders of AutoGPT in your life.”

"Autonomous agents will bring your ideas to life simply by requesting their assistance. These agents can serve as friends, colleagues, and collaborators, affording you an abundance of leisure time."

Kazuki Nakayashiki, Cofounder and CEO of Glasp

The landscape of autonomous agents:

  1. The beginning: At present, we are in the early stages of developing autonomous agents. Developers are experimenting, creating both successful and unsuccessful applications. Projects like AutoGPT, BabyAGI, CAMEL, and Generative Agents have recently emerged, showcasing the potential of autonomous agents. These projects demonstrate novel approaches to planning techniques, memory usage, and agent simulations.

  2. The near future: Soon, autonomous agents will become increasingly prevalent, assisting people in various aspects of their lives. It will become the norm for individuals to have one or multiple agents supporting them.

  3. The long-term impact: In the coming years, most people in developed countries will rely on an army of autonomous agents for their day-to-day activities. These agents will augment human capabilities and decisions, making our lives easier and more efficient.

The significance of Large Language Models (LLMs):

Large Language Models are an important driving force behind the development of autonomous agents. They hold the potential to democratize access to virtual researchers, assistants, writers, or workers at low or no cost. As technology advances, LLMs will run on affordable computers without the need for a central server, granting access to human knowledge.

“Everyone will have access to a virtual researcher, assistant, writer, or worker at no or low cost. Access is democratized."

Jeremiah Owyang, AI Investor

The role of autonomous agents in the workplace:

In the coming years, many people will work for autonomous agents rather than humans. These AI-driven agents will create new opportunities and make our lives more efficient. People will serve as "maestros" to these AI agents, setting goals and guiding their actions.

In conclusion, the dawn of autonomous agents is upon us. As we continue to develop and refine these AI-powered entities, they will reshape our interactions with technology and make our lives more efficient and enjoyable.

3 Trending AI Tools

  1. Klu.so: Type a keyword, and Klu will locate it from your documents, emails, conversations or customer files.

  2. Docs-talk: Easily upload any document and receive instant answers

  3. Aomni: Find, extract, and process any data on the internet.

What did the chatbot say to the disgruntled customer? I hear you, but I'm not sure how to help.(thx GPT-4)

5 Referrals to get:

10 Referrals to get:

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