Category Archives: chatgpt

A Single “No AI” Button in offices and homes in the age of AI

This is so humane, no AI in the age of AI. We are five years away from an AI which is part of our daily lives, where our phones reacts and our watch guides. There is a need for a single button: the “No AI” button. This button would cause casdcading effect on all devicesContinue reading “A Single “No AI” Button in offices and homes in the age of AI”

Data Science as a Prompt. After Coding as a Prompt.

In this article, we see how data science as a prompt is performing, given that coding as a prompt has exceeded expectations. Coding with AI is reaching new pinnacles. Now, how would data science as a prompt look like? Data Science is the most sought-after career option! It’s highly paid and well sought after. DataContinue reading “Data Science as a Prompt. After Coding as a Prompt.”

SpaceX and xAI merger. What would happen to Grok now?

Is this the start of AI for stars, moons, and satellites, artificial or real? Would they find life beyond Earth? Would they find more on the origin of the universe? What are the aims that led to the merger of SpaceX and xAI, a more than trillion-dollar valuation? SpaceX, known for Elon Musk’s and stakeholders’Continue reading “SpaceX and xAI merger. What would happen to Grok now?”

Passport and ID Card of Named Robots- The full name and the Surname of Robots and AI models #future #futurist #ai

A robot’s identity card can display its name. This can be used to register the robots as authentic. If a robot from one country is imported into another, it should comply with the new country’s rules and regulations. We must have universal identification for robots in a country. Why do we need identity cards forContinue reading “Passport and ID Card of Named Robots- The full name and the Surname of Robots and AI models #future #futurist #ai”

Certifications for robots or models! Artificial Specialized Intelligence! Why one model fits all?

We live in an era where robotics is taking over many jobs, or, more simply, robotics automation is advancing rapidly. The rate is faster than any construction company could even imagine. What are we constructing? Manufacturing? Or producing? Robots? If so, what are the features of the robots? What kind of features would you wantContinue reading “Certifications for robots or models! Artificial Specialized Intelligence! Why one model fits all?”

We need constraints in Generative AI Models Now

Enough of unconstrained generative AI outputs. It often leads to wrong or harmful outputs. How to make LLM safe? Time for constraints in models. How can constraints help? — — No unintended outputs — — By controlling models, we control the right outputs — — The regularization of gen AI can be done by governmentsContinue reading “We need constraints in Generative AI Models Now”

Unconstrained LLMs, How Long? Safe, secure, and trusted constraint-based LLMs

Note: This is a duplicate copy of original fine with DOI:10.13140/RG.2.2.15511.02722. The pdf can be accessed at, (PDF) Unconstrained LLMs, How Long? Safe, secure, and trusted constraint-based LLMs Abstract: Most LLMs are unconstrained optimization problems (UMP). The problems of hallucinations and dangerous images and texts produced by LLMs persist. How can this problem be solved? WhyContinue reading “Unconstrained LLMs, How Long? Safe, secure, and trusted constraint-based LLMs”

Nested Learning: Part II

#ai #llm #deeplearning #ml Here is the video lecture, subscribe for updates, https://www.youtube.com/watch?v=qDwAm1f0JBY Some concerns, it catches the forgetting behavior of LLMs, the context once gone can be looked into nested memories and hence can be revised if nested parameters and memories are referenced. The pre training can’t be edited but the computation of temporaryContinue reading “Nested Learning: Part II”

Predicting the Insulin dose Intelligently for perusal by humans- Missing Part-Upload Meal Image for Calories!

#ai #health Note: This method may have some fuzziness assigned to it, but it’s still not foolproof and needs to be validated. Therefore, it’s not fully reliable. Always seek an opinion on your insulin dose before taking it, or stay within a safe dosage range. Some of the past works in this area use: ThereContinue reading “Predicting the Insulin dose Intelligently for perusal by humans- Missing Part-Upload Meal Image for Calories!”

RAG Engineering-based Query Specific Summarization

Here, I present the idea behind Query-Specific Summarization and RAG, and how it can be implemented. Use case. And how to test it. Retrieval Augmented Generation is very well used in organizations with their own data. Many organizations have their own data that they do not want to upload to generic servers where a genericContinue reading “RAG Engineering-based Query Specific Summarization”