Artificial Intelligence #260
Andriy Burkov
PhD in AI, ML at TalentNeuron, author of ?? The Hundred-Page Language Models Book and ?? The Hundred-Page Machine Learning Book
Hey, in this issue: DeepSeek R1 and R1-Zero explained; AI and Machine Learning: A historical perspective; AI haters build tarpits to trap and trick AI scrapers that ignore robots.txt; how evaluates AI models and LLMs; how to align open LLMs with DPO & and synthetic data; state of open video generation models in Diffusers; and more.
The sponsor of this issue is Spice AI.
Spice.ai OSS is ready for production. It’s a single-node data and AI inference engine written in Rust and built on Apache DataFusion, Arrow, and DuckDB. It unifies SQL query, retrieval, and AI into one runtime for data-grounded apps across on-prem, cloud, and edge. Apache 2.0. Read the announcement.
More than 850,000 subscribers are reading this newsletter. If you are building an AI or a data product or service, you can become a sponsor of one of the future newsletter issues and get your business featured in the newsletter. Feel free to reach out to [email protected] for more details on sponsorships.
Enjoy the newsletter? Please help us make it bigger and better by sharing it with colleagues and friends.
Gerente IT | Project Manager | Desarrollo Software | Arq. Nube | Consultor TI | Infraestructura TI | ITILV3 | Microservicios | Saas SEO | Análisis de datos | Inteligencia ArtIficial | Arq. Empresarial | Análisis de Datos
3 周Spice.ai OSS: A portable data, AI, and retrieval engine, impressive .. like Deepseek Models too
Project Manager Automation ?? Saudi Airlines FLIGHT OPERATI
4 周It's an interesting question! Both DeepSeek and ChatGPT have their strengths and unique features.? **DeepSeek** is known for its **cost-effectiveness** and **open-source nature**, making it accessible and customizable for developers. It excels in **technical and analytical tasks**, providing precise and data-driven responses.? **ChatGPT**, on the other hand, is praised for its **versatility** and **user-friendly interface**. It's great for general conversations, creative writing, and a wide range of tasks.? Ultimately, the choice depends on your specific needs. If you need detailed, data-driven insights, DeepSeek might be the better option. For a more versatile and conversational experience, ChatGPT could be the way to go. Do you have a particular use case in mind?