Channel

How AI Makes Pictures

AI can make a picture from words.

Format Your Answers: Lists, Tables, Length, and Layout, Part 1

Sometimes a short question gets a great answer.

Get More from AI: Options, Rankings, Lists, and Comparisons

AI is amazing at coming up with names — for pets, characters, businesses, anything..

How AI Explains Variables in Code

AI helps you understand variables — the name tags for numbers and words in code.

Your Brain Still Matters Most

AI is a helper, but your own thinking is still the most important.

Audience Research: Finding Out Who You're Talking To

Use AI like an interview partner to figure out what your audience actually cares about — before you make stuff for them.

Starting A Newsletter (And Not Quitting It)

Newsletters are the most underrated marketing channel for teens. Here's how AI helps you start one — and survive past week 4.

YouTube Thumbnails: Where Most Views Are Won Or Lost

AI helps you brainstorm thumbnails that get clicked — without making your channel look like every other AI-thumbnail channel.

Zoologist: AI Helpers in This Career

Zoologists study animals — their behavior, biology, and how they fit into ecosystems.. Here's how AI shows up in this career in 2026.

MCP — How Agents Connect to Tools

MCP (Model Context Protocol) is a standard way for agents to safely talk to tools.

Can Agents Be Creative?

Agents can generate novel combinations of existing ideas.

Pair Programming With AI: How Teens Learn Coding Faster

Pair programming with AI means coding alongside a partner that explains, suggests, and never gets tired. Here is how to use it to actually learn faster, not slower.

Role and Persona Prompting: Making AI Sound Like Someone Specific, Part 1

Asking AI to play a role (a coach, a teacher, a friend) changes the kind of answer you get. Match the role to your need.

Practice Interviews With AI

AI is a great interview practice partner. It can ask realistic questions and give feedback on your answers.

Coding Agents (Like Claude Code) for Real Projects

Claude Code, Cursor, and other coding agents can work on real coding projects with you. Like having a coding partner.

Production Incidents With an AI Co-Pilot

When prod is on fire, AI agents can be either your best partner or a dangerous distraction. Learn the incident workflow that uses AI safely under pressure — and the moments to put it down.

Grant Writing Assistance: Specific Aims, Specifically

Grant writing rewards structural discipline. AI is a near-perfect drafting partner — if you feed it the right scaffolds.

Reproducibility: Making Your AI-Assisted Work Re-Runnable

AI-assisted research is especially vulnerable to reproducibility failures. Model versions shift, prompts drift, outputs vary. Here's how to lock it down.

AI in the Classroom: Questions Every Parent Should Ask Their Child's Teacher

Schools are adopting AI tools at different speeds, with widely varying policies on student use. Parents who understand how AI is being used in the classroom — and who ask the right questions — can advocate for their children's learning and fill gaps at home.

Switching Between OpenAI Models Inside ChatGPT: When Each Makes Sense

ChatGPT now ships several model variants under one UI. Knowing when to pick the flagship, the small one, or the reasoning one is a 30-second skill that pays back forever.

Hermes Via OpenRouter: The Cloud-Hosted Shortcut

Not everyone wants to run models locally. OpenRouter and similar aggregators let you hit Hermes endpoints over a familiar API — with trade-offs you should understand before you adopt them.

Switching The Underlying Model In Pro

Pro lets you pick which LLM Perplexity uses for the final answer. The choice shifts tone, depth, and refusal behavior — sometimes more than the search itself.

Settings.json: Permissions, Env Vars, Model Overrides

Settings.json is where the harness — not the model — gets configured. It is also where most surprises live, so understanding the layers saves debugging time.

Codex Review Mode: Pull-Request Review At Scale

Codex can act as a tireless first-pass reviewer on every PR. Done well it catches real bugs; done badly it floods the channel with noise.

The Ceiling: Where Frontier Models Still Fail In 2026

Frontier 2026 is impressive. It still has well-known failure modes — long-horizon planning, true generalization, factual reliability, and self-aware uncertainty.

MiniMax For Agentic Tasks: Strengths And Gaps

MiniMax models can drive agents, but their tool-use shape, refusal patterns, and ecosystem differ from Western frontier. Plan for it.

Kimi K1, K2, and the Long-Context Architecture

Kimi's K-series models trade some peak benchmarks for radically longer attention. Learn what changes architecturally, what the variants are good at, and how to choose between them.

Kimi as an Agent: Browsing, Tools, and Multi-Step Tasks

Kimi isn't just a chat model — its newer variants act on tools, browse the web, and chain steps. Here is what the platform actually offers and where the rough edges are.

Email Drip Campaigns (Still The Most Profitable Channel)

Email is old, unsexy, and massively profitable. A 5-email welcome sequence can double your conversion without changing your product. An AI-assisted welcome sequence Platform choices for teen founders For a teen founder starting fresh, Beehiiv is the practical default in 2026.

Ads With AI (And When To Not Run Them)

AI makes ad creation fast but doesn't fix a broken funnel. Here's how to run paid ads responsibly with a small budget.