Alex Reibman 🖇️ Profile picture
Feb 18 15 tweets 7 min read Read on X
Stanford just hosted a hackathon. Over 1000 Ivy League and elite engineering students came to build for 36 hours straight.

The reward? $200k+ in prizes.

Here are the winners and crowd standouts we saw at TreeHacks ‘25 @hackwithtrees (🧵): Image
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1/ BrailleBot - 🎖️Best Hardware Prize

Converting a 3d printer and junk material from Stanford supply closet into a $15 braille printer

@jclin22009
@cathyzbn
@ScottHickmann
@LawtonSkaling
2/ OMNOM - 🎖️ Most creative prize

End to end food ordering and delivery robot that drives to restaurants, picks up orders, and brings them home

Built from scratch with spare parts and custom aluminum

@NilsIRL
@AJobAIO
@JohnathanM62119
Image
3/ GitRizz - 🎖️Editor’s choice

Dating app that finds matches based on your GitHub. AI analyzes your profile creating vector embeddings of your commit history and finds similar matches

Tinder for CS majors

@AlorSahoo
@dtzhou2 Image
4/ Aegis

Biomedical device to dispense medicine in emergency scenarios based on biometric data from wearables (Apple Watch)

@dynguyen0
@anshag01
@rickgxa
@AnshSheth4
5/ NeuroScribe

Brain computer interface keyboard

Translate thoughts into binary, which can be translated into any language Image

6/ Engage

Multimodal classroom TA that charts your progrsss analyzes interactions with Gemini to see who’s paying attention and asking questions

AI observability, for students

@nonhausdorff
@BorlettiLuca Image
7/ Super Smash Bros

Recreated in Java.

And also displays a fun AI generated fact at the end screen.

That’s it. (I really liked this one).

@_ayushnayak
@Alan_Ma_ Image
7/ THE CAT

Robot rescue cat built to help in fire emergencies by identifying victims and calling 911 Image
8/ Ranger - 🥈Best Idea 2nd place

Augmented reality wearable for the deaf that transcribes audio and shows the directional location of noises

Runs completely offline Image
9/ Auto LeARn

Car mechanic AR headset to help users fix their cars with videos and AI suggestions
10/ Pet Talks

AI camera to translate animal actions and gestures into words to help pet owners understand what their pets are thinking

Ring for bunny rabbits

@_binhle Image
11/ Easy Read

Chrome extension for English learners that lets you click to replace complicated words found in websites or papers

Toucan but for English
12/ BAS Climate Action - 🎖️Sustainability prize

AI agent that identifies areas where businesses can implement relevant UN-catalogued Cooperative Climate Initiatives

Deep research for building sustainable businesses
Are you a hacker dying to work on the most ambitious AI projects? We’re hiring interns, DM’s open

That’s all I could film! Huge shoutout to @MLHacks @hackwithtrees @Stanford

Want to see more hacks, AI agents, and demos? Follow @AlexReibman @AgentOpsAI

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More from @AlexReibman

Sep 5
Evals are a scam. And we're being gaslit into believing they aren't.

New post just dropped (🧵). Image
Read the full post here
open.substack.com/pub/hacktrace/…Image
Read 13 tweets
Aug 17
MCP is now the de facto standard for LLM agents

200 developers came to NYC to compete for $10,000+ and prove what’s possible.

Here’s what we saw at the Build the Future MCP Hackathon (🧵): Image
Image
1/ Risky Business 🥉

Automated exploit Intelligence for vulnerability triage. MCP companion for SOC teams to verify and prioritize CVEs and cyber attacks
@joshdevonai
2/ Claude Code Debugger 🏅 (Editor’s choice)

An MCP for Visual Studio @Code

Connects with Claude Code to automatically debug complex problems using the native VSCode debugger (rather than just print statements and static analysis)
Read 8 tweets
Aug 12
GPT-5 is finally out.

OpenAI invited 500+ hackers to San Francisco to push it to the limit. 95 teams competed for $50,000.

Here’s what we saw at the Official GPT-5 Hackathon at @cerebral_valley @OpenAI Image
Image
1/ Gentoo 🥇

GPT-5 for marketing campaign simulations. Turn product ideas into simulations. And run live experiments on your store

E-commerce AI sims
@jihyuk_gentoo Image
2/ Fashion AI

Diffusion models and GPT-5 to let users style 3D avatars with AI-powered outfit recommendations.

@fashn_ai @parsakhaz
@eyal_shechtman
Read 8 tweets
May 25
300+ hackers just spent 48 hours building AI weapons and hardware to fight America’s enemies.

I’m actually worried terrorists and adversaries will see this.

Here’s what we saw at the National Security Hackathon by @NATO x @CIA x @ShieldCapVC (🧵): Image
Image
Image
1/ Walkie-talkie-LLM 🥉3rd place $1,000

Voice replicator that steals enemy voices and creates false commands and rumors with local LLMs

AI false flag attacks

@kirill_igum
2/ Skyfall 🥈2nd place $2,000

ML classifier that plugs into street cameras and fingerprints people based on their gait

Spy on people based on how they walk on local ML models
Read 8 tweets
Feb 3
OpenAI’s biggest rival isn’t just Deepseek. It’s Google.

We invited 200+ hackers to build what’s possible with Gemini multimodal AI and generative video

Here’s what we saw at the @GoogleDeepMind MultiModal Hackathon with @AgentOpsAI @windsurf_ai at @agihouse_org (🧵): Image
Image
1/ ANIMINE - 🥇First Place $3000 GCP credits

Translate real videos into anime by combining Gemini video understanding with Veo2

Gesture-to-video

@aliceheimanxyz Image
2/ Firefly vs Veo2

Comparing the outputs of Adobe Firefly with Veo2 against the same prompts. Hilarity ensues

@dpang
Read 20 tweets
Jan 20
Saw these guys walking around Hayes looking for coworking space, so I invited them to HQ

I was not prepared. These guys are absolutely cracked.

Here’s the demos from the Swedish Hack Mafia (🧵): Image
1/ Lovable

AI agent for building + replicating websites

Agentic web app builder

@lovable_dev
2/ Rubik’s Cube CSS

3D interactive Rubik’s cube built entirely in CSS

@whosmatu
Read 5 tweets

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