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Source channel @githubtrending · Post #14845 · Jun 20

#jupyter_notebook#ai#artificial_intelligence#chatgpt#deep_learning#from_scratch#gpt#language_model#large_language_models#llm#machine_learning#python#pytorch#transformer You can learn how to build your own large language model (LLM) like GPT from scratch with clear, step-by-step guidance, including coding, training, and fine-tuning, all explained with examples and diagrams. This approach mirrors how big models like ChatGPT are made but is designed to run on a regular laptop without special hardware. You also get access to code for loading pretrained models and fine-tuning them for tasks like text classification or instruction following. This helps you deeply understand how LLMs work inside and lets you create your own functional AI assistant, gaining practical skills in AI development[1][2][3][4]. https://github.com/rasbt/LLMs-from-scratch

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AI & Law

@ai_and_law · Post #200 · 12/26/2023, 08:04 AM

FTC bans Rite Aid from using AI facial recognition in stores for 5 years Hello everybody! The US Federal Trade Commission (FTC) has barred American drugstore giant Rite Aid from utilizing AI facial recognition technology for surveillance purposes over the next five years. The FTC intervened as Rite Aid allegedly "failed to implement reasonable procedures" in deploying facial recognition across 200 stores over eight years. Rite Aid's facial recognition system, designed to identify past shoplifters, resulted in numerous false positives. Tens of thousands of individuals were included, often with low-quality images from various sources, leading to unwarranted confrontations and police interventions, disproportionately impacting people of color. Rite Aid is mandated to delete collected images, algorithms, and related products, notify consumers, enhance data security measures, and provide clear notices regarding any biometric surveillance technology in stores. Rite Aid, while agreeing to the FTC settlement, expressed fundamental disagreement with the facial recognition allegations. The company halted the technology's use three years prior to the FTC investigation and commits to fortifying information security practices. #AILaw#PrivacyRights#FacialRecognition#FTC#RiteAid#LegalTech