Ten from the weekend 04/16: A few interesting reads that I came across:

Focus areas: Blockchain| ML-AI| Data science/Analytics applications |eSports| CRISPR| Design thinking

1. 2023 State of Crypto Report: https://a16zcrypto.com/content/article/state-of-crypto-report-2023/

2. Monolith: The Recommendation System Behind TikTok: https://gantry.io/blog/papers-to-know-20230110/ || paper from an earlier post: https://arxiv.org/pdf/2209.07663.pdf

3. Web LLM: https://mlc.ai/web-llm/ || https://simonwillison.net/2023/Apr/16/web-llm/

4. DeepSpeed Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales: https://github.com/microsoft/DeepSpeed/tree/master/blogs/deepspeed-chat

5. Building LLM applications for production: https://huyenchip.com/2023/04/11/llm-engineering.html

6. Amazon Titan: Foundation models: https://www.wsj.com/articles/amazon-joins-microsoft-google-in-ai-race-spurred-by-chatgpt-d7c34738 || https://aws.amazon.com/bedrock/titan/

7. Midjourney AI Guide: https://enchanting-trader-463.notion.site/Midjourney-AI-Guide-41eca43809dd4d8fa676e648436fc29c

8. Sparks of Artificial General Intelligence: Early experiments with GPT-4: https://arxiv.org/abs/2303.12712

9. Free Dolly: https://www.databricks.com/blog/2023/04/12/dolly-first-open-commercially-viable-instruction-tuned-llm || download the tuning instruction dataset.

10. An Interview with Adobe Chief Strategy Officer Scott Belsky: https://stratechery.com/2023/an-interview-with-adobe-chief-strategy-officer-scott-belsky/