Tagged articles

research productivity

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Machine Learning Algorithms & Natural Language Processing

Sep 20, 2026 · Industry Insights

ICLR 2027 Registrations Hit 60K, Exceeding All Prior Years Combined

ICLR 2027 abstract registrations surpassed 60,000 — more than the 55,972 total submissions from 2013–2026 — straining peer review as AI accelerates paper production and generates reviews, prompting new submission limits and calls for 'slow science.'

AI-generated contentICLR 2027academic publishing

0 likes · 8 min read

ICLR 2027 Registrations Hit 60K, Exceeding All Prior Years Combined

Network Intelligence Research Center (NIRC)

Apr 16, 2026 · R&D Management

Why Research Success Depends on Managing Attention, Not Talent

The article argues that sustained, high‑quality attention, breaking large research tasks into small actionable steps, diligent record‑keeping, and steady incremental progress are far more critical to advancing graduate‑level research than raw talent or occasional inspiration.

attention managementincremental progressnote-taking

0 likes · 3 min read

Why Research Success Depends on Managing Attention, Not Talent

Machine Heart

Apr 9, 2026 · Artificial Intelligence

AutoSOTA Finds 105 New SOTA Models in One Week, Restoring AI Research’s Creative Core

AutoSOTA, a Tsinghua‑Beijing Zhongguancun Institute project, automates end‑to‑end AI research using a multi‑agent framework, toolkit, and skill set, enabling it to discover 105 significantly improved SOTA models in a week—over 60% with novel architectures and ~10% average performance gains—freeing scientists from repetitive optimization.

AI automationAutoSOTASOTA discovery

0 likes · 6 min read

AutoSOTA Finds 105 New SOTA Models in One Week, Restoring AI Research’s Creative Core