AI for Biologist

What AI actually is and why every science workflow is shifting.

• What Is Intelligence, Really? A Working Framework

  creators·baseline

  45 minOpen
• AP Biology: Using AI to Survive the Vocab Tsunami

  creators·connects foundational AI ideas to your field

  32 minOpen
• Biology With AI: Cell Diagrams and Research Papers

  builders·connects foundational AI ideas to your field

  28 minOpen
• Marine Biologist in 2026: Computer Vision in the Reef

  creators·role-specific deep dive

  30 minOpen

Prompting patterns that hold up under the pressure of real work.

• The Five-Part Prompt: Role, Context, Examples, Constraints, Format

  builders·core prompting framework

  28 minOpen
• Anthropic's Prompt Engineering Patterns

  creators·prompting pattern you'll reuse daily

  38 minOpen
• Claude's XML Tag Superpower

  creators·prompting pattern you'll reuse daily

  32 minOpen
• Prefill Attacks and Defenses

  creators·prompting pattern you'll reuse daily

  36 minOpen

AlphaFold 3, ESMFold, Benchling — which to use when.

• biz2 competitive research weekly creators

  creators·tool-specific walkthrough for your role

  28 minOpen
• Building a Personal AI Stack for School and Career

  creators·tool-specific walkthrough for your role

  38 minOpen
• Projects and Spaces — Persistent Context Is the Future

  creators·tool-specific walkthrough for your role

  40 minOpen
• business seo ai search era creators

  creators·tool-specific walkthrough for your role

  45 minOpen

Automate the repetitive parts so your judgment is where it matters.

• biz2 seo llm era creators

  creators·automation pattern you can apply

  30 minOpen
• Perplexity Spaces for Ongoing Research Topics

  creators·automation pattern you can apply

  25 minOpen
• Build It: A Daily Data Pipeline With LLM Enrichment

  creators·automation pattern you can apply

  70 minOpen

Where AI still must not replace a human judgment call.

• Cyber Risk and Autonomous AI Attackers

  creators·ethics / compliance issue for your field

  40 minOpen
• Alignment Faking: When Models Pretend

  creators·ethics / compliance issue for your field

  42 minOpen
• RLHF to RLAIF: How Preference Learning Scaled

  creators·ethics / compliance issue for your field

  45 minOpen

Tie it all together on something real.

• Capstone — Python CLI That Summarizes With Claude

  creators·capstone to tie it together

  60 minOpen
• The Three Ingredients: Data, Compute, Algorithms (Capstone)

  creators·capstone to tie it together

  55 minOpen