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How do successful projects usually get started? Quickly, without long discussions, in startup mode: we build features and deal with technical debt later. Under such conditions, it’s hard to establish an architecture that would allow the project to continue evolving after 5–7 years. The frontend part of our project was no exception. In this article, I’ll explain how we transitioned from a classic React...

AQUI9 provides innovative, data-driven solutions for fish farming, helping producers optimize feed management, reduce costs, and improve sustainability with precision technology. FishFarmingInnovation #SmartAquaculture #SustainableFishFarming #TechForAquaculture #OptimizedFeedManagement #DataDrivenAquaculture #AgriTechSolutions #WaterQualityMatters #ReduceCostsBoostEfficiency #IoTInAquaculture

Super Duper Studios has been nominated in HackerNoon's annual Startups of The Year awards - who are we, you might ask? Read on to find out.

Scroll,** the leading zero-knowledge rollup for Ethereum, announced the launch of its native token, $SCR today. Scroll will be introducing the next generation of reward programs, to generate new ways of fostering innovation. Scroll Open, a new program designed to reward the most innovative, creative, and fast-growing builders on Scroll will provide retro grants with a potential allocation size of US$100 million.

ApeExpress has officially launched on ApeChain, offering a streamlined platform for users to create and deploy tokens quickly. $BORED is one of the first tokens to debut and has gained significant traction. Its success is driven by its native fit to the Ape chain narrative, drawing inspiration from the Bored Ape Yacht Club (BAYC) project.

**DUBAI, United Arab Emirates, October 21st, 2024/Chainwire/--Sui,**the Layer 1 blockchain known for its industry-leading performance and scalability, today announced the opening of its first SuiHub in collaboration with Ghaf Group, the leading blockchain partner in the MENA region. The center will be the first of s...

In this environment, voter education and awareness become as crucial as the laws themselves. The dissemination of information on how to discern real from synthetic media, alongside a discerning eye for what we consume and share, is paramount. It's a collective effort—a blend of legal, corporate, and individual actions—that shapes our resilience against the rising tide of AI-generated misinformation. As the 2024 election approaches,...

Cropler is the world’s first real-time remote photo plant monitoring technology that is about to become an AI-powered digital agronomical assistant. Cropler uses smart AI- powered mobile [agri-camera) to help [farmers] and [agroholdings] identify the key phenophases, diseases, and inputs efficiency.

Beyond initial dataset labeling, the proposed framework has several applications in GNN learning paradigms, including fair k-shot learning—where a model classifies new examples based on a limited number of labeled instances—and fairness constraints, which ensure equitable predictive performance across structural groups by penalizing parameters with low distortion.

Startups of the Year is HackerNoon’s Flagship community-driven event celebrating startups that survived and thrived in 2024. 150,000+ startups across 100+ industries, 4200+ cities and six continents are participating this year to be crowned the best startup. Here's how you can nominate your favorite startups.

Buckle up, because we're about to dive deep into the murky waters of human psychology, neuroscience, and the billion-dollar motivation industry.

Bunnyshell has been nominated in HackerNoon's annual Startups of The Year awards as one of the best startups in North America.

Navigating the M&A process (for startup founders and tech leaders) - collecting relevant data about your business, working through due diligence and negotiating with the potential buyer.

Aptos and MEXC have joined forces to launch a series of events centered around Aptos' native token, APT. The event officially starts on October 21, 2024, and all users have the opportunity to participate and share the grand prizes through events such as Locked Savings and futures trading.

Comfort can cost you your dreams. Stop playing it safe start chasing your passion to live a life of fulfillment before it's too late.

This blog post shows how to create a knowledge graph using LangChain. The code is available on GitHub. You need to set up a Neo4j instance. For this demonstration, we will use [Elizabeth I’s] Wikipedia page. We can use [LangChain loaders] to fetch and split the documents from Wikipedia.

Gov. Newsom signed five A.I.-focused bills into law. Three of the laws tackle the spread of election-related misinformation. The laws come after a high-profile incident involving X CEO Elon Musk. Musk shared a deepfake video that falsely portrayed Vice President Kamala Harris as a "diversity hire"

Bitrix24 appeal lies in its ability to consolidate a wide array of business tools into a single, cohesive system. This all-encompassing ecosystem includes Customer Relationship Management (CRM), project management, communication tools, document management, human resource management (HRM), marketing automation, sales automation, and integration capabilities through APIs. By unifying these functions, Bitrix24 eliminates the need for disparate systems and complex integrations, offering businesses a seamless...

DeltaPrime, a leading DeFi prime brokerage, has unveiled a robust reimbursement plan following the recent security breach on September 16th. This resulted in a loss of $5.98 million on the Deltaprime Blue (Arbitrum) protocol. DeltaPrime committed to fully compensate all affected users through a combination of strate...

How are you, hacker? 🪐Want to know what's trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. How Fortnite Creative and UEFN Is The Next Big Creative Moneymaker and Why By @goldiechan [ 6 Min read ] Fortnite Creative ...

This work explores the connection between topology awareness and GNN generalization performance, introducing a framework based on metric embedding. A case study validates these findings, highlighting their relevance to real-world applications like active learning. However, the study's limitations include overlooking the internal mechanisms that reduce distortion and focusing solely on the transductive setting, leaving room for future research in inductive settings.

The case study examines how GNN models generalize across subgroups defined by their shortest-path distance to the training set. Results show that GNNs perform better on structurally closer subgroups, aligning with theoretical predictions on fairness and accuracy. Insights from the study are applied to solve the cold start problem in graph active learning, using a coverage-based sampling algorithm for improved model performance and fairness.

This section introduces two key theorems about the generalization performance of GNNs. The first shows how structural distance impacts accuracy, while the second highlights potential fairness issues across different subgroups. Additionally, the findings are linked to deep learning spline theory, suggesting a "valley effect" in GNN performance based on structural proximity to the training set.