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Uncommon Hacks 2026

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  • Overview
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  • Participants (137)
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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.

Filter submissions

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Deferred-Execution Attacks Against AI Control Monitors
Deferred-Execution Attacks Against AI Control Monitors

Catching AI sabotage that fires after the monitor stops watching.

Winner Winner
William Guo
0 0
Datalake
Datalake

Universities own a multi-billion-dollar AI training corpus they can't sell. Datalake's Wafer agent loop catalogs ownership and labels research in one pass — messy file share in, sellable dataset out.

Winner Winner
Nam Nguyen eli Saliman
3 0
Being Nemo
Being Nemo

Being Nemo is a 3rd-person survival game where you are a clownfish clearing litter before it suffocates the ecosystem, while dodging predators—showing the real impact of ocean pollution on marine life

Winner Winner
Agnes Srinivasan Tushar Sonthalia Karaen Senthilkumar Adi Suresh
0 0
Life Story
Life Story

When Alzheimer’s blurs the memories, love can still find its way back. Life Story is a living album that keeps familiar faces, voices, and moments close to home.

Winner Winner
Junheng Zheng Justin Zhao Andy Lin Vincent Lin
0 0
AI Forecasting Track
AI Forecasting Track

We built an AI agent that argues with itself before making a prediction to beat real-money traders on prediction markets.

Winner Winner
themitchellcrevier Crevier Conner Hawkins Aarush Bhardwaj Sameer Mohamed
0 0
Statelens
Statelens

The model-agnostic observation compression layer for UI agents. Turns screenshot streams into compact state events — 40-50% cheaper, up to 100% accurate, drop-in via one baseURL.

Winner Winner
Ruotian Wang Mido
2 0
Fish King
Fish King

Connect and Compete with local fishermen to become king of the lake. Leverage our ensemble of ML models to find the best spots to fish

Winner Winner
XanderD24 Deanhardt
1 0
Dispatch
Dispatch

Disaster relief system using Snowflake to turn victim calls into structured, prioritized rescue requests shown on a responder map with location, urgency, and needs.

Winner Winner
Yohan De Guzman John Zhang enzeeo Sean Choi
4 0
Cheetah.ai
Cheetah.ai

Serving engines are blind to intent. Cheetah.ai reads the workflow DAG to pre-warm the right document between agent calls. The cold prefill doesn't disappear: it moves to where users can't feel it.

Winner Winner
Ali Mardan Md Samad abdullahyousaf1798
2 0
QuickByte
QuickByte

Rush-hour ready.

Zainab Ali Asgar Miya Zhao Kaylee Liu phoenixzhao7
0 0
QuestLanguage
QuestLanguage

QuestLanguage is an RPG-based game where the player can enhances their language skills through interactions with our built-in AI system. Players can practice their speaking and reading skills.

Jaimny Ramos Ruballos Ravi Mangar
0 0
Rabbit Hole
Rabbit Hole

Paste any text, highlight what confuses you, and instead of a definition, get a Socratic question that makes you figure it out yourself

Chenhua Wu
0 0
Tether
Tether

Tether is a complementarity-first research tool that assesses security risks in code from an HCI lens, optimizing human oversight and minimizing agentic system failures.

Akshay Pespunuri Ameya Idate Farhat Hazara
2 0
AgentProbe
AgentProbe

Our goal is to build an automated red-teaming engine that stress-tests multi-agent systems the same way a security researcher would.

Devyani Rastogi Devanshu Khadka
0 0
Promptly
Promptly

Stop rewriting prompts. Start getting results.

lydiayaqiliu Liu ShrkingXX Cui
2 0
VoCal
VoCal

VoCal is a health app that allows you to accurately track your diet with more context than a singular picture. It also uses your dietary data to give you informed recommendations for your goals.

Arjun Srivastava Rishab Peddi Rocky Chan Eric Spencer
2 0
LaborLens
LaborLens

Labor exploitation, made visible

Inika Goyal Alan Tai 21bhumika David Liu
0 0
ActSignLearn
ActSignLearn

ActSignLearn - A one-of-a-kind ASL learning app with joint-level feedback, gamification, and accessibility in one free platform!

Pritika Aggarwal Aman Jhurani
0 0
Red_Co-Author
Red_Co-Author

An automated, 100% local red-teaming scaffold that exposes and measures the "Co-Authoring Jailbreak" vulnerability on frontier LLMs with zero API keys.

SWAYAM RUCHIRKUMAR PATEL Tejas Kirtan Patel
0 0
Attack_on_memory
Attack_on_memory

A CTF playground for testing and hardening AI agent memory systems against leaks, poisoning, and consistency attacks.

Sijie Guo
0 0
What the **** is wrong with you
What the **** is wrong with you

Time to find out

Ziyan Miller Eleven Yang
0 0
RoleCall AI
RoleCall AI

An AI roleplay lab where people train for real-world communication pressure.

Kaung Myat Naing Ferit Ozdaban
2 0
Toova
Toova

Toova turns any photo into a 3D model you can place in your room before you buy — see it in your space before you spend a dollar.

Fyodor Tenbarge Yanis Zouad Aeliya Grover
2 0
Heliosylva
Heliosylva

Heliosylva flips tower defense: you are the wave. Carve paths, spawn insects, and drain the Tree of Life while bees, ladybugs, and poison bushes defend it across 20 timed waves.

Kristian Velazquez Angelina Tan Lazizbek Gofurjonov
1 0

1 – 24 of 43

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