The hottest Papers Substack posts right now

And their main takeaways
Category
Top Technology Topics
By Reason Alone 50 implied HN points 26 Mar 26
  1. Transformer and GPT breakthroughs have reshaped how people build language models and sparked lively debates about agents, AGI timelines, and whether markets expect transformative AI. Economists and researchers still disagree about when AI will be transformative and what that would do to interest rates and the wider economy.
  2. Classic free-market arguments remain influential but often skip important institutional and empirical details, so policies like tax changes or minimum wages can have very different effects depending on context. Careful evidence and nuanced models are needed rather than broad claims.
  3. This month’s curation mixes culture, research, and community: podcasts, albums, papers, grants, and meetups all feed into conversations about science policy and funding. In Ireland there’s a clear push toward building research capacity and a metascience unit to improve how science is funded and evaluated.
AI Supremacy 1022 implied HN points 06 Jan 24
  1. The post discusses the most impactful Generative AI papers of 2023 from various institutions like Meta, Stanford, and Microsoft.
  2. The selection criteria for these papers includes both objective metrics like citations and GitHub stars, as well as subjective influence across different areas.
  3. The year 2023 saw significant advancements in Generative AI research, with papers covering topics like large language models, multimodal capabilities, and fine-tuning methods.
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Deep Learning Weekly 117 implied HN points 24 Jan 24
  1. DeepMind introduces AlphaGeometry, an AI system solving complex geometry problems at Olympiad level.
  2. ElevenLabs, an AI voice startup, raises $80 million in funding, reaching a valuation of $1.1 billion.
  3. Theory suggests that large language models like LLMs are more than just 'stochastic parrots.'
Deep Learning Weekly 216 implied HN points 12 Jul 23
  1. Deep Learning Weekly Issue #309 covers topics like Code Interpreter on ChatGPT Plus and ML system design with 200 case studies.
  2. Industry innovations include AI-generated chart captions and Nvidia's AI approach to carbon capture.
  3. Learning section highlights topics like Tiny Audio Diffusion and Swin Transformer for object recognition.
By Reason Alone 25 implied HN points 24 Jan 24
  1. Reading links posts can provide insights into what influences someone at a specific time.
  2. Compiling lists of books, blogs, podcasts, and music can help you reflect on your media consumption and discover new recommendations.
  3. Exploring a variety of media like books, blogs, podcasts, and music can give you a diverse range of perspectives and entertainment.
By Reason Alone 21 implied HN points 21 Feb 24
  1. The post includes media recommendations like blogs, podcasts, music, films, books, and papers that the author enjoyed in February.
  2. There are interesting reading recommendations from various domains and genres suggested by the author, including philosophy, music, documentaries, and movies.
  3. The author provides a personal touch by sharing thoughts on the media consumed, such as novels, music albums, podcasts, and academic papers.