Arm Create: AI Optimization Challenge: One challenge. Three frontiers of AI. All powered by Arm. - Devpost

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Overview
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Participants (2475)
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Track Details

Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.

Filter submissions

What was the hardest part of building or optimizing your project? Select all that apply

Setting up the development environment
Finding compatible hardware or cloud instances
Installing dependencies
Understanding Arm-specific guidance
Migrating from another architecture
Measuring performance
Improving model speed or latency
Reducing model size or memory usage
Improving inference server performance
Debugging runtime or compatibility issues
Finding relevant examples or documentation
Knowing which tools to use
Other

What would have made it easier to complete your project? Select all that apply.

More starter templates
More sample projects
Clearer setup instructions
More Arm-specific optimization guidance
More benchmarking examples
Easier access to Arm-based hardware or cloud instances
More office hours or live technical support
Better documentation
More guidance on which track to choose
More guidance on what judges were looking for
Other

Did this challenge change your likelihood of building on Arm in the future?

Yes, significantly more likely
Yes, somewhat more likely
No change
Less likely
Not sure yet

How likely are you to continue developing, optimizing, or deploying this project after the challenge?

Very likely
Somewhat likely
Not sure
Unlikely
I do not plan to continue this project

Sort

Arm Create — Arm Create

Build production-ready software from a single prompt. Arm Create coordinates AI agents to design, code, test, review, and improve applications autonomously.

TinyArmCopilot: SLLM Debugging on Arm — TinyArmCopilot: SLLM Debugging on Arm

An offline SLLM debugging copilot using llama.cpp and quantized GGUF models to analyze code, logs, and docs locally on Arm devices with benchmarked latency, memory, and tokens/sec gains.

Arm Pulse — Arm Pulse

Benchmark LLMs on Arm64 cloud servers and serve them as an MCP API any AI agent can call powered by KleidiAI and llama.cpp with Arm SVE optimizations.

ReliefBridge Pocket — ReliefBridge Pocket

ReliefBridge Pocket is an Android app that performs private, on-device disaster message triage, converting field reports into prioritized actions while demonstrating mobile optimization gains.

SynthMind — SynthMind

Where human intent meets machine intelligence, synthesizing language, vision, and action into one seamless AI.

GlacierEdge-Arm — GlacierEdge-Arm

Sub-50ms Arm edge inference that catches BESS faults—thermal runaway, imbalance, impedance—before data center backup power fails. Open-source Rust, INT8 quantized, CHP-audited.

Armmemora:demonstrates the power of on-device AI: fast, pr — Armmemora:demonstrates the power of on-device AI: fast, pr

ArmMemora is a fully offline, privacy-first AI companion built for Arm-powered mobile and edge devices. It captures your daily information — photos, screenshots, voice memos, and documents — and trans

PUZZLE GAME — PUZZLE GAME

Improve your memory and focus with interactive triangle puzzles.

Q-Flow Edge — Q-Flow Edge

A lightweight Arm64 optimization toolkit that runs manufacturing schedule simulations locally and reports bottleneck trade-offs in a reproducible way.

vaidya AI — vaidya AI

"Listens to the doctor. Writes for them." — simple, literal, memorable

GuardLens — GuardLens

"Privacy-first, cost-efficient security triage processing raw enterprise streams via CPU-optimized Small Language Models on sovereign Arm64 cloud infrastructure."

Cerome Coach — Cerome Coach

An AI study agent with persistent memory, personality-aware adaptation, and emotion-sensitive pacing.

CoFounder — CoFounder

Your first partner AI Business

LifeLens AI — LifeLens AI

"An AI-powered edge healthcare platform that predicts health risks, monitors vital signs in real time, and delivers instant insights using optimized Arm-based AI."

Arm ai optimization challenge 2026 — Arm ai optimization challenge 2026

Arm AI Optimization Challenge 2026: — a unified toolkit that shows how the same AI model can be optimized for Physical AI (robotics),

OmniMind — OmniMind

An offline, privacy-first AI assistant integrated with a custom-built physical robot head to assist users locally with high performance.

GraviTalk Console — GraviTalk Console

Private cloud AI console & API optimized for ARM64 Graviton CPUs. Runs quantized LLMs on CPU-only servers with 80% cost savings, stateless doc analysis, and browser-side voice dictation.

Arm AI Portability Auditor — Arm AI Portability Auditor

A lightweight CLI that scans AI repositories for x86, CUDA, and cloud assumptions before teams migrate inference workloads to Arm64 cloud infrastructure.

GeminiAtlas Snap Spectacles — GeminiAtlas Snap Spectacles

GeminiAtlas: Glasses that see, understand, and guide you with AI

Bug-Finder — Bug-Finder

This project is to find the vulnerability of some application

Self Driving Car Using ARM Cortex-M4F — Self Driving Car Using ARM Cortex-M4F

Machine learning and PID controller allow us to control an autonomous car to drive

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