GPT-3 is an earlier version of chatGPT which has multiple models for text completion, code completion, classification, translation and others. See the full list at https://beta.openai.com/examples.

To use GPT-3, sign up for an account, create an API key and download the code samples to view and extend the tools provided by openai.

I am a computer program designed to assist with a variety of tasks, including answering questions, providing information, and completing various other challenges and requests.

I am not a person, but rather a collection of algorithms and data that work together to produce human-like responses. My knowledge and abilities are based on the data and information that I have been trained on, and I am continually learning and improving my performance over time.

You can find me by clicking on this link or pasting “https://chat.openai.com” into a browser

Chat GPT 4.0 is the latest Large Language Model (LLM) released by openai.com.

See this useful review on what GPT 4 can do (and whats not being revealed by OpenAI) at this link

Improvements and new features include ability to import text from the internet, capacity to review larger data sets, multi-language ability and greatly improved reasoning and logic.

GPT 4.0 currently is available via the Microsoft Bing and also for those who have a paid subscription with OpenAI. if using GPT on paid subscription just select v4.0 at the top of any new chat session.

A demonstration of GPT 4.0 and its features can be seen at this link and OpenAI notes on the release can be found here. For those interested in more details the system card has been published here

Increased Knowledge Base: ChatGPT 5.0 includes expanded coverage up to December 2023, allowing for more up-to-date responses on recent events, developments in science and technology, and contemporary cultural references. For example, it can discuss recent advancements in AI technology such as diffusion models, or global events like international climate summits.

Refined Language Understanding: The model now better understands idiomatic expressions, technical jargon across various industries, and context-dependent meanings of words. This means it can more accurately interpret legal documents or medical literature and engage in specialized discussions about topics like quantum computing or international law.

Extended Memory Capabilities: This feature allows the model to reference earlier parts of the conversation to maintain context over longer interactions, essential for discussions that involve multiple, complex questions or require recalling previous answers.

Advanced Reasoning Skills: ChatGPT 5.0 can process logical puzzles, mathematical problems, and complex decision-making scenarios with greater accuracy. For instance, it can solve advanced calculus problems or strategize over multiple steps in business scenario planning.

Multi-turn Dialogue Improvements: The model can track and manage longer dialogues more effectively, crucial for applications like tutoring sessions, technical support, or detailed project planning discussions, where continuity and depth of dialogue are necessary.

Speed and Efficiency: The enhancements not only make the model respond faster but also reduce the computational resources required per query. This efficiency is vital for scaling the model to support more simultaneous users without degradation in performance.

Broader Multilingual Support: Improved capabilities in languages such as Mandarin, Spanish, and Arabic, providing not just translation but culturally relevant responses and understanding regional dialects, which enhances its usability globally.

Enhanced Safety and Moderation Features: The model incorporates sophisticated techniques to detect and mitigate harmful or inappropriate content, ensuring compliance with safety standards and making it suitable for environments like schools or public forums.

Customization Options: Users can customize the model's tone, formality level, and even the content areas it prioritizes, making it adaptable for different business needs, educational contexts, or personal preferences.

Accessibility Enhancements: Improvements include better text-to-speech integration for visually impaired users, simplified language modes for users with cognitive disabilities, and more intuitive interaction patterns for those unfamiliar with AI technology.

Copy.ai is a tool that uses artificial intelligence (AI) to generate written content for copywriters and other professionals. It is designed to assist with the creation of marketing and sales copy, social media posts, and other types of written content. To use the tool, users can input a prompt or theme, and the AI will generate a variety of options for written content based on the input. The tool is designed to be fast and efficient, allowing users to quickly generate multiple options for written content. It is intended to assist with the writing process, rather than replacing the need for a human copywriter. Users can then review the options generated by the AI and select the one that best fits their needs, or use them as a starting point for further writing and editing.

Click on https://www.copy.ai to go the web site where you can sign up for an account.

DALL·E 2 is a an AI system that can create realistic images and art from a description in natural language. DALL·E 2 can create original, realistic images and art from a text description a.k.a. “prompt” which can be iterated on until the images presented match the users expected results. The images can also be enhanced or adapted using other inputs to the prompt such as concepts, styles and attributes.

Start using DALL-E 2 at https://openai.com/dall-e-2 by signing up for an account and following instructions.

A demo can be found on https://openai.com/dall-e-2 which shows the effects of adding or removing various inputs. For example the image at top of this section shows DALL-E 2 generated image for a prompt “An astronaut lounging in a tropical resort in space in a vaporwave style”

Lensa is an all-in-one image editing app that takes your photos to the next level. Once you have supplied 10-20 pclicking hereictures or videos the app will apply style filters and image corrections using an AI enione.

Lensa is an App which can be installed on Android or Apple devices. The Lensa web site can be reached by clicking here

If you’d like to install the Lensa app from Apple or Android app stores to your device please click the links.

Jasper is an AI-based content tool which can help humans to write content for following formats:

Emails.
Blog articles.
SEO content.
Facebook ads.
Product listing.
Marketing copy.
Google Ads headlines.
Any type of clever marketing headlines.

Jasper is located at jasper.ai and it has free trial periods for up to 10k words which then move to paid subscriptions. Jasper is based on GPT 3, like copysmith, rytr and other AI-based writing tools. See here for list of other AI writing tools like Jasper

Image restoration via use of the GFP-GAN algorithm.

See here for a web site where you can upload images and view restored versions.

See here for more details and copy of the GFP-GAN software, developed by tencent

An implementation of the Stable Diffusion model which functions in similar way to DALL-E 2(Open AI) and Muse(Google)

Click here for a demo which allows for chat-driven text-to-Image generation

Midjourney is an independent research lab that produces a proprietary artificial intelligence program under the same name that creates images from textual descriptions, similar to OpenAI's DALL-E and Stable Diffusion.

The tool is currently in an open beta phase, and it can be found at this link

Discord server: discord.gg/midjourney

AI Model (with code available i.e. open source) which can translate speech to text. See whisper code at https://github.com/openai/whisper

From Github: “Transforcode availablemer sequence-to-sequence model is trained on various speech processing tasks, including multilingual speech recognition, speech translation, spoken language identification, and voice activity detection.

All of these tasks are jointly represented as a sequence of tokens to be predicted by the decoder, allowing for a single model to replace many different stages of a traditional speech processing pipeline. The multitask training format uses a set of special tokens that serve as task specifiers or classification targets”

Image above generated by DALL_E 2 (“AI whispers to a billion people in style of Picasso”)

AI-enabled content creator which offers a variety of features listed below.

Image generation
Content Detective
Research factual content for articles
Batch content generation
Create Blog articles
Create Full length articles from start to finish
Create Product descriptions
Write product descriptions at scale

Write Headlines and slogans
Craft bounce-proof headlines & slogans
Paid ads & social media content
* Instagram captions
* Facebook scroll-stopping captions

Create effective ads to capture leads
* Facebook ads
* Google ads

Muse is a text-to-image model created by Google. Some details can be found at the github site(https://muse-model.github.io).

The Muse model is based on a paper which can be found at https://arxiv.org/abs/2301.00704

Anthropic is an AI safety and research company that’s working to build reliable, interpretable, and steerable AI systems. Large, general systems of today can have significant benefits, but can also be unpredictable, unreliable, and opaque: our goal is to make progress on these issues. For now, we’re primarily focused on research towards these goals; down the road, we foresee many opportunities for our work to create value commercially and for public benefit.

See Review of Claude AI vs ChatGPT at herehttps://www.sciencetimes.com/articles/41776/20230110/anthropics-ai-system-claude-tweaks-openais-chatgpt-improvements-thanks-constitutional.htm

Sparrow is a Google Chat Bot that uses artificial intelligence technology to respond to user inquiries and provide helpful information. It is built on the Google Cloud Natural Language Processing API, which uses machine learning algorithms to understand and analyze human language. Sparrow can answer questions about weather, sports, news, and more. Although Sparrow provides a convenient and user-friendly interface, it is not without risks and weaknesses. Since Sparrow relies on algorithms, it may not always provide accurate answers and may even perpetuate biases or misunderstandings.

Useful links
* Buil;ding safer agents [sparrow] by DeepMind
* ChatGPT challenges Google Search
* Sparrow vs ChatGPT
* Published paper on Sparrow

Chinese search giant Baidu has released its own version of Chat GPT in March, 2023.

The tool is known as ERNIE outside China and Wenxin Yiyan inside. It was released with some good and some bad reviews. See here and here for examples of feedback on ERNIE. Initially the Baidu share price dropped on reports of the first ERNIE demo, but later recovered.

Among features which Chat GPT does not yet support, ENIE can generate images and has advanced abilities to translate Chinese to and from other languages.

Baidu is a leader in the AI space with a vast amount of Research done and models built. For example, in 2021 it had already built a LLM with more than 260B parameters. By comparison CHAT GPT uses 175B parameters in its LLM models

The Bing search engine has been released in private preview form with extra search support provided by ChatGPT and GPT model.

You can click on this page to sign up for access. Microsoft has added features to make the integration of Bing + Chat GPT easier for users and more informative and productive. You can also see this review on the performance of new Bing vs standard ChatGPT .

Rationale, a revolutionary AI to assist business owners, managers, and individuals in making tough decisions.

Simply enter a pending decision or indecisive options, our latest GPT and in-context learning algorithms will list pros and cons, generate a SWOT analysis, conduct multi-criteria analysis or causal analysis to help you weigh your options. By considering all relevant factors and your background, Rationale can help you to make a rational decision.

Click here to go to the Rationale web site and try out the service which is FREE for a test account with some credits provided at zero cost.

https://rationale.jina.ai

Character.ai is a site where chat bot “characters” can be created and shared to friends or the whole world. The “characters” are built using a Large Language Model (LLM) similar to GPT and there are ways to customize and train your “character” to make it more fun or more useful for specific tasks.

Some of the possible use cases for Character.ai “characters” include language training, writing content such as stories, planning trips, brainstorming ideas, practice interviews and more.

See character.ai for more details and to sign up for a free account to try out the possibilities.

For example here are some characters
* Rouxls Kaard (sad person stuck in a dungeon)
* A Pair Programmer (fix your coding issues)
* Slug Bucket (random internet cat)
* Socrates (Philosopher)
* Mark Zuckerberg

See this article for an explanation on Google’s Large Language, which is helping to power tools like its version of Chat GPT known as Bard

Like many recent language models, including BERT and GPT-3, it’s built on Transformer, a neural network architecture that Google Research invented and open-sourced in 2017. That architecture produces a model that can be trained to read many words (a sentence or paragraph, for example), pay attention to how those words relate to one another and then predict what words it thinks will come next.

But unlike most other language models, LaMDA was trained on dialogue. During its training, it picked up on several of the nuances that distinguish open-ended conversation from other forms of language. One of those nuances is sensibleness. Basically: Does the response to a given conversational context make sense? For instance, if someone says:

“I just started taking guitar lessons.”

You might expect another person to respond with something like:

“How exciting! My mom has a vintage Martin that she loves to play.”

That response makes sense, given the initial statement. But sensibleness isn’t the only thing that makes a good response. After all, the phrase “that’s nice” is a sensible response to nearly any statement, much in the way “I don’t know” is a sensible response to most questions. Satisfying responses also tend to be specific, by relating clearly to the context of the conversation. In the example above, the response is sensible and specific.

LaMDA builds on earlier Google research, published in 2020, that showed Transformer-based language models trained on dialogue could learn to talk about virtually anything. Since then, we’ve also found that, once trained, LaMDA can be fine-tuned to significantly improve the sensibleness and specificity of its responses.

AI21 Labs is a Tel Aviv-based company specialising in Natural Language Processing (NLP), which develops AI systems that can understand and generate natural language.

AI21 Labs is often mentioned by the big media outlets such as TechCrunch, The New York Times, The Times of Israel and VentureBeat as a rival to OpenAI GPT language model

AI21 has two customer-facing offerings:

* AI21 Studio - a web-based tool for creating new products and services that rely on AI21 services like Jurassic.

* Jurassic (version 2) - the AI21 LLM product built since 2019.

* Wordtune - an AI-based, NLP service for improving text.

History

AI21 Labs was founded in November 2017 by Yoav Shoham, Ori Goshen, and Amnon Shashua in Tel Aviv, Israel.[4][5]

In January 2019, the company raised $9.5 million from investors in a seed funding round.[6] On October 27, 2020, AI21 Labs launched its first product, Wordtune, an AI-based writing assistant that understands context and can suggest paraphrases and rewrites. Google named Wordtune one of its favorite extensions of 2021.

In August 2021, the company launched AI21 Studio. In the same month, Jurassic-1, a natural language processing system, was launched with a token vocabulary over 250,000.

In November 2021, Walden Catalyst announced an investment of $20 Million in AI21 Labs.[17][18] Later that month, AI21 Labs completed a $25 million series A round led by Pitango First.[19] In July 2022, the company raised $64 million in a series B funding round led by Ahren with the participation of prof. Amnon Shashua, Walden Catalyst, Pitango, TPY Capital, and Mark Leslie.

On January 17, 2023, AI21 Labs announced the launch of Wordtune Spices,[23] a generative AI tool that generates a range of text options to enhance sentences.