Category Archives: data science

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 and predicts more. Neural learning is the basis of memory-based learning. Forgetting is important too, and too much forgetting can lose essential data about the input.Continue reading “Memory Learning, Model Titans (Behrouz et al, 2024)”

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”

OpenAI to acquire model training firm Neptune

It also acquired Statsig, Software Applications Incorporated, and Jony Ive’s AI devices startup in the past months. What Neptune does! What is special about Neptune? OpenAI uses Neptune already. With a record of 30,000 projects tracked, Neptune is trusted by 60,000 researchers and 1500 commercial teams. It started in 2017 with Deepsense.ai, and came outContinue reading “OpenAI to acquire model training firm Neptune”

AI-Generated Virus to Kill Bacteria — Not Ethical?

Note: This article is to raise awareness of safety of playing/making/production with virus, be it be virus vaccine development. Trained on EVO, a bio version of ChatGPT, no not by OpenAI, trained on all living species, was run to find the virus on 2 million bacteriophage viruses. [2] Evo 2, trained on trillions of DNAContinue reading “AI-Generated Virus to Kill Bacteria — Not Ethical?”

Why just Maternal Instincts in AI? Why not a perfect spouse instinct? A sister/brother instinct?

Note: This article no way says to replace the real relationship, it’s just about providing instincts and rule books in AI. #future #futurist #ai #robotics The godfather of AI, the great Geoffrey Hinton, suggests instilling maternal instincts in AI and chatbots. That is too good to follow, but there are things we can’t ask aContinue reading “Why just Maternal Instincts in AI? Why not a perfect spouse instinct? A sister/brother instinct?”

Claim your AI, your forefathers’, ancestor’s work..Salaries of AI, Robots,…

#future #futurist #visionary #ai #robotics Ever thought about what automation of so many jobs would lead to? — Would automation of jobs lead to unemployment? — If so, who is replacing employees? Robots? Right? Are they humanoid robots or mechanical robots? — How were robots and AI trained, our fathers and forefathers’ work, scripts, writings,Continue reading “Claim your AI, your forefathers’, ancestor’s work..Salaries of AI, Robots,…”

Citizens’ Welfare AI Software Apps. Not all AI is GenAI.

In this article, we present the welfare of citizens with an AI app. Not all AI is generative AI, which can be prone to hallucinations. It’s like the government knows you and cares for you every day with this app. Gen AI can make errors as of now, but not statistical AI-based apps, which areContinue reading “Citizens’ Welfare AI Software Apps. Not all AI is GenAI.”

Reincarnation of Robots and Machines

Many machines these days come with machine learning capabilities. In the future, many machines will include a learning phase; for example, a washing machine may automatically adjust to the preferences of the user. A radio may tune in to the listener’s preferred channel based solely on voice recognition technology. Just like a mobile phone todayContinue reading “Reincarnation of Robots and Machines”

How AI can help find More on Light or Spirit in Human bodies?

Is the following link, just existence of light in human bodies? https://www.linkedin.com/posts/lanson-burrows-jones-jr-49161651_biophotons-ultraweakphotonemission-quantumbiology-activity-7329561078395215873-RGq7/?utm_source=share&utm_medium=member_ios&rcm=ACoAADOQI0cBmAWw09CT1Yw5bqqn53xiQFajTAM No, can it be proof that spirits exist in human bodies? Note till now science denies presence os spirits but our scriptures say we are spiritual beings. What is the difference in color among different bodies? If they are the same, what parameterContinue reading “How AI can help find More on Light or Spirit in Human bodies?”