10 PR Myths in 2025, And What the Data Actually Shows

Public relations is at a turning point. Traditional tactics and the rise of generative AI has reshaped how audiences discover and trust information. As the industry shifts, assumptions naturally emerge. Many of these assumptions sound logical, but fresh data reveals that they don’t hold up in practice. The gap between traditional PR instincts and modern … Read more

The Harsh Math of AI: 78% Adoption, 90%+ Disappointment with Generative AI ROI

AI has become a corporate standard, but mass adoption hasn’t guaranteed mass success. Here’s why so many enterprises are struggling to turn hype into measurable value and what explains AI adoption failure reasons in 2025. AI is everywhere, but not everyone is happy In 2025, artificial intelligence in business 2025 isn’t a bold experiment anymore … Read more

Killing the 7-Day Week

I quit my job because I wanted freedom of time. But even running my own company, I still hated Mondays. Why? Because Monday was the day after Sunday. And every Sunday I felt fucking miserable just knowing the next day I had meetings I dreaded. Not because I chose them. But because society decided Monday … Read more

Overcoming Ceiling Performance: Using Complexity Filtering for Harder Inverse Graphics Benchmarks

Table of Links Abstract and 1. Introduction Background & Related Work Method 3.1 Sampling Small Mutations 3.2 Policy 3.3 Value Network & Search 3.4 Architecture Experiments 4.1 Environments 4.2 Baselines 4.3 Ablations Conclusion, Acknowledgments and Disclosure of Funding, and References Appendix A. Mutation Algorithm B. Context-Free Grammars C. Sketch Simulation D. Complexity Filtering E. Tree … Read more

From Program to Sketch: Modeling Non-Deterministic Observations in Code Generation

Table of Links Abstract and 1. Introduction Background & Related Work Method 3.1 Sampling Small Mutations 3.2 Policy 3.3 Value Network & Search 3.4 Architecture Experiments 4.1 Environments 4.2 Baselines 4.3 Ablations Conclusion, Acknowledgments and Disclosure of Funding, and References Appendix A. Mutation Algorithm B. Context-Free Grammars C. Sketch Simulation D. Complexity Filtering E. Tree … Read more

Mutuum Finance Presale Momentum

Cardano has been facing continuous selling pressure, with its Relative Strength Index (RSI) now sitting at 36.6. This persistent oversold signal has opened the possibility of a short-term rebound. ADA is trading at $0.816, sliding 1.38% today, and remains below both its MA-20 and MA-50 levels. However, the coin is still above its MA-200, suggesting … Read more

The HackerNoon Newsletter: Money and Crypto: How Much Actually Exists in 2025 (9/26/2025)

How are you, hacker? 🪐 What’s happening in tech today, September 26, 2025? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, Space Shuttle STS 79 (Atlantis 17), Lands in 1996, The Three-dollar Coins and Gold Dollar Abolished in 1890, The Concorde Supersonic Speed Record in 1973, and we present … Read more

The best HackerNoon stories you might have skipped 👀

Hey Hackers! Between deadlines, drafts, and day jobs, it’s easy to miss some of the best stories on HackerNoon. Don’t worry—we’ve rounded up highlights across tech, startups, AI, gaming, and more. :::tip Want to make the next list? Start working on your next story here! ::: Gaming Optimizing the Ever-Growing Balance in an 11-Year-Old Game … Read more

Google Workload Identity Federation, OIDC, Dex and TypeScript: Connect your B2B to Gemini and Vertex

This guide will be thorough and skimmable so you can access the pieces you want directly. There will be an accompanying GitHub repo (Coming soon) that you can use to go through this. Index: About Errata What This Guide Covers and Does Not. What about LLMs and tools? (Gemini, Claude, Claude Code, Cursor, etc.) Definitions … Read more

Master AI-Driven Cloud Data Lake Migration with BigQuery Embeddings

Problem Statement “Moving from one proven platform to another is less about change and more about aligning with the future direction of the organization.“ Cloud data lake migration comprises a wide scope, such as lifting and shifting tables, migrating workloads, setting up the network, evaluating Data Ingestion strategies, reviewing the Data Consumption strategies, analyzing Analytics … Read more

A New Era for Digital Advertising – Redefined by Klink Finance

Klink Finance is building a Web3-powered ad ecosystem where users get paid directly for engagement through cash, crypto, or tokens while brands gain higher-quality leads at lower costs. Co-founders Philip Jonitz and Chris James Murphy share how they’re bridging Web2 ads with Web3 rewards, tackling challenges like privacy, ad fatigue, and user acquisition inefficiency.

Building LetterLens: An OCR-Powered Android App With Kotlin + ML Kit, and Ktor

The first time I saw my family struggle to interpret the NHS and council letters, I decided to create an application that explains these letters in plain English. Government letters are unstructured data full of dates, instructions, codes, and jargon, but mostly people only need to know three things: what it’s about, when it’s happening, … Read more

5 Steps to Launching a Lovable Vibecoding Project (and Why Skipping Step 3 Will Cost You)

After 8 years of building everything from appointment booking solutions to AI-powered applications, I find Lovable to be extremely interesting. Here are the 5 crucial steps I used to launch my latest Lovable vibecoding project, and why most people skip step 3. Step 1: Set Yourself Up to “Vibe” One thing I’ve learned in these … Read more

The Role of Context Memory in AI Chatbots: Why Yesterday’s Messages Matter

Every day, artificial intelligence chatbots play a role in our interactions, customer support, productivity tools, and more, acting as digital assistants for typical conversations. However, the true “intelligence” of the chatbot depends on “memory”. Now, think about having a dialogue with someone who does not remember anything from yesterday; this would require you to repeat … Read more

Thirty Reports, Zero News: The AI PR Machine Has Gone Too Far

I’ve lost count of how many AI reports have landed in my inbox this week—actually, no, I haven’t: over thirty. Thirty-plus “groundbreaking” AI studies, surveys, forecasts, and whitepapers, all churned out by PR agencies desperate to hitch their clients to the AI bandwagon. And honestly? It’s getting stale. Painfully stale. Every single report follows the … Read more

Dissecting the Master Server: How DolphinScheduler Powers Workflow Scheduling

In modern data-driven enterprises, a workflow scheduling system is the “central nervous system” of the data pipeline. From ETL tasks to machine learning training, from report generation to real-time monitoring, almost all critical business processes rely on a stable, efficient, and scalable scheduling engine. The author believes that Apache DolphinScheduler 3.1.9 is a stable and … Read more

If You’re an AppSec Engineer, You’re Lucky

We live in crazy times. AI is automating code, and it’s also automating the exploitation of vulnerabilities. Code written by AI introduces new kinds of vulnerabilities we never imagined, alongside the same old ones, but on a much larger scale. We don’t yet know how to deal with that. Everyone is adopting new technologies, and … Read more

LangGraph Beginner to Advance: Part 1: Introduction to LangGraph and Some Basic Concepts

Welcome to this LangGraph Beginner to Advance series. LangGraph has is one of the most popular frameworks for building Agentic AI applications. With Agentic AI, the application has a lot more scope and tasks to accomplish by navigating various flows and autonomously invoking various agents to fulfill a task completely. LangGraph is built within the … Read more

Money and Crypto: How Much Actually Exists in 2025

When someone says ‘bitcoin will replace the dollar’, few clarify how much money actually exists in the world. Crypto loves to compare itself with global money supply. Let’s see how much money circulates and what share crypto takes on this background. The answer depends on what we count as money: only paper bills or everything … Read more

Ethereum’s Node Problem: Who Really Hosts Web3?

Ethereum may be the world’s most decentralized smart contract platform, but look beneath the surface and a different story emerges. For all the talk of permissionless innovation and unstoppable code, the physical machines that keep Ethereum alive are not scattered in basements and hacker garages—they’re overwhelmingly hosted on centralized cloud providers. Recent analyses show that … Read more

If They Can Teach You, They Can Replace You

Let me tell you about two developers I know. Developer A has a computer science degree from Stanford. Knows React, Python, JavaScript—all the “hot” skills. Charges $50/hour on Upwork and constantly gets undercut by someone willing to work for $30/hour. Developer B dropped out of community college. But they’ve developed an intuitive understanding of user … Read more

Why AI Projects Fail: Lessons from the Rise and Fall of Artifact

AI has the potential to transform industries, but many AI projects struggle to meet their goals. These projects often fail to scale or deliver expected results. While the technology itself may be strong, the reasons behind failure typically extend beyond the technology. In many cases, AI projects falter because they don’t align with market needs … Read more