Foundations

Research Papers Explained

The latest AI papers broken down — attention, RLHF, diffusion, MoE and more

16,787
lessons
Skills in this topic
View full skill map →
Reading ML Papers
beginner
Navigate Intro/Method/Experiments/Conclusion sections efficiently
Paper Reproduction
intermediate
Re-implement a published architecture from the paper
Research Methods
advanced
Design ablation studies
Videos 15,390 Reads 1,397
All Reads (1,397) Articles (460)Blog Posts (114)Tutorials (20)Research Papers (795)News (8)
Level: All Beginner Intermediate Advanced
Recommended Newest Popular Oldest
Research Publications, Patents & Innovation Output at Quantum University
Medium · Machine Learning 📄 Research Papers Explained ⚡ AI Lesson 5d ago
Research Publications, Patents & Innovation Output at Quantum University
Academic reputation isn’t built on classroom teaching alone — it’s shaped just as much by the research output a university produces… Continue reading on Medium
View lesson → + Playlist
Medium · Data Science 📄 Research Papers Explained 2w ago
A Dare, a Preprint, and a Xeon From 2011
By G.W. Brown Continue reading on Medium »
Read article → + Playlist
Papers Explained 591: Generalized Knowledge Distillation
Medium · Data Science 📄 Research Papers Explained 2w ago
Papers Explained 591: Generalized Knowledge Distillation
Knowledge distillation compresses a teacher model by training a smaller student model, but traditional KD struggles with distribution… Continue reading on Mediu
Read article → + Playlist
Norges Bank Flagged This t-Statistic in 2012. On the Same Data It Runs From 0.92 to 13.67.
Medium · Data Science 📄 Research Papers Explained 2w ago
Norges Bank Flagged This t-Statistic in 2012. On the Same Data It Runs From 0.92 to 13.67.
Every number below comes from one regression run on one public dataset: the log dividend price ratio against the next ten years of US… Continue reading on Mediu
Read article → + Playlist
What T5 Teaches Us About Turning NLP Into Text-to-Text
Medium · Deep Learning 📄 Research Papers Explained 2w ago
What T5 Teaches Us About Turning NLP Into Text-to-Text
Series position: 003 of 225 · Roadmap entry: T5 Evidence status: researched from the official T5 paper and Google Research repository… Continue reading on Mediu
Read article → + Playlist
What T5 Teaches Us About Turning NLP Into Text-to-Text
Medium · NLP 📄 Research Papers Explained 2w ago
What T5 Teaches Us About Turning NLP Into Text-to-Text
Series position: 003 of 225 · Roadmap entry: T5 Evidence status: researched from the official T5 paper and Google Research repository… Continue reading on Mediu
Read article → + Playlist
How to Read a Research Paper Without Getting Lost
Medium · Data Science 📄 Research Papers Explained ⚡ AI Lesson 3w ago
How to Read a Research Paper Without Getting Lost
For every Data Scientist who opened a paper, read the abstract, and immediately closed the tab  Continue reading on Medium »
View lesson → + Playlist
Integrated Signal Control and Electronic Hydrodynamics in Monolayer Graphene
Medium · Data Science 📄 Research Papers Explained 3w ago
Integrated Signal Control and Electronic Hydrodynamics in Monolayer Graphene
Continue reading on Medium »
Read article → + Playlist
Papers Explained 588: LLM-as-a-Verifier
Medium · Data Science 📄 Research Papers Explained 3w ago
Papers Explained 588: LLM-as-a-Verifier
LLM-as-a-Verifier is a general-purpose verification framework that provides fine grained feedback for agentic tasks without requiring… Continue reading on Mediu
Read article → + Playlist
OpenAI 2026: GPT-5.6, Deep Research Agents & AI Workflows Explained
Medium · ChatGPT 📄 Research Papers Explained 3w ago
OpenAI 2026: GPT-5.6, Deep Research Agents & AI Workflows Explained
Continue reading on Medium »
Read article → + Playlist
FACTOR INFLUENCING LENGTH OF STAY AMONG PATIENTS IN HOSPITAL.
Medium · Data Science 📄 Research Papers Explained 3w ago
FACTOR INFLUENCING LENGTH OF STAY AMONG PATIENTS IN HOSPITAL.
Abstract Continue reading on Medium »
Read article → + Playlist
The Citation Shelf Life Crisis: Why 40% of Citations Die Within 3 Months
Medium · LLM 📄 Research Papers Explained ⚡ AI Lesson 3w ago
The Citation Shelf Life Crisis: Why 40% of Citations Die Within 3 Months
Your citations are disappearing. And most people don’t even know it’s happening. Continue reading on Medium »
View lesson → + Playlist
Reddit r/deeplearning 📄 Research Papers Explained 4w ago
Kimi K3 Research Paper is out!
submitted by /u/okayboooooooomer [link] [comments]
Read article → + Playlist
Attention Is All You Need
Medium · LLM 📄 Research Papers Explained 1mo ago
Attention Is All You Need
This paper is something a CS student must have been told to read at some point in their life. This research paper from 2017 authored by… Continue reading on Med
Read article → + Playlist
All World Cup 2026 matches predicted before the tournament. Final accuracy: 64%
Medium · Data Science 📄 Research Papers Explained 1mo ago
All World Cup 2026 matches predicted before the tournament. Final accuracy: 64%
What a Poisson model got right, what it missed badly, and what no model can ever capture. Continue reading on Medium »
Read article → + Playlist
I Made the Same Dataset Talk Five Different Ways
Medium · Data Science 📄 Research Papers Explained 1mo ago
I Made the Same Dataset Talk Five Different Ways
Introduction Continue reading on Medium »
Read article → + Playlist
Photon Propagation By Resonance of Conjugate Vacuum Waves , Speculative Concept (WUCC & BVP)
Medium · Data Science 📄 Research Papers Explained 1mo ago
Photon Propagation By Resonance of Conjugate Vacuum Waves , Speculative Concept (WUCC & BVP)
Abstract Continue reading on Medium »
Read article → + Playlist
Democratizing the Null Hypothesis: The Imperative of the Open Negative Results Registry in Modern…
Medium · Data Science 📄 Research Papers Explained 1mo ago
Democratizing the Null Hypothesis: The Imperative of the Open Negative Results Registry in Modern…
Abstract Continue reading on Medium »
Read article → + Playlist
Introduction to Conformal Prediction
Medium · Data Science 📄 Research Papers Explained 1mo ago
Introduction to Conformal Prediction
From Intuition to a Numerical Example Continue reading on Medium »
Read article → + Playlist
Medium · Data Science 📄 Research Papers Explained 1mo ago
A Clinical Review of Beetroot Capsules: Efficacy, Dosage, and Mechanism
Clinical research suggests that daily supplementation with beetroot powder may support healthy circulation, nitric oxide production, and… Continue reading on Me
Read article → + Playlist
How to Deposit Bitcoin into IG Group Easily — Crypto to Fiat Conversion Explained
Medium · Machine Learning 📄 Research Papers Explained 1mo ago
How to Deposit Bitcoin into IG Group Easily — Crypto to Fiat Conversion Explained
In this analytical review, we’ll take a step-by-step look at how to pay for various goods and services through the BTCDetect.com web… Continue reading on Medium
Read article → + Playlist
Baryon Oscillation Spectroscopic Survey (BOSS)
Medium · Data Science 📄 Research Papers Explained 1mo ago
Baryon Oscillation Spectroscopic Survey (BOSS)
2026 May Publish Continue reading on Medium »
Read article → + Playlist
Benchmarking ML Methods for Cell-Type Classification in scRNA-Seq
Medium · Data Science 📄 Research Papers Explained 1mo ago
Benchmarking ML Methods for Cell-Type Classification in scRNA-Seq
A controlled comparison of ten classifiers on peripheral blood mononuclear cells, with emphasis on class imbalance and rare cell-type… Continue reading on Mediu
Read article → + Playlist
A controlled study of how noisy human annotations degrade a text classifier
Medium · Data Science 📄 Research Papers Explained 1mo ago
A controlled study of how noisy human annotations degrade a text classifier
Continue reading on Medium »
Read article → + Playlist
Recursive Knowledge Calibration Systems
Medium · Data Science 📄 Research Papers Explained 1mo ago
Recursive Knowledge Calibration Systems
Continue reading on Medium »
Read article → + Playlist
When Time Is Built From Entropy: A Research Analysis and Essay
Medium · Data Science 📄 Research Papers Explained 1mo ago
When Time Is Built From Entropy: A Research Analysis and Essay
By R.T. Stone & G.W. Brown Continue reading on Medium »
Read article → + Playlist
How to Write a Literature Review That Actually Argues Something
Medium · Machine Learning 📄 Research Papers Explained ⚡ AI Lesson 1mo ago
How to Write a Literature Review That Actually Argues Something
Most students treat a literature review as a reading list with commentary. It is not. It is an argument. Here is how to write one. Continue reading on Artificia
View lesson → + Playlist
Medium · Machine Learning 📄 Research Papers Explained 1mo ago
VIDRAFT Launches Free AI Architectural Design Service “Building” in Open Research Preview
Continue reading on Medium »
Read article → + Playlist
Medium · Deep Learning 📄 Research Papers Explained ⚡ AI Lesson 1mo ago
The Art of Reading Research Papers
The Art of Reading Research Papers Continue reading on Medium »
View lesson → + Playlist
KGaka-Pharma-1: A Medical Knowledge Graph for Drug–Disease Reasoning
Medium · Data Science 📄 Research Papers Explained 1mo ago
KGaka-Pharma-1: A Medical Knowledge Graph for Drug–Disease Reasoning
Introduction Continue reading on Medium »
Read article → + Playlist
Phase-Conjugate (Golden-Silver Ratio) Wave Dynamics and the Zero-Point Reset: A Formalization of…
Medium · Data Science 📄 Research Papers Explained 1mo ago
Phase-Conjugate (Golden-Silver Ratio) Wave Dynamics and the Zero-Point Reset: A Formalization of…
Prasanth Retnakaran Saraswathy Continue reading on Medium »
Read article → + Playlist
Medium · Deep Learning 📄 Research Papers Explained ⚡ AI Lesson 1mo ago
I Built a Research Assistant Because I Was Tired of Juggling Ten Tabs — Meet ResearchEngine
If you’ve ever tried to genuinely understand a research paper — not just skim the abstract, but actually grasp the methodology, question… Continue reading on Me
View lesson → + Playlist
JEPA : Self Supervised Learning
Medium · Machine Learning 📄 Research Papers Explained 1mo ago
JEPA : Self Supervised Learning
Research Paper Continue reading on Medium »
Read article → + Playlist
JEPA : Self Supervised Learning
Medium · Deep Learning 📄 Research Papers Explained 1mo ago
JEPA : Self Supervised Learning
Research Paper Continue reading on Medium »
Read article → + Playlist
A Spatio-Temporal Knowledge Graph Framework for Resolving Entity Duplication and Hierarchy Drift in…
Medium · Data Science 📄 Research Papers Explained 1mo ago
A Spatio-Temporal Knowledge Graph Framework for Resolving Entity Duplication and Hierarchy Drift in…
Executive Summary Continue reading on Medium »
Read article → + Playlist
Medium · Data Science 📄 Research Papers Explained 1mo ago
Modeling College Basketball Impact: Introducing Collegiate Adjusted Regularized Contribution
LUMA Paper №2 Continue reading on Medium »
Read article → + Playlist
CS-NRRM™ Official Publications: Paper 1 and Paper 2 Are Now Available
Medium · Data Science 📄 Research Papers Explained ⚡ AI Lesson 1mo ago
CS-NRRM™ Official Publications: Paper 1 and Paper 2 Are Now Available
Two Official Publications Documenting a 12-Year Longitudinal Human Observation Archive Continue reading on Medium »
View lesson → + Playlist
Computational Provenance and Adversarial Reproducibility in AI-Driven Scientific Research
Medium · Data Science 📄 Research Papers Explained 1mo ago
Computational Provenance and Adversarial Reproducibility in AI-Driven Scientific Research
How Claude Science Signals a New Paradigm of Scientific Trust Continue reading on Medium »
Read article → + Playlist
Medium · Data Science 📄 Research Papers Explained 1mo ago
Why the Compressed Memory Manifold and Intelligent Intelligence Class II Are a Computational…
Continue reading on Medium »
Read article → + Playlist
Reddit r/deeplearning 📄 Research Papers Explained 1mo ago
Native Expert Pruning for MoE Models on Apple Silicon from Konic Research
submitted by /u/egesabanci [link] [comments]
Read article → + Playlist
Reddit r/deeplearning 📄 Research Papers Explained 1mo ago
Native Expert Pruning for MoE Models on Apple Silicon from Konic Research
submitted by /u/egesabanci [link] [comments]
Read article → + Playlist
Reddit r/singularity 📄 Research Papers Explained ⚡ AI Lesson 1mo ago
Another research paper on Atomically Precise Manufacturing (Drexlerian Nanotechnology)
https://arxiv.org/abs/2606.13876 Enabled by inverted-mode scanning tunneling microscopy (IM-STM) and the use of functionalized molecular tools, we demonstrate p
View lesson → + Playlist
We Made Speech Sound Better — and the AI Understood It Worse
Medium · Data Science 📄 Research Papers Explained 1mo ago
We Made Speech Sound Better — and the AI Understood It Worse
Tejaswa Gupta and Sarthak Paranjpe · IASNLP 2026 Continue reading on Medium »
Read article → + Playlist
The Neglect Loop: How Data Exclusion Justifies Its Own Repetition
Medium · Data Science 📄 Research Papers Explained 1mo ago
The Neglect Loop: How Data Exclusion Justifies Its Own Repetition
The Neglect Loop Framework Continue reading on Medium »
Read article → + Playlist
Review of ‘Advancements in Self-Evolving Memory for LLM Agents’ by Dr. Syed Muntasir Mamun
Medium · LLM 📄 Research Papers Explained 1mo ago
Review of ‘Advancements in Self-Evolving Memory for LLM Agents’ by Dr. Syed Muntasir Mamun
Reviewed by: Md. Ismail Imran, Independent Researcher Continue reading on Medium »
Read article → + Playlist
AIMO3: What AI Math Olympiad Taught Me about LLMs Reasoning at Scale — Part 2
Medium · Data Science 📄 Research Papers Explained 2mo ago
AIMO3: What AI Math Olympiad Taught Me about LLMs Reasoning at Scale — Part 2
The Big-Picture View of the Parallel Self-Consistency Approach. Continue reading on Towards AI »
Read article → + Playlist
Nemotron-3-Super-120B-A12B (hybrid Mamba+MoE) holds perfect needle retrieval to 504K tokens on 4×3090
Reddit r/LocalLLaMA 📄 Research Papers Explained 2mo ago
Nemotron-3-Super-120B-A12B (hybrid Mamba+MoE) holds perfect needle retrieval to 504K tokens on 4×3090
<td
Read article → + Playlist
What Is Synathra Lab?
Medium · Data Science 📄 Research Papers Explained 2mo ago
What Is Synathra Lab?
From Football Event Chains to Explainable Risk Models Continue reading on Medium »
Read article → + Playlist