auum

Over the last few years a number of open source machine learning 
projects have emerged that are capable of raising the frame rate of 
source video to 60 frames per second and beyond, producing a smoothed, 
'hyper-real' look.

Why It’s Very Difficult to Create AI-Based Slow Motion

This article takes a step back and examines how AI is being applied across the full lifecycle of operating global production systems

Principles for Operating Large-Scale Production Systems With AI-Augmented Operations

MaGGIe achieves feature temporal consistency in videos using bidirectional Conv-GRU. It utilizes A100 GPUs and AdamW optimization for robust results.

Optimizing Video Matting: Curriculum Learning and Motion Blur Augmentation

Visualizes BSGAL's ability to select high-quality generated samples and discard low-quality ones. Also shows scene complexity augmented by instance augmentation

Visualizing Data Filtering and Augmentation in Generative Active Learning

Discover which altcoins stand out in autumn 2025 — from Solana’s real retail flow to Sui’s DeFi growth, BNB’s user scale, and FET’s AI merger.

Top 7 Altcoins of Autumn 2025: Analysis of SOL, ADA, SUI, FET, DOGE, AAVE, and BNB

Remote Agents in Augment Code now run autonomously from VS Code, handling parallel tasks like bug fixes and PRs—boosting dev workflows even while you're offline

Agents Everywhere—Augment Brings Async Coding Power to Your IDE

GenAI is revolutionizing the future of recommender systems and redefining personalization.

Personalization at Scale: How GenAI Augments (Not Replaces) Recommenders

Augment launches Auggie CLI, an AI coding agent designed for terminal use, enhancing team collaboration and efficiency in software development.

‘Auggie CLI’ Marks Augment’s Push Into Terminal-Based AI Development

Defining the concept of a free and fair economy by formalizing four core principles of market justice: Anonymity, Local Efficiency, Unproductivity, Marginality.

The ALUM Principles: How Fairness Shapes a Free Economy

This week, HackerNoon features Augment Code, an AI-powered developer platform that helps experienced developers understand, debug, and navigate large code base.

Meet Augment Code: HackerNoon Company of the Week

Mahesh Babu MG’s AI co-pilot for SAP PP/DS boosts decision speed by 30% and cuts late orders by 12%, transforming manufacturing planning efficiency.

Mahesh Babu MG: Pioneering AI-Augmented Decision Quality in SAP Manufacturing Planning

HyperCube Motors’ Nyla AI-nurse tackles the global nursing shortage by automating non-critical tasks, boosting efficiency, and enhancing patient care.

Addressing the Nursing Crisis: How HyperCube Motors' Nyla Augments Healthcare Teams

Shadow injection is synthetic or adversarial context into an agent’s workflow: a poisoned resource, a spoofed tool response, hidden prompt injected in memory. 

Shadow Injection and Adversarial Testing in Tool-Augmented Agents

Large Language Models (LLMs) and AI Agents interact as a system that wraps an LLM with memory, planning and action. The security profile for this is developing.

Building Trustworthy Agents: Why Secure Context Matters in a Tool-Augmented World

Explore the inherent challenges in even high-performing small LLMs like phi-3-mini, such as factual limitations and language restrictions

Navigating LLM Frontiers: phi-3's Weaknesses and Augmentation Pathways

Explore how MetaMathQA uses GPT-3.5 to rephrase, verify, and augment 395K math reasoning questions with advanced AI reasoning techniques.

MetaMathQA: AI-Augmented Math Dataset with 395K Samples

AI is helping attackers level up. Here’s how phishing, recon, and exploitation are evolving and why outdated defenses won’t cut it anymore.

"Vibe Hacking" and the Rise of the AI-Augmented Attacker

Web augmentation lets you modify web pages without touching the original website's code. 

The Internet Wasn’t Built for You—Web Augmentation Fixes That

This section details the datasets (CIFAR, TinyImageNet), pruning algorithms (including MetriQ), query model training, score extraction, and data augmentation

Fair Data Pruning Implementation: Datasets, Methods, and Augmentation

Summary of TnT-LLM findings: automated taxonomy generation outperforms clustering, LLMs are effective evaluators (with caveats), and more

TnT-LLM: High-Quality Automated Text Mining and Efficient LLM-Augmented Classification

We explore using GPT-4 for large-scale text annotation and train lightweight classifiers on these labels, comparing their accuracy and efficiency

LLM-Augmented Text Classification: Distilling GPT-4 Labels into Efficient Classifiers

Platforms like OpenAI's Playground, n8n, Cursor AI, and various other AI- assisted tools are transforming the role of product managers.

AI-Augmented Development: Redefining the Role of Product Managers

Achieve efficiency and reliability in your GenAI RAG workflows with KubeMQ for seamless message handling and FalkorDB for fast, scalable data storage/retrieval.

The One Tool You Absolutely Need to Efficiently Scale Retrieval-Augmented Generation

Explore how hyperparameter tuning in ADA affects model performance, robustness, and optimization with a 1D cosine data example and minibatch augmentation.

How Hyperparameter Tuning Enhances Anchor Data Augmentation for Robust Regression

Aujourd'hui encore en France, nous consommons plus de 5 milliards de gobelets jetables chaque année

AUUM

auum.fr

100 emps

Since 2019

auum's stories on HackerNoon

Why It’s Very Difficult to Create AI-Based Slow Motion

Principles for Operating Large-Scale Production Systems With AI-Augmented Operations

Optimizing Video Matting: Curriculum Learning and Motion Blur Augmentation

Visualizing Data Filtering and Augmentation in Generative Active Learning

Top 7 Altcoins of Autumn 2025: Analysis of SOL, ADA, SUI, FET, DOGE, AAVE, and BNB

Agents Everywhere—Augment Brings Async Coding Power to Your IDE

Personalization at Scale: How GenAI Augments (Not Replaces) Recommenders

‘Auggie CLI’ Marks Augment’s Push Into Terminal-Based AI Development

The ALUM Principles: How Fairness Shapes a Free Economy

Meet Augment Code: HackerNoon Company of the Week

Mahesh Babu MG: Pioneering AI-Augmented Decision Quality in SAP Manufacturing Planning

Addressing the Nursing Crisis: How HyperCube Motors' Nyla Augments Healthcare Teams

Shadow Injection and Adversarial Testing in Tool-Augmented Agents

Building Trustworthy Agents: Why Secure Context Matters in a Tool-Augmented World

Navigating LLM Frontiers: phi-3's Weaknesses and Augmentation Pathways

MetaMathQA: AI-Augmented Math Dataset with 395K Samples

"Vibe Hacking" and the Rise of the AI-Augmented Attacker

The Internet Wasn’t Built for You—Web Augmentation Fixes That

Fair Data Pruning Implementation: Datasets, Methods, and Augmentation

TnT-LLM: High-Quality Automated Text Mining and Efficient LLM-Augmented Classification

LLM-Augmented Text Classification: Distilling GPT-4 Labels into Efficient Classifiers

AI-Augmented Development: Redefining the Role of Product Managers

The One Tool You Absolutely Need to Efficiently Scale Retrieval-Augmented Generation

How Hyperparameter Tuning Enhances Anchor Data Augmentation for Robust Regression

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