Chat GPT 1/2
Chat GPT
ChatGPT, a generative AI tool developed by OpenAI, has accumulated more than 100m users within 2 months after its launch – faster than the most viral consumer apps such as Uber, Spotify, Instagram or even TikTok. More importantly, many users are actually hooked – using ChatGPT for a variety of personal and professional use cases. This report provides a comprehensive overview of the generative AI landscape, key concepts behind models like GPT its potential impact on various industries, and finally, the impact on organisations and individuals.
| Top ChatGPT Keywords | Use these word prompts to get the results you need. |
|---|---|
| Write: Letters/Resumes/Greetings | Brainstorm: Request ideas of suggestions |
| Define: State precisely the meaning | Code: Writes and debugs codes |
| Suggest: Movies/TV Series/Music | Facts: Your knowledge assistant |
| Explain: Topic / concept clarification | Analyse: Can analyse data or statistics |
| Translate: Real-time and high-quality | Create: Poems/Blogs/Songs/Stories |
| List: List items related to a topic | Summarise: Brief summary of subject |
💡 How Chat GPT works?
Since OpenAI hasn't provided all the details, some parts of the diagram may be inaccurate.
1. Training. To train a ChatGPT model, there are two stages:
- Pre-training: In this stage, we train a GPT model (decoder-only transformer) on a large chunk of internet data. The objective is to train a model that can predict future words given a sentence in a way that is grammatically correct and semantically meaningful similar to the internet data. After the pre-training stage, the model can complete given sentences, but it is not capable of responding to questions.
- Fine-tuning: This stage is a 3-step process that turns the pre-trained model into a question-answering ChatGPT model:
- Collect training data (questions and answers), and fine-tune the pre-trained model on this data. The model takes a question as input and learns to generate an answer similar to the training data.
- Collect more data (question, several answers) and train a reward model to rank these answers from most relevant to least relevant.
- Use reinforcement learning (PPO optimization) to fine-tune the model so the model's answers are more accurate.
2. Answer a prompt
- 🔹Step 1: The user enters the full question, “Explain how a classification algorithm works”.
- 🔹Step 2: The question is sent to a content moderation component. This component ensures that the question does not violate safety guidelines and filters inappropriate questions.
- 🔹Steps 3-4: If the input passes content moderation, it is sent to the chatGPT model. If the input doesn’t pass content moderation, it goes straight to template response generation.
- 🔹Step 5-6: Once the model generates the response, it is sent to a content moderation component again. This ensures the generated response is safe, harmless, unbiased, etc…
- 🔹Step 7: If the input passes content moderation, it is shown to the user. If the input doesn’t pass content moderation, it goes to template response generation and shows a template answer to the user.
💡 ChatGPT vs the biggest competitors
ChatGPT (GPT 3.5): 175B Parameters
Bard (Google LaMDA): 137B Parameters
Baidu Ernie: 260B Parameters
LG Exaone: 300B Parameters
Nvidia Megatron: 530B Parameters
Google PaLM: 540B Parameters
💡 Ultimate Alternatives of ChatGPT
| For Writing 1. ChatSonic 2. ChatABC 3. Jasper AI 4. Quillbot | For Coding 1. CoPilot 2. Tabnine 3. MutableAI 4. Safurai 5. 10Web | For Research 1. PaperPal 2. Perplexity 3. YouChat 4. Elicit |
| For Twitter 1. Tweetmonk 2. Tribescaler 3. Postwise 4. Tweetlify | Productivity 1. Synthesia 2. Otter 3. Bardeen 4. Copy AI | Content Creation 1. Writesonic 2. Tome 3. Copysmith 4. TextBlaze |
| For Images 1. StockImg 2. Midjourney 3. NightCafe 4. Photosinic | For Videos 1. Steve 4I 2. Pictory 3. DeepBrain 4. Lumen5 | For AI Audio 1. Murf AI 2. Speechify 3. Lovo AI 4. Media AI |
| For Music 1. Boomy AI 2. Soundraw 3. Beatoven 4. Soundful | Presentations 1. Beautiful AI 2. Simplified 3. slidesgo 4. Sendsteps | Resume Builder 1. KickResume 2. Rezi AI 3. Resume AI 4. Enhance CV |
The #GPT4 Mafia 😁: Mira, Sam, Greg, Ilya
Recommended Books by Sam Altman
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· Rating: Goodreads Rating: 4.2
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· Book: Blitzscaling: The Lightning-Fast Path to Building Massively Valuable Companies
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· Rating: Goodreads Rating: 4.0
· Description: Discover the secret to scaling massively valuable companies with the award-winning Masters of Scale podcast host's book. Learn the techniques of "blitzscaling" for growing at a breakneck pace and achieving the goal of going from one to one billion - as quickly as possible. Explore the necessary shifts and unique challenges that arise at each stage of a company's life cycle, from business model design to hiring and managing. Whether your business has ten employees or ten thousand, Blitzscaling is the essential playbook for winning in a world where speed is the only competitive advantage that matters.
· Book: Pandaemonium: The Coming of the Machine As Seen by Contemporary Observers, 1660-1886
· Date Humphrey Jennings - Jan 01, 1995 (first published in 1985)
· Rating: Goodreads Rating: 4.1
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· Book: The Transit of Venus
· Date Shirley Hazzard - Oct 05, 1995 (first published in 1980)
· Rating: Goodreads Rating: 4.0
· Description: Experience the enthralling tale of Caroline and Grace Bell, two orphan sisters embarking on a journey from Australia to England. The Transit of Venus weaves a captivating story of seduction, betrayal, love, and widowhood, set across different cities and decades. With motifs of planets and destinies, this book delves into the absurdities and displacements of modern life, all while exploring the complexities of humanity.
· Book: Medieval Technology and Social Change
· Date Lynn White - Dec 31, 1966 (first published in 1962)
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· Description: Discover how technological advancements transformed medieval European societies with this insightful book. Lynn White explores the impact of machines and tools on feudalism, introducing factories and a new way of life. Learn about the development of the manorial system, new plows, and crop rotation methods. White highlights the stirrup's significance, which brought long-range cavalry to battles and escalated small-scale conflicts to "shock combat." Discover more inventions such as cannons, flamethrowers, watermills, and reapers, which changed the course of history. Explore a time of significant social change in this fascinating read.
· Book: Superintelligence: Paths, Dangers, Strategies
· Date Nick Bostrom - Sep 03, 2014
· Rating: Goodreads Rating: 3.9
· Description: "Superintelligence" explores the possible future where machines surpass human intelligence and asks whether they will save or destroy us. Nick Bostrom lays out the foundation for understanding the fate of humanity and the implications of creating a powerful superintelligence beyond our control. As we hold the power to make the first move, can we engineer a controlled detonation? This profoundly ambitious and original book breaks down difficult intellectual terrain and offers a reconceptualization of the essential task of our time.
· Book: Hateship, Friendship, Courtship, Loveship, Marriage
· Date Alice Munro - Oct 08, 2002 (first published in 2001)
· Rating: Goodreads Rating: 4.0
· Description: This collection of stories by Alice Munro explores the complexities of human relationships in all stages of life, from loveships to marriages. With richly detailed narratives, Munro creates characters that mirror the contradictions and thorns in our own lives. Through unexpected twists and turns, readers witness tough-minded housekeepers, brassy aunts, and incorrigible philanderers respond in unexpected ways to life's challenges. Munro's writing is both observant and deeply humane, showcasing her powerful abilities as a storyteller.
· Book: Meditations
· Date Marcus Aurelius - Apr 27, 2006 (first published in 180)
· Rating: Goodreads Rating: 4.3
· Description: Explore the wisdom of a great Stoic philosopher with this pocket-sized classic. Part of the Macmillan Collector's Library, this beautifully-crafted edition features personal reflections by Marcus Aurelius on how to live virtuously in an unpredictable world. Translated by A. S. L. Farquharson and with an introduction by John Sellars, this book showcases the clarity of writing and uprightness that made Aurelius one of Stoicism's finest advocates. Discover his aphorisms on keeping a calm and rational mind even in the face of life's vicissitudes.
· Book: How I Raised Myself from Failure to Success in Selling
· Date Frank Bettger - Apr 09, 1992 (first published in 1947)
· Rating: Goodreads Rating: 4.3
· Description: Learn the secrets to success in selling with this classic business book endorsed by Dale Carnegie. Discover how author Frank Bettger went from being a failed insurance salesman to one of America's highest paid salesmen. Inside, you'll find foolproof principles, instructive anecdotes, and step-by-step guidelines on how to develop the style, spirit, and presence of a winning salesperson. Perfect for anyone whose job involves selling, no matter the product or service. Discover the power of enthusiasm, conquer fear, turn skeptical clients into enthusiastic buyers, win confidence, and learn the golden rules for closing a sale.
🆕 Chat GPT gallery
Chat GPT 2/2
