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Regulating AI – How and When

Ability of AI compared to Machines

Feature selection— I

Python Code for AI Exercise: Assigning Sentiment Assignments for unknown words with Large Language Models

Causality using LLM: Paper Review

AI powered Tailor made courses

• 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? — —Continue 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 LLMsContinue reading “Unconstrained LLMs, How Long? Safe, secure, and trusted constraint-based LLMs”
• Is Scientific Research with AI Possible? Correct? Is it Valuable? Your inputs and AI Intrigue: Case study: Model for Fuzzy Rough Set-based TW — SVM
  Greetings, New year time, let’s see where AI has reached. AI claims a lot, but now, let’s see if AI can generate a research model in tandem with a humanContinue reading “Is Scientific Research with AI Possible? Correct? Is it Valuable? Your inputs and AI Intrigue: Case study: Model for Fuzzy Rough Set-based TW — SVM”
• Robots and Life in the coming times. Robots dancing to numbers in China…Why should we be behind?
  Chinese robots have nothing more to do, so they are dancing on dance floors? Or do they have a special dance with the singers they are dancing with? Or doContinue reading “Robots and Life in the coming times. Robots dancing to numbers in China…Why should we be behind?”
• Merry Christmas there
  #christmas #hope #joy Greetings, Merry Christmas there! How are you doing? It’s a festival of love. Let’s shower love in your own life. Start with yourself, love yourself, protect yourself.Continue reading “Merry Christmas there”
• Memory Learning, Model Titans (Behrouz et al, 2024)
  “Titans: Learning to memorize at test time. arXiv preprint arXiv:2501.00663” This paper (Behrouz et al, 2024) [1] aims to build a memory learning model that is efficient, uses less memory, and learns andContinue reading “Memory Learning, Model Titans (Behrouz et al, 2024)”