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Research breakthroughs, product updates, and industry trends from Nota AI

The Hardest Places to Run AI: Where Nota AI Tackles the Constraints
Newsletter
June 30, 2026
|
4

min read

The Hardest Places to Run AI: Where Nota AI Tackles the Constraints

Nota AI
Full-Stack Optimization for Low-Light Video on Jetson Orin NX: From 400 ms to 28 ms
Tech
May 29, 2026
|
4

min read

Full-Stack Optimization for Low-Light Video on Jetson Orin NX: From 400 ms to 28 ms

Jaehoon Lee

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Newsletter

The Hardest Places to Run AI: Where Nota AI Tackles the Constraints
Newsletter
June 30, 2026
|
4

min read

The Hardest Places to Run AI: Where Nota AI Tackles the Constraints

Two papers discussing quantization methods specialized for MoE LLMs, accepted to an ICML 2026 workshop
Tech
June 12, 2026
|
3

min read

Two papers discussing quantization methods specialized for MoE LLMs, accepted to an ICML 2026 workshop

Smart Tech Korea (STK) 2026 Nota AI Booth Preview: Physical AI, Built at the Edge
Trend
June 9, 2026
|
4

min read

Smart Tech Korea (STK) 2026 Nota AI Booth Preview: Physical AI, Built at the Edge

Why Nota AI Became the Only Korean Company on the Panel at NVIDIA's APAC Partner Day: The Final Piece of Physical AI
Trend
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

Full-Stack Optimization for Low-Light Video on Jetson Orin NX: From 400 ms to 28 ms
Tech
May 29, 2026
|
4

min read

Full-Stack Optimization for Low-Light Video on Jetson Orin NX: From 400 ms to 28 ms

[NetsPresso® x AI Agents] Easier to Use, Even More Powerful
Product
May 11, 2026
|
5

min read

[NetsPresso® x AI Agents] Easier to Use, Even More Powerful

Two Axes of MoE Quantization: How Nota AI Is Solving the Next Bottleneck in LLM Optimization
Newsletter
May 1, 2026
|
4

min read

Two Axes of MoE Quantization: How Nota AI Is Solving the Next Bottleneck in LLM Optimization

[NVIDIA Nemotron Hackathon] Grand Prize Among 20 Teams: Behind Two Sleepless Days
Tech
April 29, 2026
|
5

min read

[NVIDIA Nemotron Hackathon] Grand Prize Among 20 Teams: Behind Two Sleepless Days

[Deep Dive: NetsPresso®] From Quantization to Graph Optimization: A Step-by-Step Model Deployment Pipeline
Product
April 22, 2026
|
5

min read

[Deep Dive: NetsPresso®] From Quantization to Graph Optimization: A Step-by-Step Model Deployment Pipeline

Two papers discussing quantization methods specialized for MoE LLMs, accepted to an ICML 2026 workshop
Tech
June 12, 2026
|
3

min read

Two papers discussing quantization methods specialized for MoE LLMs, accepted to an ICML 2026 workshop

Full-Stack Optimization for Low-Light Video on Jetson Orin NX: From 400 ms to 28 ms
Tech
May 29, 2026
|
4

min read

Full-Stack Optimization for Low-Light Video on Jetson Orin NX: From 400 ms to 28 ms

[NVIDIA Nemotron Hackathon] Grand Prize Among 20 Teams: Behind Two Sleepless Days
Tech
April 29, 2026
|
5

min read

[NVIDIA Nemotron Hackathon] Grand Prize Among 20 Teams: Behind Two Sleepless Days

NotaMoEQuantization: An MoE-Specific Quantization Method for Solar-Open-100B
Tech
March 13, 2026
|
6

min read

NotaMoEQuantization: An MoE-Specific Quantization Method for Solar-Open-100B

ERGO: Efficient High-Resolution Visual Understanding for Vision-Language Models
Tech
February 26, 2026
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5

min read

ERGO: Efficient High-Resolution Visual Understanding for Vision-Language Models

NVIDIA Blackwell; The Impact of NVFP4 For LLM Inference
Tech
October 21, 2025
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7

min read

NVIDIA Blackwell; The Impact of NVFP4 For LLM Inference

Video Self-Distillation for Single-Image Encoders: Learning Temporal Priors from Unlabeled Video
Tech
July 10, 2025
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3

min read

Video Self-Distillation for Single-Image Encoders: Learning Temporal Priors from Unlabeled Video

SplitQuant: Layer Splitting for Low-Bit Neural Network Quantization for Edge AI Devices
Tech
May 8, 2025
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3

min read

SplitQuant: Layer Splitting for Low-Bit Neural Network Quantization for Edge AI Devices

Efficient LLaMA-3.2-Vision by Trimming Cross-attended Visual Features
Tech
May 7, 2025
|
3

min read

Efficient LLaMA-3.2-Vision by Trimming Cross-attended Visual Features

[NetsPresso® x AI Agents] Easier to Use, Even More Powerful
Product
May 11, 2026
|
5

min read

[NetsPresso® x AI Agents] Easier to Use, Even More Powerful

[Deep Dive: NetsPresso®] From Quantization to Graph Optimization: A Step-by-Step Model Deployment Pipeline
Product
April 22, 2026
|
5

min read

[Deep Dive: NetsPresso®] From Quantization to Graph Optimization: A Step-by-Step Model Deployment Pipeline

[A Deep Dive into NetsPresso®] A Platform That Handles Everything from Model Optimization to Target Deployment
Product
April 8, 2026
|
5

min read

[A Deep Dive into NetsPresso®] A Platform That Handles Everything from Model Optimization to Target Deployment

GenAI Everywhere: The Future of Edge AI Optimization with the New NetsPresso®
Product
March 20, 2026
|
6

min read

GenAI Everywhere: The Future of Edge AI Optimization with the New NetsPresso®

Smart Tech Korea (STK) 2026 Nota AI Booth Preview: Physical AI, Built at the Edge
Trend
June 9, 2026
|
4

min read

Smart Tech Korea (STK) 2026 Nota AI Booth Preview: Physical AI, Built at the Edge

Why Nota AI Became the Only Korean Company on the Panel at NVIDIA's APAC Partner Day: The Final Piece of Physical AI
Trend
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

The Real Reason TurboQuant Shook the Market: AI Optimization Has Gone Mainstream
Trend
March 31, 2026
|
6

min read

The Real Reason TurboQuant Shook the Market: AI Optimization Has Gone Mainstream

[GTC 2026 Recap] The Trillion-Dollar Inference Race Begins: How Nota AI Fills the Gap
Trend
March 23, 2026
|
6

min read

[GTC 2026 Recap] The Trillion-Dollar Inference Race Begins: How Nota AI Fills the Gap

The Hardest Places to Run AI: Where Nota AI Tackles the Constraints
Newsletter
June 30, 2026
|
4

min read

The Hardest Places to Run AI: Where Nota AI Tackles the Constraints

Two Axes of MoE Quantization: How Nota AI Is Solving the Next Bottleneck in LLM Optimization
Newsletter
May 1, 2026
|
4

min read

Two Axes of MoE Quantization: How Nota AI Is Solving the Next Bottleneck in LLM Optimization

The Trillion-Dollar Inference Race Begins: How Nota AI Fills the Gap
Newsletter
March 31, 2026
|
4

min read

The Trillion-Dollar Inference Race Begins: How Nota AI Fills the Gap

Redefining Foundation Models for the Physical AI Era
Newsletter
March 5, 2026
|
5

min read

Redefining Foundation Models for the Physical AI Era

2025 Year in Review: The Year of Tipping Points 💥
Newsletter
December 31, 2025
|
4

min read

2025 Year in Review: The Year of Tipping Points 💥

AI Everywhere: Beyond Possibility, Into Reality
Newsletter
November 28, 2025
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4

min read

AI Everywhere: Beyond Possibility, Into Reality

From Belief to Breakthrough: Nota AI’s Journey Beyond IPO 🚀
Newsletter
November 7, 2025
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4

min read

From Belief to Breakthrough: Nota AI’s Journey Beyond IPO 🚀

The Hidden Cost of Scaling AI: Why LLM Optimization Is No Longer Optional
Newsletter
September 30, 2025
|
3

min read

The Hidden Cost of Scaling AI: Why LLM Optimization Is No Longer Optional

From IPO Momentum to Next-Gen AI Solutions
Newsletter
September 1, 2025
|
5

min read

From IPO Momentum to Next-Gen AI Solutions

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