Simplifying Object Creation and Cleanup With IF [NOT] EXISTS in Oracle Database 23ai

Oracle Database 23ai introduces a long-awaited improvement for managing database objects gracefully support for the IF [NOT] EXISTS clause in DDL statements. This enhancement simplifies schema management by preventing runtime errors when creating or dropping objects that may or may not already exist. For DBAs and developers building reusable, idempotent deployment scripts, this feature marks … Read more

What 3,100 Dead Leads Taught Us About AI, SMS and Scalable Follow-Up That Converts

Is your CRM more “graveyard” than “growth engine?” n You’re not alone. Thousands of contacts sit in cold storage: once warm, now silent. Leads you paid for. Leads that once showed intent. Now? Cash purgatory. Let’s be real: follow-up is hard. After two decades selling tech stuff I understand: It’s time-consuming It requires creativity most … Read more

Harnessing the Power of Data Warehouses in Healthcare

The modern world revolves around data. It is essential for decision making across all sectors, and healthcare is no exception. Actually, around 30% of the world’s data volume is produced by the healthcare sector alone. Records and reports are collected for each patient’s diagnosis, hospital admission, home care, and prescription. Maintaining an efficient system for … Read more

Bloomberg TV of Bitcoin: Borja Martel Seward on Pioneering Crypto’s Top Bitcoin Broadcasting Network

In a financial landscape often focused on Bitcoin as merely an asset, Borja Martel Seward, Co-Founder and CEO of Roxom and RoxomTV, offers a refreshing, Bitcoin-native vision. His companies are not just in the crypto space; they are building foundational pillars directly on top of the Bitcoin network. This interview delves into Roxom’s Bitcoin-denominated exchange … Read more

The Future of AI Compute is Distributed

The US-Gulf AI Alliance and the Future of AI Power On 14 February 1945, Franklin D. Roosevelt met Saudi King Abdul Aziz aboard the USS Quincy and put together an important deal: Washington guaranteed security and engineering expertise (via what became Aramco), and in return, Riyadh guaranteed reliable petroleum priced in U.S. dollars. The agreement birthed both … Read more

Why Test-Driven Vibe Coding is the Bold New Future of Software Development

The Collision of Two Development Paradigms The software development landscape is experiencing a dramatic shift with the emergence of “vibe coding” – a fresh take in coding where users express their intention using plain speech, and the AI transforms that thinking into executable code. This AI-powered development approach has rapidly gained traction, with startups with … Read more

Meet BTCWire: HackerNoon Company of the Week

Welcome to HackerNoon Company of the Week, where every week we introduce you to a prominent tech company with innovative ideas and ample drive to change the world. All the data and information are taken from HackerNoon’s tech company database, where we rank S&P 500 companies and top startups. This week, we introduce BTCWire, a … Read more

From Pain Points in Product Management to a Billion dollar Platform: Research-Driven PM Analysis

The Market: Product management software market growing at 7.2% CAGR, reaching $49.3B by 2031. Key Success Factors: Customer-Centric Architecture – Built data model around customers, not features (research shows 60% higher profitability) Land-and-Expand Strategy – Start small, expand systematically (5,500+ customers, strong NRR) AI Integration – Productboard Pulse automates feedback analysis, creating competitive moats Platform … Read more

We’re At a Fork in the Road for AI Development

In 2014, Google announced its $500 million dollar acquisition of DeepMind, a London-based AI research startup as part of ongoing efforts to invest in the then-incipient Machine Learning market, fueled by the ever-increasing availability of powerful compute as dictated by Moore’s Law. Just a year later, in 2015, a joint partnership between some of the … Read more

Global Crypto Exchange ‘IMBX’ Debuts With Next-Generation Trading Platform

Vilnius, Lithuania, June 10th, 2025/Chainwire/–IMBX, a new global cryptocurrency exchange, has officially launched its trading platform, introducing a next-generation solution built on high-performance technology, robust security, and an intuitive user interface. The launch positions IMBX as a strong contender in the global digital asset trading space. Industry-Leading Security Protecting Assets and Data At the core … Read more

Ultimate Blockchain Nodes Guide: What Is It and How Does It Work?

Blockchain technology powers everything from cryptocurrencies to decentralized applications, but at the heart of it all lies a crucial component: the node. Whether you’re a developer, investor, or tech enthusiast, understanding what blockchain nodes are and how they work is essential to grasping the mechanics of decentralized systems. Please sit down and make yourself comfortable. … Read more

THE TRANS-COW REBELLION

THE TRANS-COW REBELLION One of farmer Grover T Farrow’s bulls walked into his office Tuesday. He sat down in the chair across from his desk and started speaking perfect English. “We have to talk. There are some important things we have to straighten out.” Grover was flabbergasted. This never happened before. He stammered, “You’re a … Read more

Defensive Stocks Offer Value as US Recession Fears Refuse to Go Away

Market uncertainty is becoming an increasingly common phenomenon in the 21st Century. Now, as the prospect of steep tariffs threatens to transform global trade, defensive stocks are once again showing their appeal to investors. The dotcom bubble bursting, the 2008 financial crash, and the COVID-19 crisis have all led to recessions in the United States … Read more

The TechBeat: Android Users Can Now Simulate Phishing Attacks with PyPhisher on Termux—Here’s How (6/10/2025)

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. ## The Case for a Decentralized Cloud: How Vendor Lock-in Broke Cloud Storage By @siafoundation [ 7 Min read ] Cloud storage … Read more

5 Key Metrics to Evaluate Few-Shot Remote Sensing Models

Table of Links Abstract and Introduction Backgrounds Type of remote sensing sensor data Benchmark remote sensing datasets for evaluating learning models Evaluation metrics for few-shot remote sensing Recent few-shot learning techniques in remote sensing Few-shot based object detection and segmentation in remote sensing Discussions Numerical experimentation of few-shot classification on UAV-based dataset Explainable AI (XAI) … Read more

Top Remote Sensing Datasets for Training and Evaluating AI Models

Table of Links Abstract and Introduction Backgrounds Type of remote sensing sensor data Benchmark remote sensing datasets for evaluating learning models Evaluation metrics for few-shot remote sensing Recent few-shot learning techniques in remote sensing Few-shot based object detection and segmentation in remote sensing Discussions Numerical experimentation of few-shot classification on UAV-based dataset Explainable AI (XAI) … Read more

Understanding the 3 Main Types of Remote Sensing Sensor Data

Table of Links Abstract and Introduction Backgrounds Type of remote sensing sensor data Benchmark remote sensing datasets for evaluating learning models Evaluation metrics for few-shot remote sensing Recent few-shot learning techniques in remote sensing Few-shot based object detection and segmentation in remote sensing Discussions Numerical experimentation of few-shot classification on UAV-based dataset Explainable AI (XAI) … Read more

Few-Shot vs. One-Shot vs. Zero-Shot Learning

Table of Links Abstract and Introduction Backgrounds Type of remote sensing sensor data Benchmark remote sensing datasets for evaluating learning models Evaluation metrics for few-shot remote sensing Recent few-shot learning techniques in remote sensing Few-shot based object detection and segmentation in remote sensing Discussions Numerical experimentation of few-shot classification on UAV-based dataset Explainable AI (XAI) … Read more

How Few-Shot Learning Enhances UAV-Based Image Analysis

:::info Authors: (1) Gao Yu Lee, School of Electrical and Electronic Engineering, Nanyang Technological University, 50 Nanyang Ave, 639798, Singapore (GAOYU001@e.ntu.edu.sg); (2) Tanmoy Dam, School of Mechanical and Aerospace Engineering, Nanyang Technological University, 65 Nanyang Drive, 637460, Singapore and Department of Computer Science, The University of New Orleans, New Orleans, 2000 Lakeshore Drive, LA 70148, … Read more

Multi-Token Prediction Performance on GSM8K Mathematical Reasoning

Table of Links Abstract and 1. Introduction 2. Method 3. Experiments on real data 3.1. Benefits scale with model size and 3.2. Faster inference 3.3. Learning global patterns with multi-byte prediction and 3.4. Searching for the optimal n 3.5. Training for multiple epochs and 3.6. Finetuning multi-token predictors 3.7. Multi-token prediction on natural language 4. … Read more

Multi-Token Prediction for Abstractive Text Summarization: ROUGE Metrics

Table of Links Abstract and 1. Introduction 2. Method 3. Experiments on real data 3.1. Benefits scale with model size and 3.2. Faster inference 3.3. Learning global patterns with multi-byte prediction and 3.4. Searching for the optimal n 3.5. Training for multiple epochs and 3.6. Finetuning multi-token predictors 3.7. Multi-token prediction on natural language 4. … Read more

Limited Gains: Multi-Token Training on Natural Language Choice Tasks

Table of Links Abstract and 1. Introduction 2. Method 3. Experiments on real data 3.1. Benefits scale with model size and 3.2. Faster inference 3.3. Learning global patterns with multi-byte prediction and 3.4. Searching for the optimal n 3.5. Training for multiple epochs and 3.6. Finetuning multi-token predictors 3.7. Multi-token prediction on natural language 4. … Read more

CodeContests Finetuning: Details for Multi-Token LLMs

Table of Links Abstract and 1. Introduction 2. Method 3. Experiments on real data 3.1. Benefits scale with model size and 3.2. Faster inference 3.3. Learning global patterns with multi-byte prediction and 3.4. Searching for the optimal n 3.5. Training for multiple epochs and 3.6. Finetuning multi-token predictors 3.7. Multi-token prediction on natural language 4. … Read more