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GPT-5.4 Has a 256K Context Window
OpenAI's GPT-5.4 supports a massive 256K token context window, allowing you to feed entire codebases, books, or lengthy research papers into a single prompt. This makes it ideal for tasks that require long-range comprehension.
Llama 4 Scout Has a 10M Token Context Window
Meta's Llama 4 Scout model supports a record-breaking 10 million token context window. While this is impressive for research use cases, production inference at this context depth requires significant GPU memory and specialized hardware.
Dario Amodei on AI Safety Research
""The thing I lose the most sleep over is the overall safety of this technology.""
Weights & Biases (W&B)
A popular MLOps platform for tracking experiments, visualizing model performance, and managing machine learning workflows. Very useful for serious AI development and research.
Use LLMs for Brainstorming
Stuck for ideas? LLMs are excellent brainstorming partners. Ask for blog post ideas, marketing slogans, plot twists, or research directions. Use their suggestions as a starting point.
Create Study Guides
Ask an LLM to create comprehensive study guides from textbooks, lecture notes, or research papers. Include key concepts, definitions, and practice questions.
Research Paper Summarization
Use LLMs to summarize academic papers, extract key findings, and identify research gaps or future directions in specific fields.
Survey Design Assistance
Use LLMs to help design survey questions, ensuring they're unbiased, clear, and likely to generate useful data for your research goals.
Competitive Analysis
Use LLMs to analyze competitors by comparing features, pricing, marketing strategies, and market positioning based on publicly available information.
Hypothesis Generation
Use LLMs to generate testable hypotheses based on your research questions and available data, helping guide your analysis direction.
Grant Proposal Writing
Generate sections of grant proposals including problem statements, methodology descriptions, and impact assessments for research or nonprofit projects.
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