Guide contents
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.
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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 + Perplexity for work, study and income
What is NotebookLM and Perplexity
Agent Skills & Custom Workflows
An architectural pattern for dynamically loading specialized procedural instructions, scripts, and templates (SKILL.md) into an agent's context window on demand (On-Demand Loading).
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.
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.
MIT researchers show GPT-6 Astra can improve other AI models by editing their weights
In an experiment, Astra raised Qwen3.5-0.8B's accuracy on MATH-500 from 7.9% to 48.1% by changing only 0.016% of the model's weights.