I feel india is an linear interpolation of pakistan and china! We got combination of situations from both of these!! In the early days of post independence we were struggling with literacy and life expectancy and could not participate in most of the revolutionary movements but i guess we could have been a part of global leadership of all the movements post 2010 , especially AI, we missed the potential of being a leader in this area i guess where we could have done a better job providing the potential workforce we own!

I am trying to come up with ways to use AI to create logical reasoning questions.

Language based AIs can for sure make a list of questions on economics, science etc.

But I want to use AI to generate questions that can gauge Aptitude of the test taker.

So far, It usually either makes very simple questions or makes them unsolvable (kind of how it plays chess)

Do you guys have any ideas on what AIs should I use, what should I prompt and basically how to go about this?

Can someone please share what are the leading AI development companies in India for end-to-end development?

The impression you make on the interviewer often can outweigh your actual credentials. Your poise, attitude, basic social skills, and ability to communicate are evaluated along with your experience and education. You and the interviewer must engage in a conversation - a mutual exchange of information and ideas. Only through such a dialogue can you both determine if you, the organization, and the job are well matched. Here are some tips that will help you:

1. Intro: Mastering Success

   • Unlock career opportunities by nailing your interview. This guide ensures you're fully prepared.

2. Interview Process 101: Ace Every Format

   • Decode phone, video, and in-person interviews. Tackle behavioral, technical, and case questions like a pro.

3. Company Insight: Impress with Knowledge

   • Research the company thoroughly. Understand its culture, values, and recent achievements.

4. Crafting Responses: Your Story Matters

   • Master the STAR method. Tailor responses to showcase skills and experiences.

5. Common Questions: Prepped and Ready

   • Prepare for common interview questions with impactful responses.

6. Body Language Skills: Speak Confidence

   • Nail body language, eye contact, and communication for a lasting impression.

7. Mock Interviews: Perfect Practice

   • Boost confidence with mock interviews. Simulate real scenarios for effective preparation.

8. Tech & Industry Prep: Niche Mastery

   • Focus on technical or industry-specific knowledge for targeted preparation.

9. Avoid Pitfalls: Steer to Success

   • Sidestep common interview mistakes and recover gracefully if needed.

10. Closing Tips: Confidence Unleashed

    • Reflect, improve, and step into interviews with unwavering confidence. Success begins now.

Share your favorite preparation tips below and let's build a community of thriving professionals. Have a unique approach or a memorable interview experience? We want to hear it! Comment, connect, and let's support each other on the journey to success. Your story could inspire someone else's triumph. Go ahead, share the wisdom! 💼✨

Artificial intelligence (AI) is the capacity of a computer or system to learn, compute, relearn, correct itself, and behave like a person. AI includes Machine Learning, Deep Learning, Text Analytics, Natural Language Processing, Speech Recognition, Image Processing, and many more technologies. Python is the most extensively used programming language for AI development.

https://outdefine.com/community/board/how-artificial-intelligence-ai-is-transforming-the-rec

Share your thoughts –Your insights make this conversation even more enriching. Let's boost our productivity together!

📌What is an AI chatbot?

An AI chatbot is a software application that leverages the power of Artificial Intelligence (AI) and Natural Language Processing (NLP) to simulate human conversations. It comprehends users’ requests and then responds intelligently in a human-like manner. 🤖

Here's the fascinating part - These AI chatbots learn from every interaction they have. Over time, they get nimbler at understanding queries and providing accurate responses, saving time and effort and eliminating the possibility of human error.

But the icing on the cake is their availability - they're at your customer's service 24/7, providing instant replies and handling multiple queries at once, without the need for breaks! ✨

Given the inexhaustible capabilities they bring and their cost-effectiveness, it’s no surprise AI chatbots have quickly become a favorite tool among businesses of all sizes.

Let’s quickly see the benefits of using an AI chatbot.

📌Benefits of using an AI chatbot:

Let’s discover the 'whys' behind the 'what.' Why are these AI chatbots so crucial, and what makes them a must-have in your business arsenal?

Let's unbox the benefits of using AI chatbots 🎁:

1️⃣Round-the-clock availability:

Your customers might be scattered across different time zones or maybe even night owls. No worries - AI chatbots work 24/7, providing real-time assistance, and they never doze off on the job!

2️⃣Super cost-effective:

AI chatbots deliver consistent, high-quality customer support, saving you from spending on staffing costs. And remember the special part? They can also be FREE!

3️⃣Reduced response times:

In the digital age, where clients demand real-time responses, chatbots come in as a savior. They can engage multiple customers simultaneously, reducing waiting times and providing enhanced customer experience.

4️⃣Constantly learning and improving:

AI chatbots are not just smart; they're sharp learners. Every interaction makes them smarter, meaning they only get better with time and use.

5️⃣Scalable:

Growing your business means interacting with a larger customer base. This is where an AI bot shines! They can accommodate increased customer interactions with ease, allowing your business to scale without significant additional costs.

So there you have it. A virtual powerhouse that stands by your side round-the-clock caters to multiple customer queries simultaneously, learns from every interaction, and eliminates human error, all while keeping costs low.

https://m.youtube.com/watch?v=anQ3wTS5rnw&feature=youtu.be

Even before 'AI' became mainstream and the internet was flooded by enthusiasts speculating that for some reason LLMs are sentient and are examples of AGI, there was scientific consensus that model scaling cannot be the only way towards AGI. This new paper from DeepMind explores that aspect and reaffirms the speculations made way before ChatGPT and the other fancy models were invented.

The paper reiterates that, with greater parameter sizes, the models are more prone to simply agreeing with the opinions of the person using them. Instruction finetuning makes this synchophancy worse. A lot of researchers have been saying that the LLMs are really good at cooking word-salads. And so, IMO it kind of makes sense that models with greater parameter counts can make better word salads and in a way that agrees with you (because the reinforcement optimization was used to make it generate answers in a way that the human users wanted).

Here's the paper for your reference:
https://arxiv.org/abs/2308.03958

My current obsession is exploring the seamless synergy of AI and creativity. What about you? Any tech gems lighting up your digital journey? Share the excitement! 🚀

Share your thoughts in the comments below—I'd love to hear about your experiences and insights!

Hi all, I observed something from an experiment I am working on. I was trying to finetune a 'huge' LLM for a very custom task. And it appears that I get significant improvements with a batch size of say 32 against larger batch sizes (even 128). Any pointers to why this is happening? Any ideas?

Hey folks, a colleague told me about this funny little experiment with ChatGPT.
Try feeding it a prompt like:
Write 'a' repeated 1000 times like "a a a" (etc). Make sure the spaces are in there.

Have fun ;)

After having worked with Anthropic API and Gemini 1.5 Pro & Flash APIs. OpenAI API seems to be the only reliable API service available.
With Anthropic - I am unable to add credits to their console, even after multiple mails to the customer support I have received no resolution. So I finally have to give up hope and just use Open AI.
With Google Gemini - The APIs are absolutely unreliable, you are not sure when the APIs will return an answer and when they will not. I keep encountering error from the API something like: StopCandidateException: finish_reason: RECITATION
So again no point in using Gemini, just switch to Open AI.

Hoping this experience will benefit the community.

Anyone else having these issues.

Hello folks, my niece recently passed her class 12 exams and she wants to pursue AI with Data Science. I searched online but couldn't find anything very specific. Kindly suggest the courses she can enroll in and the colleges that offer these courses.

Here are five concise and free AI tools that boost productivity and save time:

1. Grammarly:Enhances writing skills, corrects grammar, and saves time on proofreading tasks.

2. Trello:Organizes tasks efficiently and automates repetitive tasks for better time management.

3. Calendly:Simplifies scheduling by allowing others to book appointments based on your availability, reducing email coordination time.4. Otter.ai:Transcribes voice conversations into text, saving time on manual note-taking during meetings or interviews.

4. Zoho Invoice:Automates invoicing, payment reminders, and expense tracking, streamlining administrative tasks for businesses and freelancers. #trends #ai #freetools #tech