Guide contents
NotebookLM + Perplexity for work, study and income
What is NotebookLM and Perplexity
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Related Ecosystem Resources
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AntiGravity + NotebookLM: Research & Knowledge Synthesis Workflow
NotebookLM is a research tool from Google. He knows how to work with a large number of sources, extract the key from them, generate structured materials: briefings, study guides, infographics, audio and video reviews.
NotebookLM: Maximum Productivity
A detailed guide on our favorite tool from the Google ecosystem. How to collect quality sources, use Telegram for research, and get the best results.
NotebookLM and Audio Overview (Podcast from Summaries)
A free research tool from Google based on Gemini models. It strictly adheres to uploaded sources (no hallucinations) and can transform dull reports into engaging conversational audio podcasts.
LangChain Framework
The most popular open-source framework (available in Python and TypeScript) for building applications based on large language models. It provides hundreds of ready-made modules to integrate LLMs with documents, vector databases, API tools, and memory (Chains).
MIT researchers show LLMs can read and edit neural network weights without training
MIT CSAIL researchers introduced Weight-Space Programming, where an LLM directly reads and modifies model weights; Astra improved Qwen3.5-0.8B math scores without gradient descent or fine-tuning.
Claude Code cuts background subagent status update costs by 99%
In the CLI version of Claude Code, status updates for background subagents now use Haiku 5.5 based on short notes, reducing limit consumption.