Wednesday, February 26, 2025

AI, Gen AI bookmarks

Gen AI Core concepts, research


https://magazine.sebastianraschka.com/p/understanding-reasoning-llms - Very good source of information

Custom LLM: https://towardsdatascience.com/6-common-llm-customization-strategies-briefly-explained/

Why GenAI dev maybe hard: https://search.app/3AciJmpn7E3Q5x9u5


Dario Amodei : CEO of Anthropic and also co-founder of Open AI https://darioamodei.com/on-deepseek-and-export-controls

https://www.livemint.com/technology/tech-news/anthropics-claude-goes-ahead-of-chatgpt-and-deepseek-gets-first-ever-hybrid-reasonig-model-claude-3-7-sonnet-11740447508831.html

https://www.marktechpost.com/2025/02/15/deepseek-ai-introduces-codei-o-a-novel-approach-that-transforms-code-based-reasoning-patterns-into-natural-language-formats-to-enhance-llms-reasoning-capabilities/

https://towardsdatascience.com/building-deterministic-genai-chatbots-in-regulated-industries-ddab581cdc80



Gen AI Security: 

Darkmind: https://techxplore.com/news/2025-02-darkmind-backdoor-leverages-capabilities-llms.html




Why AI:

Investor / VC : https://www.rkg.blog/ai-or-die.php

Google CEO: https://blog.google/technology/ai/sundar-pichai-ai-action-summit/#whygoogleai



GenAI Tutorials, Learning, Concepts

5 Prompts: https://www.kdnuggets.com/5-llm-prompting-techniques-every-developer-should-know

MLOps : https://www.kdnuggets.com/7-mlops-projects-beginners

Voice Activated RAG: https://www.kdnuggets.com/creating-useful-voice-activated-fully-local-rag-system

Build an AI Agent in 30 mins: https://dev.to/copilotkit/agents-101-how-to-build-your-first-ai-agent-in-30-minutes-1042

LLM Engineer Roadmap : https://search.app/2NZS2Ra6qNYoaydD7

Top 10 AI tools: https://search.app/7vKnSZU2iCyAT3yN7



Applications of GenAI:

Software Testing Tool using LLM : https://www.infoq.com/news/2025/02/meta-ach-tool/

Data Generation using LLM : https://towardsdatascience.com/synthetic-data-generation-with-llms/

https://www.marktechpost.com/2025/01/08/the-prompt-alchemist-automated-llm-tailored-prompt-optimization-for-test-case-generation/



Product Manager Role using AI: https://www.news.aakashg.com/p/how-to-become-and-succeed-as-an-ai

Service Delivery using AI: https://www.nngroup.com/articles/service-design-evolve-ai-agents/



Misc

CI : https://search.app/EyZSda3uB5u6u23h8

WebHook CI CD : https://dev.to/techlabma/github-webhook-cicd-step-by-step-guide-1j6g

Testing Pyramid: https://search.app/huJA4sQJwybDcToL8

Dockers: https://www.infoworld.com/article/2257241/why-you-should-use-docker-and-containers.html