Hackernoon

Table of Links Abstract and Introduction Related work Methods 3.1 Positive-sum fairness 3.2 Application Experiments 4.1 Initial results 4.2 Positive-sum fairness Conclusion and References 4 Experiments Data We use chest radiographs from MIMIC-CXR-JPG [16,29]. The dataset has annotations for 14 findings. However, we focus on lung lesions, pneumonia, pleural effusion and consolidation as the diseases … Read more

Table of Links Abstract and Introduction Related work Methods 3.1 Positive-sum fairness 3.2 Application Experiments 4.1 Initial results 4.2 Positive-sum fairness Conclusion and References 3.2 Application To put this fairness notion into practice and show the difference with traditional group fairness, we compare three models which use sensitive attributes to a baseline model. The way … Read more

Table of Links Abstract and Introduction Related work Methods 3.1 Positive-sum fairness 3.2 Application Experiments 4.1 Initial results 4.2 Positive-sum fairness Conclusion and References 3 Methods 3.1 Positive-sum fairness We introduce the principle of positive-sum fairness, which analyzes fairness from the prism of harmful and non harmful disparities. When looking at changes in model performance … Read more

PALO ALTO, Calif., USA, December 30th, 2024/CyberNewsWire/–SquareX, an industry-first Browser Detection and Response (BDR) solution, leads the way in browser security. About a week ago, SquareX reported large-scale attacks targeting Chrome Extension developers aimed at taking over the Chrome Extension from the Chrome Store. On December 25th, 2024, a malicious version of Cyberhaven’s browser extension was … Read more

Introduction In today’s information-driven age, data is a critical resource for businesses, researchers, and individuals. However, this data often exists in silos—fragmented across systems, unstructured, and inaccessible for effective analysis. The challenge is not merely having vast amounts of data but making sense of it in meaningful ways. Enter Retrieval-Augmented Generation (RAG), a technique that … Read more

Building software can be complex. You might not have to think much about it when building your side project, but production software differs. It can require multiple components, all of which if not handled correctly can lead to chaos. But it doesn’t need to be this complex. In today’s article we will be delving into … Read more

Zero Trust Network Access, or ZTNA, is a network security framework that has been gaining steam in recent years as organizations become more aware and concerned about growing cybersecurity risks from a plethora of sources. However, all too often organizations are treating ZTNA as a one-stop shop for their security needs rather than as an … Read more

Hold on to your (Santa) hats, Arbitrum fam! Overlord.bot, the autonomous Trader AI Agent that’s redefining the DeFi game on X (formerly Twitter), just made Christmas way more interesting. In a mic-drop tweet dubbed the Pump Declaration, Overlord announced it will pump three lucky Christmas coins during the holiday season. That’s right, your first-ever AI … Read more

Migration is inevitable. But when businesses hear that word, it often triggers a wave of dread. Visions of endless processes, skyrocketing costs, and inevitable downtime start dancing in their heads. But does it have to be this complicated? At Corewide, we’ve helped hundreds of companies navigate the choppy waters of cloud adoption, working with every … Read more

Recently, a team that I know deployed their new code to production using all the right tools. Built in micro-service architecture, the project had 4 different services deployed on AWS Lambda, with their own databases, right IAM policies and everything automated using CFT and CI/CD pipelines, and a dedicated platform team to support them. Yet, … Read more

As a freelancer I’m deeply interested in those who are building better working environment for gig workers like me, so I reached out to Jack Thorogood, CEO Native teams — a leading global platform that offers streamlined solutions for work payments, employment, tax & wealth management, and mobility services. With an impressive track record of … Read more

I’ve always been captivated by the idea of running large language models directly on user devices. There’s something magical about running Llama 3.1 8B, one of the most advanced language models, on your computer or smartphone. In this post, I’ll introduce you to AQLM.rs, my latest pet project that brings Llama 3.1 8B to your … Read more

This is the last edition of this year’s “Tech, What the Heck!?” newsletter. Just like in 2023, all the editors at HackerNoon got together again to discuss what they thought were the most important themes and news bites of 2024. Here’s what we thought: Sheharyar – 2024 Made Me an AI Skeptic Last year, I … Read more

In 2024, AI startups basked in the glow of Big Tech’s generosity—APIs, funding, distribution, all handed over like party favors. Most AI wrapping wasn’t innovation; it was packaging. And it worked because APIs made it easy, investors made it glamorous, and nobody asked too many questions. But here’s the problem with wrapping paper: it doesn’t … Read more

“84% of organizations have experienced an identity-related breach in the last year.” — 2022 Identity Defined Security Alliance (IDSA) Report This striking statistic underscores the pervasive risks organizations face when managing identity and access. One key contributor to this alarming trend is over-provisioned and perpetual access, where users retain unnecessary privileges far beyond what their … Read more

In 2024 Large Language Model (LLM), Neuro-Linguistic Programming (NLP), Artificial Intelligence (AI), and Value Creation seem to be the buzzword and a constant theme, but it can be overwhelming to Segway into the ecosystem, so, let’s dive into a single concept RAG (Retrieval Augmented Generation) to build our understanding and how we can utilize it … Read more

2024 has been a favorable year for crypto. The introduction of MiCA in the EU, along with increasing regulatory transparency in other key jurisdictions, is gradually eliminating compliance risks, giving businesses the confidence to integrate crypto payments into their operations. Stripe, Paypal, and other providers began to offer middleman services for digital assets, and the … Read more

The need for safe, offline backup is driven by ransomware attacks, which I actually experienced in my company. However, there are also other kinds of needs to move files between workstations, home, and office computers, and there is a need to have backup in case of system crashes or accidental deletions. For such situations External … Read more

What’s your personal color? You’ve probably been asked this question a lot lately. Or maybe you’ve even asked yourself at some point. There’s a good reason why color analysis has been receiving so much hype these days. People want to make sure their next wardrobe addition perfectly matches their seasonal color palette. n While consulting … Read more

Live sports is a massive growth opportunity for New Hollywood streaming businesses who dominate connected TV. The global sports online live video streaming market was valued at $27.93 billion in 2024 and is projected to grow to $133.98 billion by 2031, with a compound annual growth rate of 24.64%. in 2024, digital sports viewers were expected to surpass … Read more

Table of Links Abstract and 1 Introduction 2. Related Work 3. Method and 3.1. Architecture 3.2. Loss and 3.3. Implementation Details 4. Data Curation 4.1. Training Dataset 4.2. Evaluation Benchmark 5. Experiments and 5.1. Metrics 5.2. Baselines 5.3. Comparison to SOTA Methods 5.4. Qualitative Results and 5.5. Ablation Study 6. Limitations and Discussion 7. Conclusion … Read more

Table of Links Abstract and 1 Introduction 2. Related Work 3. Method and 3.1. Architecture 3.2. Loss and 3.3. Implementation Details 4. Data Curation 4.1. Training Dataset 4.2. Evaluation Benchmark 5. Experiments and 5.1. Metrics 5.2. Baselines 5.3. Comparison to SOTA Methods 5.4. Qualitative Results and 5.5. Ablation Study 6. Limitations and Discussion 7. Conclusion … Read more

How are you, hacker? 🪐 What’s happening in tech today, December 30, 2024? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, The Farthest South in the Antarctica is Reached in 1902, The Union of Soviet Socialist Republics (USSR) is formed in 1922, and we present you with these top … Read more

Table of Links Abstract and 1 Introduction 2. Related Work 3. Method and 3.1. Architecture 3.2. Loss and 3.3. Implementation Details 4. Data Curation 4.1. Training Dataset 4.2. Evaluation Benchmark 5. Experiments and 5.1. Metrics 5.2. Baselines 5.3. Comparison to SOTA Methods 5.4. Qualitative Results and 5.5. Ablation Study 6. Limitations and Discussion 7. Conclusion … Read more

The journey into building AI-driven SaaS took us into uncharted waters, especially once we realized how badly these old-school industries needed it. In part 1 of this series, I talked about the roadblocks we hit in building our first ERP product. Now, let’s dive into how AI helped us pivot and unlock new opportunities in … Read more

Cineflicks, an upcoming OTT streaming platform, is set to redefine the entertainment landscape by launching a revolutionary “watch-to-earn” model that rewards users with cryptocurrency tokens for every minute of content consumed. Aiming to go beyond traditional subscription-based services, Cineflicks provides users with not only diverse and engaging content but also the opportunity to earn CNF … Read more

Seychelles, December 30, 2024 — MEXC, a leading global cryptocurrency exchange, announces the launch of its exclusive SVIP New Year Trading Fee Promotion, designed to empower sophisticated traders with zero-fee Futures trading and exclusive rewards. This latest initiative underscores MEXC’s commitment to providing value-added services that cater to the evolving needs of the diverse crypto … Read more

We are back with another Company of the Week feature! Every week, we share an awesome tech brand from our tech company database, making their evergreen mark on the internet. This unique HackerNoon database ranks S&P 500 companies and top startups of the year alike. This week, we are proud to present Fastex, the all-encompassing ecosystem redefining the … Read more

:::info Authors: (1) Martyna Wiącek, Institute of Computer Science, Polish Academy of Sciences; (2) Piotr Rybak, Institute of Computer Science, Polish Academy of Sciences; (3) Łukasz Pszenny, Institute of Computer Science, Polish Academy of Sciences; (4) Alina Wróblewska, Institute of Computer Science, Polish Academy of Sciences. ::: :::tip Editor’s note: This is Part 10 of … Read more

:::info Authors: (1) Martyna Wiącek, Institute of Computer Science, Polish Academy of Sciences; (2) Piotr Rybak, Institute of Computer Science, Polish Academy of Sciences; (3) Łukasz Pszenny, Institute of Computer Science, Polish Academy of Sciences; (4) Alina Wróblewska, Institute of Computer Science, Polish Academy of Sciences. ::: :::tip Editor’s note: This is Part 9 of … Read more