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@seclink: graph engineer vs loop engineer: not a replacement, but nesting. Loop is the smallest Graph (a single-node self-loop); inside every working node in a Graph, it's still running its own Loop. "Loop Engineering is dead…"

X AI KOLs Following · 5d ago Cached

This article discusses the relationship between Graph Engineers and Loop Engineers, emphasizing that a Loop is the smallest Graph, and references research from 'Nature Machine Intelligence' to analyze the applicable scenarios of multi-agent systems.

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What this week's research says about the number that decides your agent's next step

Reddit r/AI_Agents · 2026-08-19

The article summarizes recent AI research on scoring mechanisms for agents, discussing safety score limitations, tool routing optimizations, and challenges with reward signals during training.

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@dair_ai: The Top AI Papers of the Week (August 3 - 9): - Rehearse - Zero-Mem - DataSpace - Harness-R1 - Model or Harness - Promp…

X AI KOLs Following · 2026-08-09 Cached

A curated roundup of the top AI papers from August 3-9, featuring works such as Rehearse, Zero-Mem, DataSpace, Harness-R1, and Prompt-Induced Waste.

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Google’s NotebookLM can sum up your research in a TikTok-style clip

The Verge · 2026-06-30 Cached

Google's NotebookLM now allows Pro and Ultra subscribers to generate 60-second TikTok-style AI video summaries of their uploaded research notes, with free user support coming soon.

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Understanding the capabilities, limitations, and societal impact of large language models

OpenAI Blog · 2021-02-04 Cached

A comprehensive discussion summary from OpenAI and Stanford researchers examining GPT-3's technical capabilities, limitations, and broader societal implications across multiple disciplines including computer science, linguistics, philosophy, and policy.

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