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#curation

Show HN: HN Hall of Fame – browse 3,100 legendary Hacker News links

Hacker News Top · yesterday Cached

A web tool that curates over 3,100 historically popular Hacker News links, categorized by a hall of fame induction system based on submission frequency and breakout events.

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#curation

Quality non-fiction books are the antithesis of AI slop

Hacker News Top · 2d ago Cached

A personal essay reflecting on the value of curated, high-quality non-fiction books as a counterpoint to low-quality AI-generated content, lamenting the decline of traditional library browsing and the rise of AI slop.

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#curation

SkillCorpus: Consolidating and Evaluating the Open Skill Ecosystem for Real-World LLM Agents

arXiv cs.CL · 4d ago Cached

SkillCorpus presents a framework to consolidate, curate, and evaluate the open skill ecosystem for LLM agents, demonstrating consistent performance gains across multiple benchmarks through retrieval-augmented skill integration.

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#curation

@omarsar0: Sharing my new skill! It keeps track of high-signal X accounts for top AI news, papers, projects, etc. Total gamechange…

X AI KOLs Following · 5d ago Cached

A new skill/plugin that uses X MCP to let AI agents track high-signal X accounts and generate a local HTML feed of top AI news, papers, and projects.

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#curation

@omarsar0: NEW favorite artifact. I read this every morning to catch up on AI news from high-signal X accounts. It's an HTML artif…

X AI KOLs Following · 6d ago Cached

A researcher shares a daily automation that curates AI news from high-signal X accounts into an HTML artifact using X MCP tools and research agents.

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#curation

30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format

Hacker News Top · 2026-07-07

A website that presents 30 essential machine learning papers curated by Ilya Sutskever in a beginner-friendly format.

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#curation

@omarsar0: LLM Wikis are being slept on. I argue that creating knowledge bases with LLMs or coding agents is one of the most valua…

X AI KOLs Following · 2026-07-02 Cached

The author advocates for LLM Wikis as a valuable application of AI, showcasing their PaperWiki project that uses agents to automatically curate and maintain a knowledge base of research papers, improving signal-to-noise ratio and enabling cutting-edge research.

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#curation

REAP: Automatic Curation of Coding Agent Benchmarks from Interactive Production Usage [R]

Reddit r/MachineLearning · 2026-07-01 Cached

REAP is an automated pipeline that curates production-derived benchmarks for coding agents from real developer-agent sessions, using LLM-based classification and stability checks to ensure reliable evaluation without manual labeling.

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#curation

@grgerwcwetwet: Lately, many people have been tinkering with Claude Skills. But the biggest problem isn't how to use them—it's not knowing where to find good Skills. Browsing through GitHub one by one wastes time, and many projects are no longer maintained. Recently, I found a Skills store project that aggregates GitHub...

X AI KOLs Timeline · 2026-06-25 Cached

Introduces the anbeime/skill project, which automatically collects and categorizes Claude Skills from GitHub, offering 243 official and local skill packages, with automatic updates every 24 hours.

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#curation

@BetaTomorrow: Title: A Bitter Lesson for Data Filtering Authors : Christopher Mohri , John Duchi, Tatsunori Hashimoto (@tatsu_hashimo…

X AI KOLs Following · 2026-06-12 Cached

This paper argues that for large enough models, unfiltered data can improve generalization by providing weak perturbations, contrary to the common assumption that only high-quality filtered data is beneficial. The authors caution that harmful conditional shifts can still damage models, but over-curation may remove useful perturbations.

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#curation

@ResourceHunt9: I really don’t understand why people are still only watching the few common AI tools. In 2026, the truly emerging AI tools, many come from neither the US nor China. Lighter, more niche, but incredibly powerful. I've curated 11 AI tools from non-US/China countries that are going viral. Save this — most people haven’t noticed yet:

X AI KOLs Following · 2026-06-12 Cached

A curated list of 11 emerging AI tools from countries outside the US and China, expected to gain traction in 2026. The tools are described as lighter, more niche, but powerful.

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#curation

One feed for AI news, blogs, papers, repos, tools, and events — built it, and now questioning whether learning is the bigger problem

Reddit r/ArtificialInteligence · 2026-06-08

AgenticBrew is a new AI news aggregator that pulls from hundreds of sources and clusters related stories. The creator is now exploring a personalized learning path feature to help users improve their AI skills based on role and literacy level, and is seeking community input.

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#curation

@dair_ai: The Top AI Papers of the Week (May 31 - June 7) - LEAP - AutoLab - Learn From Your Own Latents - Reusable Context Engin…

X AI KOLs Following · 2026-06-07 Cached

Weekly summary of notable AI research papers from May 31 to June 7, including LEAP, AutoLab, and scaling laws for agent harnesses.

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#curation

@hongming731: https://x.com/hongming731/status/2062762641194700822

X AI KOLs Timeline · 2026-06-05 Cached

BestBlogs has compiled 375 WeChat Official Account RSS feeds that are still being updated, covering multiple fields such as artificial intelligence, software programming, and business technology. It also provides an OPML file for import into RSS readers, aiming to help users independently select information sources and combine them with AI for filtering.

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#curation

Deliberative Curation: A Protocol for Multi-Agent Knowledge Bases

arXiv cs.AI · 2026-06-02 Cached

This paper introduces a deliberative curation protocol for multi-agent knowledge bases, addressing governance gaps such as agent statelessness and sycophancy. It evaluates the protocol via simulation, showing improved resilience under adversarial conditions.

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#curation

Beyond Agreement: Scoring Panel-Surfaced Biomedical Entity Candidates for Curator Triage

arXiv cs.CL · 2026-06-01 Cached

This paper introduces BioConCal, a supervised scorer that uses inference-time panel and candidate features to rank biomedical entity candidates surfaced by LLM panels, significantly improving over raw agreement for curator triage.

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#curation

@dkare1009: You install Claude Code and stop there. Here are 24 things (actually) worth adding: If you're totally new to Claude Cod…

X AI KOLs Timeline · 2026-05-24 Cached

A LinkedIn post compiles 24 plugins, skills, and MCP servers to enhance Claude Code for developers, including tools like gstack, superpowers, and various integrations.

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#curation

@dickiebush: This week, I spent 8 hours reading 50+ articles about AI. And I learned more in 1 day than most will in an entire year.…

X AI KOLs Timeline · 2026-05-15 Cached

A Twitter thread recommending 8 key articles about AI that the author claims provided more learning in one day than most would get in a year.

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#curation

MusicMinutes

Product Hunt · 2026-05-05

MusicMinutes is a platform designed to connect independent music artists with Spotify curators.

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