Mar 25, 2024

• Your salary is determined mainly by geography, not your skill level (conclusions from the salary model built with 24k samples and 300 questions)
  A salary model built from nearly 24,000 responses in the 2022 Kaggle Machine Learning & Data Science Survey reveals that geography significantly outweighs skill level, experience, or industry in determining salaries for data professionals. Source

• Sora: First Impressions
  Sora, a tool introduced by OpenAI, is revolutionizing the creative process for visual artists, filmmakers, and designers by enabling the creation of new and surreal ideas previously deemed impossible.

• New algorithm unlocks high-resolution insights for computer vision
  FeatUp, developed by MIT CSAIL, enhances computer vision by upgrading the resolution of deep networks, enabling them to capture both high- and low-level scene details simultaneously, akin to providing Lasik for computer vision systems.

• “Emergent” abilities in LLMs actually develop gradually and predictably – study
  Large language models (LLMs) like GPT-3 and LAMDA develop unexpected skills gradually and predictably, not suddenly as previously thought, when measured with more nuanced metrics.

• Pyenv – lets you easily switch between multiple versions of Python
  pyenv offers a seamless way to manage multiple Python versions on a per-user or per-project basis, without depending on Python itself or requiring shell integration.

• PSChess – A chess engine in PostScript
  PSChess is a chess engine written in PostScript, designed to explore the potential of executing arbitrary code on printers and implementing complex logic within the PostScript language. GitHub Repo

• ML interviews can be improved by focusing on candidate experience
  ML interviews can be improved by focusing on candidate experience, ensuring they are less exhaustive and more reflective of real-world tasks.

• Is GPT-4 a Good Data Analyst?
  GPT-4 demonstrates comparable performance to human data analysts in end-to-end data analysis across various domains, as revealed by systematic comparative studies.

• Tracecat – Open-source security alert automation / SOAR alternative
  Tracecat is an open-source automation platform aimed at security teams, offering a Tines / Splunk SOAR alternative with a focus on enterprise-grade tools, AI infrastructure, and a practitioner-obsessed UI/UX.

• OpenAPI AutoSpec is a server proxy that automatically generates OpenAPI 3.0 specifications for local websites or applications by capturing and documenting network requests in real-time.

• Aleksa Godric's guide on securing a job at DeepMind remains a topic of interest, especially for individuals applying deep learning in startups and aiming for roles at prestigious AI firms like DeepMind or Anthropic.

• Variational Autoencoders (VAEs) are perceived to be losing ground to Diffusion models, despite the latter being a specialized form of VAE.

• Introducing Tamil Mistral: Opening Up New Language Possibilities with LLM Pretraining
  Tamil Mistral has been updated to better handle the tokenization of Tamil words, particularly 'uyir ezuthukal', by expanding its vocabulary from 32k to 50k and increasing the embedding size, leveraging a 25GB Tamil text corpus for pre-training.

• Livebook serves as a versatile tool in the Elixir ecosystem, enhancing workflows from learning to production with its notebook-style interface and support for reproducible, shareable, and extensible Elixir workflows.

• Microsoft's acquisition strategy mirrors its OpenAI approach with the takeover of Inflection AI, signaling a broader trend of Big Tech's aggressive expansion in the AI sector.