Awesome List Updates on Nov 04, 2023

10 awesome lists updated today.

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1. Awesome Pentest

Collaboration Tools / Malware Analysis Books

• Hexway Hive - Commercial collaboration, data aggregation, and reporting framework for red teams with a limited free self-hostable option.

• Reconmap - Open-source collaboration platform for InfoSec professionals that streamlines the pentest process.

2. Awesome Django

Third-Party Packages / Users

• django-allauth-ui (⭐231) - Better looking templates for django-allauth.

Python Packages / Views

• python-socketio (⭐3.9k) - Python implementation of the Socket.IO_ realtime client and server. (create Socket.io Django server instance)

Projects / Boilerplate

• sidewinder (⭐189) - A Django starter kit that focuses on good defaults, developer experience, and deployment.

3. Awesome Naming

Programming Languages and Programming Language Theory

• Syntactic sugar - Syntax that makes the language "sweeter" for human use. Usually a shorthand for common operations that can also be expressed in a more verbose form.

4. Awesome Generative Deep Art

Generative AI history, timelines, maps, and definitions

• [2309.07930] Generative AI: discusses a model-, system-, and application-level view on generative AI.

Ethics, Philosophical questions and Discussions about Generative AI

• New Training Method Helps AI Generalize like People Do - Scientific American

• [2310.01405] Representation Engineering: A Top-Down Approach to AI Transparency: "an approach to enhancing the transparency of AI systems that draws on insights from cognitive neuroscience"

• Generative AI Resources for Berkeley Law Faculty & Staff - Berkeley Law

• Licensing is neither feasible nor effective for addressing AI risks

• Generative AI companies must publish transparency reports

• Does ChatGPT have a liberal bias?

• More human than human: measuring ChatGPT political bias | Public Choice

• The Age of AI has begun | Bill Gates

Critical Views about Generative AI

• AI in Education Group Meeting Notes - Google Docs

• Syllabi Policies for AI Generative Tools - Google Docs

• Five takeaways from UK’s AI safety summit at Bletchley Park | Artificial intelligence (AI) | The Guardian

• Frontier AI: capabilities and risks – discussion paper - GOV.UK

• AI Safety Summit Policy Updates | AISS 2023

Large Language Models (LLMs)

• cpacker/MemGPT (⭐11k): teaching LLMs memory management for unbounded context [demo page] [arxiv]

• [2307.10169] Challenges and Applications of Large Language Models: a systematic set of open problems and application successes of LLM area

• Related resources from around the web | OpenAI Cookbook: tools and papers for improving outputs from GPT

Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image

• Rerankers and Two-Stage Retrieval | Pinecone

• Retrieval Augmented Generation | Pinecone

LLM Evaluation / Multi-agents

• LLM Evaluation at Scale – Airtrain: no-code batch compute platform for LLM evaluation and tuning workloads

• How to evaluate a summarization task | OpenAI Cookbook

• openai/evals (⭐15k): Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

• Red teaming and model evaluations | Anthropic

• Challenges in evaluating AI systems | Anthropic

• Evaluating LLMs is a minefield: talk by Princeton professor Arvind Narayanan

AI Engineering / Multi-agents

• Marvin: AI engineering framework for building natural language interfaces

• Instructor: library for structured LLM extraction in Python

Multimodal Embedding Space / Deforum

• Microsoft KOSMOS-2: new capabilities of perceiving object descriptions (e.g., bounding boxes) and grounding text to the visual world [HF demo] [arxiv]

Interesting Twitter Accounts / Deforum

• Hassan El Mghari (@nutlope) / X: the creator of roomgpt

5. Awesome Selfhosted

Software / Software Development - API Management

• Psychic (⭐1.7k) - Universal API to connect large language models to dynamic data sources. GPL-3.0 Python

6. Awesome Typescript

Typescript Project Starters

• ts-vite-npm-template (⭐2) - An all-in-one solution for crafting TypeScript-based NPM packages with Vite, complete with built-in GitHub Pages live-demo deployment, automated test-and-build workflows, and Vite-powered unit test configuration, including coverage analysis and a README.md template for your package.

7. Web Development Resources

Remote Jobs:

• Website: https://workremote.cc/

Icons:

• Website: https://svgmix.com

8. Awesome Sysadmin

Software / Control Panels

• HestiaCP - Web server control panel (fork of VestaCP). (Demo, Source Code (⭐3.2k)) GPL-3.0 PHP/Shell/Other

9. Awesome Tmux

Plugins

• tmux-timetrap (⭐2) Keep your time tracked directly with TMUX (The plugin is just a wrapper for timetrap (⭐1.5k))

10. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• telepresence (⭐0) - Add the current Telepresence connection status and context to your ZSH prompt.

Themes / superconsole - Windows-only

• domixgit (⭐0) - Prompt with git status and current directory decorators.

• magpie (⭐0) - Minimalist theme with custom logic to display paths relative to the root of the current git. Includes decorators for time, current directory, username@hostname and git status.

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