Infosec Zone

Sklearn cheatsheet for ML, DL, and AI enthusiasts. https://github.com/thegeekyb0y/sklearn-cheat/

1.LLMs, RAG and building them from Scratch: https://lnkd.in/gsSCgP_4 2. Reinforcement Learning: https://lnkd.in/gtV_tCPV 3.Computer Vision and Robotics: https://lnkd.in/gWhiaJDe 4. Programming and Brief about ADAS https://lnkd.in/giQf7Sdq 5. Composite channel of Programming, Al, Mathematics with lot of colloborators https://lnkd.in/gKbWuy-j 6. Mathematics for ML: https://lnkd.in/gVnrYFtj 7.Stable Diffusion, RL and LLM's https://lnkd.in/gM8SCcW2 8.Statistics and Mathematics of ML: https://lnkd.in/gHFm9mdT 9.Python: https://lnkd.in/g9dKxGa5 10. R and some useful ML models from scratch in R: https://lnkd.in/gKpiEnEX

My "Learn Python" repo needs a refresh! It isnt updated since a year I'm looking for contributors to add new Python resources or help remove outdated ones. Your contributions can make a big difference for the community! Check it out & contribute: https://github.com/thegeekyb0y/learnpython

Apple just published a new paper unveiling MM1, a new family of multimodal AI models — with the largest at 30B parameters. https://www.marktechpost.com/2024/03/16/apple-announces-mm1-a-family-of-multimodal-llms-up-to-30b-parameters-that-are-sota-in-pre-training-metrics-and-perform-competitively-after-fine-tuning/

Mind blowing stuff by Claude 3, even it's basic version is somehow close to GPT-4 🔥 And Claude 3 OPUS is surpassing everyone in all criterias 🔥😀

Every LLM has a personality GPT-4 is like a lazy reticent teenager refusing to answer questions, requiring a lot of pushing to write code and do things Claude 3 is like an eager and thoughtful adult with a bias for action Gemini is a holier-than-thou wokist that strives too hard to be politically correct - Source Twitter

Tensorflow 2.16 is here : https://goo.gle/3TyyA6p

BREAKING: The European Parliament has just APPROVED the AI Act. What everyone should know: ➵ The AI Act follows a risk-based approach. Some AI systems are banned, such as those involving: - Cognitive behavioral manipulation of people or specific vulnerable groups; - Social scoring: classifying people based on behavior, socioeconomic status, or personal characteristics; - Biometric identification and categorization of people; - Real-time and remote biometric identification systems, such as facial recognition. Some AI systems fall in the "high-risk" category, such as those involving: - Critical infrastructures (e.g. transport) that could put the life and health of citizens at risk; - Educational or vocational training that may determine the access to education and professional course of someone’s life (e.g. scoring of exams); - Safety components of products (e.g. AI application in robot-assisted surgery); - Employment, management of workers, and access to self-employment (e.g. CV-sorting software for recruitment procedures); - Essential private and public services (e.g. credit scoring denying citizens opportunity to obtain a loan); law enforcement that may interfere with people’s fundamental rights (e.g. evaluation of the reliability of evidence); - Migration, asylum, and border control management (e.g. automated examination of visa applications); - Administration of justice and democratic processes (e.g. AI solutions to search for court rulings). ➵ High-risk AI systems will be assessed before being put on the market and also throughout their lifecycle. People will have the right to file complaints about AI systems to designated national authorities. ➵ Generative AI, like ChatGPT, will not be classified as high-risk but will have to comply with transparency requirements and EU copyright law. Some of the obligations are: - Disclosing that the content was generated by AI; - Designing the model to prevent it from generating illegal content; - Publishing summaries of copyrighted data used for training. The AI Act is expected to officially become law by May or June, and its provisions will start taking effect in stages: - 6 months later: countries will be required to ban prohibited AI systems; - 1 year later: rules for general-purpose AI systems will start applying; - 2 years later: the whole AI Act will be enforceable. ➵ Fines for non-compliance can be up to 35 million Euros or 7% of worldwide annual turnover.