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From Text Summarization to Knowledge Graphs: Google NotebookLM New Features Will Reshape Academic and Deep Reading Workflows

Google is secretly testing a "Literature Review" matrix tool in NotebookLM, marking a shift from prose reports to structured multidimensional tables. This feature enables one-click mapping of large-scale literature, automatically generating a comparative grid covering themes, arguments, and methodologies, optimized for academic research and complex long-text analysis.....

12.7k 1 hours ago

From Text Summarization to Knowledge Graphs: Google NotebookLM New Features Will Reshape Academic and Deep Reading Workflows

Research Tool! This Open-Source Tool Makes Writing Papers Easy and Efficient

The open-source project 'academic-research-skills' (ARS) integrates Claude Code to assist researchers from topic selection to submission, featuring 4 skill modules for literature review and paper writing. It has gained 6.4k stars on GitHub, boosting research efficiency.....

13.1k 4 days ago

Microsoft Launches Critique Feature to Enable Collaboration Between GPT and Claude in Research

Microsoft has launched the Critique feature for Microsoft 365 Copilot, marking the first integration of GPT and Claude working together. GPT is responsible for generating the initial research draft, while Claude takes on the role of a reviewer, rigorously checking the accuracy and completeness of the content, achieving collaborative processing of complex academic tasks by multiple models.

12.4k 19 hours ago

Microsoft Launches Critique Feature to Enable Collaboration Between GPT and Claude in Research

Beijing Programmers Stay Up All Night to Debug: Apple's Paper Exposed with 30% Benchmark Data Errors, ICLR Submission Undergoes Urgent Correction

Apple's vision reasoning paper submitted to ICLR 2025 claimed to surpass GPT-5, but was exposed by researchers who replicated the study, revealing serious issues: the official code lacked an image input module, and after fixing it, the accuracy dropped sharply;抽查 found that 30% of the annotated data had errors. The author team hastily closed issue reports on GitHub before finally admitting flaws in the data generation process. This incident exposed flaws in the paper review mechanism and raised concerns in the academic community about the reproducibility of AI research. (140 characters)

14.9k 23 hours ago

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200

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200

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200

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200

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200

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200

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131

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128

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AI News

From Text Summarization to Knowledge Graphs: Google NotebookLM New Features Will Reshape Academic and Deep Reading Workflows

Research Tool! This Open-Source Tool Makes Writing Papers Easy and Efficient

Microsoft Launches Critique Feature to Enable Collaboration Between GPT and Claude in Research

Beijing Programmers Stay Up All Night to Debug: Apple's Paper Exposed with 30% Benchmark Data Errors, ICLR Submission Undergoes Urgent Correction

Models

o3-mini

Claude 3 Opus

Gemini 2.5 Flash-Lite

wan2.5-i2i-preview

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wan2.5-i2v-preview

wan2.5-t2i-preview

wan2.5-t2v-preview

Claude Opus 4.1

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Qwen3-0.6B

Gemma 3n E2B Instructed LiteRT (Preview)

Gemma 3n E4B Instructed LiteRT Preview

Gemini 2.5 Pro Preview 06-05

Claude Sonnet 4

Claude 3.7 Sonnet

ERNIE X1.1 Preview

Claude 3 Haiku

kimi-thinking-preview

o1-mini

DeepReviewer 7B