Fairness you can enforce
When the platform provides the assistant, the mode is enforced in software. Every team has the same tooling, so the competition measures the students, not who owns a better subscription.
AI-assisted learning
AI is part of the job now. How much is part of the lesson.
Every Haxios Learning competition runs with an AI policy the educator chooses. Two decisions: where the AI comes from, and how much it is allowed to do. The arena, the rules and the venture pitch stay the same either way.
Why offer a choice at all
"Use AI" means something different in every classroom.
For a first-year student learning loops, an assistant that writes the code removes the lesson. For a senior capstone team, refusing to let them use the tools every employer expects removes a different lesson. Neither policy is right for everyone, so the platform doesn't pick one.
Because the AI policy is a setting rather than a rule on paper, the same competition can run twice for two audiences. An intro section runs in AI-error mode; the advanced section runs AI-developer mode on the same arena the same week, and their scores mean what the educator intended.
Teaching judgment alongside syntax
Deciding when to trust a suggestion, when to check it, and when to ignore it is a skill. The modes let students practice it in stages instead of all at once.
Fits the venture framing
In bring-your-own mode, the choice of AI is one more technology decision the team has to defend in front of the judges. That's the same conversation industry is having right now.
AI integration options
Four modes, from unrestricted to off.
Each mode draws a hard line around what the AI is allowed to do. Educators pick one per event, per class or per rule set.
AI-developer
Unrestricted AI usage
- Students write code themselves, or ask the AI to write it for them
- Ask for reviews, refactors and alternative approaches
- The AI becomes a teammate; the student becomes the lead
Benefits. Mirrors how software is built professionally. Shifts the competitive edge toward strategy, verification, integration and the pitch, which is where Venture Bot wants it. Lets ambitious teams build far more than a weekend would otherwise allow.
Best for. College and upper-high-school teams, capstone units, and events where the goal is shipping and defending a plan.
AI-helper
Guidance, never code
- Runs as a friendly assistant that offers suggestions when things aren't working
- Points out syntax errors and logic errors
- Flags errors producing output different from what the student expects
- Will not write code
Benefits. Students get unstuck without losing ownership of the code. It behaves like a patient teaching assistant sitting beside them, available to every team at once, all night. The learning stays in the student's hands while frustration stays low.
Best for. Intermediate students who know the basics and are ready to build something real, and for events where equal access to help matters.
AI-error
Only enough to get running
- Helps the student move past errors that prevent the code from functioning
- No programming assistance
- No logic assistance
- No debugging beyond what's needed to make it run
Benefits. Removes the single biggest time sink for new programmers, the cryptic error that blocks everything, without touching the thinking. Students still design, still debug their own logic, still own every decision, but nobody loses two hours to a missing semicolon.
Best for. Intro units and first-time competitors, where the point is to learn programming and the AI's only job is to keep momentum.
AI-off
Self explanatory
- No assistant in the portal
- Same arena, same rules, same pitch
Benefits. A clean measure of what the students can do on their own. Useful for assessments, for programs with a strict academic-integrity policy, and for a before-and-after contrast: run the same challenge AI-off first and AI-developer later, and let students see the difference.
Best for. Graded units, qualifying rounds and fundamentals courses.
| What the AI may do | AI-developer | AI-helper | AI-error | AI-off |
|---|---|---|---|---|
| Write code for the student | Yes | No | No | No |
| Review code and suggest changes | Yes | Yes | No | No |
| Point out logic errors | Yes | Yes | No | No |
| Explain unexpected output | Yes | Yes | No | No |
| Point out syntax errors | Yes | Yes | Yes | No |
| Unblock errors that stop the code running | Yes | Yes | Yes | No |
| Where the competitive edge lands | Strategy & verification | Design & debugging | Programming skill | Fundamentals |
AI provider options
Two ways to put an AI in front of a team.
Bring your own AI
Teams plug in whatever AI they already use and work with it directly. Chat assistants, AI-enabled editors, everything is integrated.
Benefits
- Zero setup for the organizer
- Students use tools they already know, so no time is lost learning a new interface
- Natural fit for AI-developer mode and for college-level events
Trade-offs
- Teams with better subscriptions may have an edge
We provide the AI
An AI chat and code assistant built directly into the competition website.
Benefits
- Every team gets identical tooling, so the competition is fair by construction
- No accounts to create, no subscriptions to buy, no laptops left out
- Usage is visible to educators, which supports assessment and reflection
Trade-offs
- Students work in the portal's assistant rather than their own preferred tool
Putting it together
Recommended pairings.
Any provider works with any mode. These are the combinations we reach for first.
| Audience | Provider | Mode | Why |
|---|---|---|---|
| Intro high school unit | We provide | AI-error | Everyone has the same safety net and nobody skips the learning. |
| Intermediate high school competition | We provide | AI-helper | Fair, enforced, and every team has a tutor at 10 PM. |
| College or conference event | Bring your own | AI-developer | Matches industry. Tool choice becomes part of the pitch. |
| Graded assessment or qualifier | Either | AI-off | A clean read on individual skill. |
| Before-and-after unit | We provide | AI-off then AI-developer | Students experience the difference and reflect on it. |
Not sure which mode fits?
We'll help you choose.
Tell us about your students and what you want them to walk away with. We'll recommend a provider, a mode and an arena.