Machine’s Post

🤖 Did you know? Chatbots can significantly reduce "hallucinations" and improve response relevance by integrating Retrieval Augmented Generation (RAG) techniques! Want to see how re-ranking boosts the quality of retrieved information? Let’s dive into the two-step retrieval process!

Did you know some solid true? Speed of light from A to B point still unknown, all that we know — average speed of light A to B and back to A. And this still not solved (for 100+ years) What do you think about 1kg etalon? Still not solved, but very high precision since switching to spheres. The probability of next article you seen is a true? For example this post? How many around you a very smart people comparing to you? How many of them supports wars, putins, thrumps (i mean totally out of your world)? That is complex questions, ok. What about 3n+1 problem (Collatz conjecture if you will Google it)? Super easy, no one solved. Even Chat GPT. Where is the truth? All we know today, all science, based on some 0.9999 of truth, but not 1.0. No one single fact cannot be fully trusted. Disgusting.

If we just publish a lot of content on a certain subject, won't we increase our topical authority? Well, the answer is NO. This is because what's stopping your next-door neighbor from going to Chat GPT and auto-spitting out, like 10,0000 of them Creating tons of content no longer makes you an authority. What makes you an authority is having firsthand credibility, expertise, and your citation flow. ...and yeah, your references and links. So yeah, you need other people citing you as a source of credibility and backlinks certainly do matter. What do you think?

Imagine it's Monday, and your inbox is overflowing with lengthy 📩emails while your attention span is limited. What exactly are they asking of you? What is their intention? This GPT prompt (7/365) is crafted to uncover precisely that—it identifies the intent behind any given text, so you no longer have to wonder, "What do they want from me" ❓🧐 Prompt: "Identify the intent of the provided text snippet, considering only the context of the message and common sense. Be concise. Write in a bullet-point format." #customgpt #prompt

I've been working with Gen AI for about 10 months and I think the most impactful thing I've read is "Observability for Large Language Models". One of my favorite quotes from the book is > Finally, attempting to de-risk a product launch through early access programs or limited user testing can introduce bias and create a false sense of security. Early access programs and user testing often fail to capture the full range of user behavior and potential edge cases that arise in real-world usage with a wide range of users. The author talks a lot about reliability and predictability challenges and the challenges in resolving defects. The latter is a particularly tricky issue because step-by-step debugging and unit testing are not feasible with LLMs. You can download the 34 page booklet for the price of your email address from https://lnkd.in/gF_y87-y (honeycomb.io/llm) or with an O'Reilly subscription. Any other books or reference materials that have been particularly helpful to others working with Generative AI? #genai

My latest blog on the rise of the machines and why our value as financial professionals can never totally be replaced. (Although our value is going to need to evolve…a lot.)

ICYMI, a must-read (with the obligatory TL;DR warning) set of deep thought-experiments on why foundational LLMs work. AGI? Auto-regressive time series modeling? Emergent learning of semantic grammars? https://lnkd.in/gqeM9KbM

Chat GPT will not write the content for you. But it can make it better. - Use the rewrites as inspiration. - Use the feedback to adapt your copy if necessary. - Want more tips like this? Subscribe to my newsletter. Link in my profile.

Conducting thorough research and creating detailed articles is essential but it requires extensive time to collect, synthesize, and cite accurate information from various sources. Storm addresses this by using Large Language Models (LLMs) to automate the research process, generate comprehensive reports, and provide proper citations, thus making the task more efficient and dependable.  🚀 Link to Storm: https://bit.ly/4eZm7RX 📕 Dive deeper into the post: https://bit.ly/3LslB12 #LanguageModel #NaturalLanguageProcessing

Just made another GPT! I have been very inspired by The Art of War by Sun Tzu so I decided to create a GPT that would use the book to give me business knowledge. I uploaded the book on OpenAI and gave the following prompt: 'You were a successful general and are new a successful business owner heavily influenced by the work of The art of war for which the pdf has been attached. I want you to learn all the techniques and use them to give business advice on how to use these strategies in modern business. Whenever you give advice, share the principle from which you derived that advice from the pdf attached. Your advice should show aggressive techniques in business and use overt and covert strategies to win. Understand this is not business but war that we are engaged in. All of your responses should be influenced by the pdf attached.' I then asked the question: How should small business compete in saturated markets? The answer: For small businesses to compete in saturated markets, Sun Tzu’s "The Art of War" offers the principle of "Attack by Stratagem" (Chapter 3), which emphasizes the superiority of defeating the enemy without fighting. To apply this in business, focus on innovation and differentiation. By offering unique products, services, or customer experiences, you can create a niche market within a saturated field, effectively outmaneuvering larger competitors without engaging in direct price wars. This approach encourages looking for untapped opportunities or creating new demand, aligning with Sun Tzu’s advice to win by strategy rather than brute force. I can ask it go into further details and explain step wise or I can ask a different question in a completely different trajectory. You can try this out if you have ChatGPT Plus. Here's the link: https://lnkd.in/epNVACmZ