Prompt is a one time call to the LLM. You can use RAG with prompts but that does not get better and repeat itself for improvements. And most of us have to reprompt. Something that improve the regular reprompting? Can we set a loop programitacially or via another prompt (yes a big set of instructionsContinue reading “Loops versus Prompts (Eg. Natural Calamaties)”
Category Archives: nlp
This week with key AI. Weekly Summary.
In case you missed out individual updates on my social media. Here’s this week’s update. Chinese Alibaba Qwen3.8-Max Google Gemini Robotics ER 2: Making robots human-like. Gemini Robotics ER 2 (The Gemini Embodied Reasoning (ER) model) — It’s an intelligence layer- not a robot. It has demonstrated its performance on the robots mentioned below. ItContinue reading “This week with key AI. Weekly Summary.”
This week with AI and Tech
AI is a race now; let’s see who is running where this week. Meta Meta Muse Glimmer is a 30-billion-parameter model that doesn’t require as much computing power. Muse Glimmer has been evaluated on multiple standard datasets. It now a open-weight model, meaning the neural network weights will be available for anyone to use. ThisContinue reading “This week with AI and Tech”
AI Credit Cards — Part II (Future is here- AI Credit Cards- Needed or Not Needed!)
#ai #future #money Future is here- AI Credit Cards- Needed or Not Needed! Watch the video below. Subscribe AI featured cards or AI Enabled Cards AI features such as voice, text, and video can help users access insights into their financial data. These can include suggestions or recommendations for what to buy or where toContinue reading “AI Credit Cards — Part II (Future is here- AI Credit Cards- Needed or Not Needed!)”
Water and Electricity Supply Rationalized by AI Automation- A Note
#futurist #future Abstract: Daily transactions on electricity and water software’s can be fed into an AI model, along with log books of complaints that are handled by employees in these departments. Once the software is shared with gen AI, AI can provide its insight, along with other details from grid, power supplies of kinds, andContinue reading “Water and Electricity Supply Rationalized by AI Automation- A Note”
Anthropic Fable 5/Mythos 5
Fable 5/Mythos 5 are out now! How does it do? Do you like it? What’s good and what’s not is here! Not everyone is praising it, especially when it downgrades to Opus 4.8 in between the promptings and the use of user prompts. Read more details here. — Mythos 5 has also been released, butContinue reading “Anthropic Fable 5/Mythos 5”
Making Archetypal Analysis Practical
The paper is by Christian Bauckhage and Christian Thurau Summary: Archetypes are a convex combination of data, and data points are a convex combination of archetypes. Archetypal Analysis (AA) can be applied to various computer science and real-world applications. Some applications include clustering, dimensionality reduction, and text summarization. However, AA suffers a setback when computationalContinue reading “Making Archetypal Analysis Practical”
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”
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”
Can humans replace Robots in jobs?
DOI: 10.13140/RG.2.2.11258.56008 Note: This is a duplicate copy. The original is on authors webpage. Abstract – In today’s world, there are many robotic endeavours, some focused on intelligence and others on personal robotics. Let’s call the intelligent robot with an AI brain an AI robot, while other robots are calledContinue reading “Can humans replace Robots in jobs? “
Artificial Intelligence and Future 