Blog
Insights
ALL
Tech
Product
Events
Newsletter
Newsroom
ALL
Press Release
Media
Teamblog
ALL
Team Nota AI
Inside Nota AI
Nota AI Opinion
Developers
NetsPresso® ↗
Hugging Face ↗
Teamblog
en
ko
Tech
September 18, 2026
|
15
min read
Running VLA Without a GPU: 1.6s to 230ms on a Qualcomm NPU
Jaehoon Lee
More from Nota AI
View all
Tech
Product
Events
Newsletter
Team
Culture
Press Release
Tech
September 18, 2026
|
15
min read
Running VLA Without a GPU: 1.6s to 230ms on a Qualcomm NPU
Tech
August 26, 2026
|
5
min read
From Eight H100s to Two: The GPU Cost Savings of LLM Compression
Tech
July 15, 2026
|
5
min read
Running Llama 8× Faster on a Raspberry Pi: The KCC 2026 On-Device AI Optimization Challenge
Tech
July 3, 2026
|
4
min read
[NetsPresso® AQ Deep Dive] How to Quantize the K-EXAONE-236B Model to 4-Bit (NVFP4)
Tech
June 12, 2026
|
3
min read
Two papers discussing quantization methods specialized for MoE LLMs, accepted to an ICML 2026 workshop
Tech
May 29, 2026
|
4
min read
Full-Stack Optimization for Low-Light Video on Jetson Orin NX: From 400 ms to 28 ms
Tech
March 31, 2026
|
6
min read
The Real Reason TurboQuant Shook the Market: AI Optimization Has Gone Mainstream
Tech
March 13, 2026
|
6
min read
NotaMoEQuantization: An MoE-Specific Quantization Method for Solar-Open-100B
Tech
February 26, 2026
|
5
min read
ERGO: Efficient High-Resolution Visual Understanding for Vision-Language Models
Product
August 5, 2026
|
3
min read
From Semi-Automatic to Fully Automatic: How NetsPresso Optimizes Models with an Agent
Product
May 11, 2026
|
5
min read
[NetsPresso® x AI Agents] Easier to Use, Even More Powerful
Product
April 22, 2026
|
5
min read
[Deep Dive: NetsPresso®] From Quantization to Graph Optimization: A Step-by-Step Model Deployment Pipeline
Product
April 8, 2026
|
5
min read
[A Deep Dive into NetsPresso®] A Platform That Handles Everything from Model Optimization to Target Deployment
Product
March 20, 2026
|
6
min read
GenAI Everywhere: The Future of Edge AI Optimization with the New NetsPresso®
Events
July 30, 2026
|
4
min read
Nota AI Joins AMD's Robotics Partner Network as the Only Korean Company
Events
June 9, 2026
|
4
min read
Smart Tech Korea (STK) 2026 Nota AI Booth Preview: Physical AI, Built at the Edge
Events
June 4, 2026
|
4
min read
Why Nota AI Became the Only Korean Company on the Panel at NVIDIA's APAC Partner Day: The Final Piece of Physical AI
Events
April 29, 2026
|
5
min read
[NVIDIA Nemotron Hackathon] Grand Prize Among 20 Teams: Behind Two Sleepless Days
Events
March 23, 2026
|
6
min read
[GTC 2026 Recap] The Trillion-Dollar Inference Race Begins: How Nota AI Fills the Gap
Newsletter
August 31, 2026
|
4
min read
Beyond Model Optimization: Optimizing AI Agent Operations
Newsletter
July 31, 2026
|
4
min read
How We Compress Large-Scale MoE Models
Newsletter
June 30, 2026
|
4
min read
The Hardest Places to Run AI: Where Nota AI Tackles the Constraints
Newsletter
May 1, 2026
|
4
min read
Two Axes of MoE Quantization: How Nota AI Is Solving the Next Bottleneck in LLM Optimization
Newsletter
March 31, 2026
|
4
min read
The Trillion-Dollar Inference Race Begins: How Nota AI Fills the Gap
Newsletter
March 5, 2026
|
5
min read
Redefining Foundation Models for the Physical AI Era
No items found.
View more
Team Nota AI
September 1, 2026
|
8
min read
What Six Months at Nota AI Looks Like
Team Nota AI
November 20, 2025
|
3
min read
The Person Watching From the Farthest Seat, and the Closest
Team Nota AI
November 20, 2025
|
4
min read
A Time That Made Me Think Beyond Technology, Toward Product
Team Nota AI
November 20, 2025
|
3
min read
Wanting to Show 'Uncle's Workplace'
Team Nota AI
November 19, 2025
|
4
min read
The Designer Who Made Nota AI Visible
Team Nota AI
November 19, 2025
|
3
min read
Shaped Nota AI's Last Six Years
Inside Nota AI
August 24, 2026
|
7
min read
Nota AI's Signature Recipe
Inside Nota AI
August 21, 2026
|
6
min read
Trying Something New at KCC and ICML
Inside Nota AI
April 23, 2026
|
6
min read
Where We Make AI Everywhere
Inside Nota AI
April 2, 2026
|
5
min read
Nosik’s Diary - My First Day at Nota AI
Inside Nota AI
April 1, 2025
|
6
min read
Safeguarding Roads and Industrial Sites
Inside Nota AI
February 6, 2025
|
5
min read
Goodbye 2024, Hello 2025!
Press Release
September 8, 2026
Nota AI to Optimize On-Device AI for Humanoid Robots, Connecting LG Electronics’ Robot Platform with Mobilint’s NPU
Press Release
September 1, 2026
Nota AI Joins ‘AI for Everyone’ Following National Foundation Model Project, Expanding Optimization from National AI Models to Services for Everyday Use
Press Release
August 25, 2026
Nota AI’s Optimization Research Earns Global Recognition Two Papers Accepted at EMNLP 2026, a Leading NLP Conference
Press Release
August 20, 2026
Nota AI Advances to Round 3 of Korea's Sovereign AI Foundation Model Project Alongside Upstage
Press Release
August 14, 2026
Nota AI Expands AI Optimization Business, Enters "AI Agent Operations Optimization" Market to Secure New Growth Driver
Press Release
August 13, 2026
"Beyond AI Models, Toward Optimized AI Agent Operations" Nota AI Signs First Commercial Project Agreement with MetaM, a Leading AICC Provider
Stay Ahead with Expert Insights on Edge AI
Subscribe Now
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Recent posts
Tech
September 18, 2026
Running VLA Without a GPU: 1.6s to 230ms on a Qualcomm NPU
Newsletter
August 31, 2026
Beyond Model Optimization: Optimizing AI Agent Operations
Tech
August 26, 2026
From Eight H100s to Two: The GPU Cost Savings of LLM Compression
Press Release
September 8, 2026
Nota AI to Optimize On-Device AI for Humanoid Robots, Connecting LG Electronics’ Robot Platform with Mobilint’s NPU
Press Release
September 1, 2026
Nota AI Joins ‘AI for Everyone’ Following National Foundation Model Project, Expanding Optimization from National AI Models to Services for Everyday Use
Press Release
August 25, 2026
Nota AI’s Optimization Research Earns Global Recognition Two Papers Accepted at EMNLP 2026, a Leading NLP Conference
Team Nota AI
September 1, 2026
What Six Months at Nota AI Looks Like
Inside Nota AI
August 24, 2026
Nota AI's Signature Recipe
Inside Nota AI
August 21, 2026
Trying Something New at KCC and ICML
Nota AI, On the Edge
Subscribe
Watch video ›
Watch video ›
Watch video ›
Watch video ›