# Apr 23, 2024

- **Ex-Amazon exec claims she was asked to ignore copyright law in race to AI**  
  **Dr. Viviane Ghaderi filed a lawsuit against Amazon**, alleging she was demoted and dismissed after her pregnancy leave, claiming discrimination and urging her to ignore copyright laws in AI research.

- **Phi-3 Technical Report**  
  **Phi-3-mini**, a **3.8 billion parameter language model**, achieves competitive performance on benchmarks like **MMLU (69%)** and **MT-bench (8.38)**, rivaling larger models while being efficient enough for **phone deployment**.

- **Dify, a visual workflow to build/test LLM applications**  
  **Dify** is an **open-source LLM app development platform** that integrates AI workflow, RAG pipeline, agent capabilities, and model management, facilitating the transition from prototype to production.

- **Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone**  
  **Phi-3-mini**, a **3.8 billion parameter language model**, achieves competitive performance with larger models like **GPT-3.5**, scoring **69% on MMLU** and **8.38 on MT-bench**, and is optimized to run on mobile devices. [Read more](http://arxiv.org/abs/2404.14219v1)

- **Why isn't GNN in high demand in industry?**  
  **Graph Neural Networks (GNNs) are not widely sought after in industry roles** due to their computational demands and the complexity of preprocessing data into graph formats.

- **Parquet-WASM: Rust-based WebAssembly bindings to read and write Parquet data**  
  **`parquet-wasm` offers WebAssembly bindings** for converting between Apache Parquet and Apache Arrow formats, leveraging Rust's `parquet` and `arrow` crates, designed to work with JavaScript Arrow implementations.

- **Espressif Acquires Majority Stake in M5Stack**  
  **Espressif Systems acquires a majority stake in M5Stack**, aiming to **enhance the AIoT ecosystem** by integrating M5Stack's modular, open-source platform with Espressif's technology.

- **FPGA Architecture for Deep Learning: Survey and Future Directions**  
  **FPGAs offer a unique blend of reprogrammability and hardware execution**, making them ideal for accelerating deep learning (DL) inference with the ability to customize processing pipelines for lower latency and higher energy efficiency.

- **When will computer hardware match the human brain? (1998)**  
  **Hans Moravec predicts that by the 2020s, affordable machines will possess the hardware capacity to match human intellectual performance**, based on the extrapolation of past trends in computing power and the development of AI technologies.

- **Modal is a matrioshka language based on pattern-matching to rewrite trees**  
  **Modal is a matrioshka language designed for rewriting trees through pattern-matching**, utilizing substitution rules that transform a given tree until no rules apply.

- **How to Deploy LLaMA 3 Into Production, and Hardware Requirements**  
  Deploying **LLaMA 3** on an **AWS EC2 instance** involves distinct requirements for the 8B and 70B versions, with a comprehensive tutorial available at [nlpcloud](https://nlpcloud.com/how-to-install-and-deploy-llama-3-into-production.html?utm_source=reddit&utm_campaign=fqwerty13-6816-81ed-a26450242ac140019).

- **Generative A.I. arrives in the gene editing world of CRISPR**  
  **Generative A.I. technology**, developed by Profluent, **creates blueprints for gene editors** like OpenCRISPR-1, capable of editing human DNA, marking a significant leap in the precision and speed of battling illnesses.

- **Survey Study on AI Agent Architectures (2024)**  
  This **survey paper** highlights **recent advancements in AI agent implementations**, focusing on **enhanced reasoning, planning, and tool execution capabilities** to achieve complex goals.

- **LLMs and the Harry Potter problem**  
  **Large language models (LLMs) struggle with tasks requiring in-context recall and counting in large documents**, as demonstrated by their performance on a test involving counting the word "wizard" in a chapter of Harry Potter, with accuracy rates significantly varying across models.

- **It's Hyperobjects All the Way Down**  
  Timothy Morton introduces the concept of **hyperobjects** to describe phenomena too vast for human comprehension, such as climate change and pandemics, challenging our conventional understanding of reality.