Brainstorm word cloud
Terms mined today from the brief, current gallery submissions, past winning projects in related Devpost hackathons and the discussion board. Bigger = more frequent (brief and winners weigh more). Click a word to see winning projects that mention it.
AI · study · students · plan · chutes · notes · smarter · image · web · tutor · zero · scales · gemini · dynamically · confidential · ai-powered · helping · chaos · goal · intelligence · learning · together · website
Past winners in related hackathons
Winner-badged projects from ended Devpost hackathons that share a theme with this one. Read a few before you pick an idea.
- SafeHer — Not just the fastest route — the safest one (Zero Origin)
- RoofGrid — Turn any rooftop into a practical, data-driven solar plan. (InfinityX Global Hackathon 2K26)
- ReLiving — Rconnecting the pieces of memory that make us who we are. (SYNCS HACK 2026)
- Tunjuk — Tunjuk is an open-source web AI screen tutor. Sign in with Chutes, share any window, ask anything. Every inference call hits your own wallet, Tunjuk holds zero credits and scales free forever. (Chutes Hack Malaysia 2026)
- AI-Genie Quest — An age-adaptive AI tutor powered by Gemini that dynamically transforms its UI, tone, and complexity to teach kids Artificial Intelligence at their own pace. (PIXEL GEMINI 2.0)
- ScaleFlow — ScaleFlow dynamically scales cloud resources during traffic spikes, distributes workloads across healthy instances, monitors infrastructure, and enables automated failure recovery. (Zero Origin)
- MediAudit AI — Snap a photo of your confusing medical bill and then MediAudit AI turns it into plain English, a checklist, and the exact words to say, so anyone can question an unfair charge. (InfinityX Global Hackathon 2K26)
- Unlocked — Building conversation, community, and connection for those who need it most. (SYNCS HACK 2026)
- Siap — Siap turns application packs into cited eligibility checks and an ordered action plan using four confidential Chutes AI agents, without retaining raw documents. (Chutes Hack Malaysia 2026)
- EduBoost AI — AI-powered collaborative learning platform that helps students understand notes, summarize study materials, and learn together through personalized Gemini-based tutoring and real-time study support. (PIXEL GEMINI 2.0)
- SmartServe AI — SmartServe AI predicts food demand and recommends preparation quantities using AI, helping restaurants reduce food waste, lower costs, and plan smarter. (Zero Origin)
- Camleaf — An offline progressive web app to diagnose crop leaf diseases in <60 milliseconds with zero cell signal and calculate knapsack sprayer doses for rural farmers. (InfinityX Global Hackathon 2K26)
Judging criteria
Criteria as listed on the official page; weights are not stated there, so they are drawn equal. source ↗
How technically impressive is the build? Did the team tackle real engineering challenges with image AI, computer vision, or generative models, with thoughtful model choice and non-trivial integration? Thin API wrappers should score lower.
How original is the idea? Does the project take a fresh angle, combine tools unexpectedly, or explore a use case that feels genuinely new? Generic clones of well-known apps score lower than projects that surprise the judge.
Is image AI, computer vision, or a generative visual model a core part of the project, not a cosmetic add-on? How fully does it embrace the "image everything" theme? If the image AI could be removed without breaking the core experience, score lower.
Does the project address a real problem or serve a real need? Is there a clear user, a clear benefit, and a plausible path to someone actually using this beyond the hackathon weekend? Score higher for projects that make "who cares" easy to answer.
Is the interface clean and the visual output polished? Does the demo video (3 min or less) and Devpost write-up clearly communicate what the project is, what problem it solves, and how it works? A great project buried under a confusing demo scores lower.
Timeline
Submission period (from Devpost): Oct 09 - 12, 2026. Deadline: Deadline: Oct 12, 2026 @ 12:00am EDT.
How a beginner can ship
- Read the rules page
Check eligibility, team rules and what must be submitted.
- Pick one idea from the word cloud
Choose one problem and one user; cut everything else.
- Build the smallest working version
One flow that works end to end beats five half features.
- Record the demo early
Most Devpost judging leans on the video and description.
From the discussion board
Discussion 0
No discussion yet. Ask the first question or post a team-up for this competition.
Sign-in opens soon. Until then the forum is read-only.
Same account as pocketplay.win (Google or username). Posting needs a Google-linked account.