As AI Advances, Researchers Push for Models That Reason Like Humans

As AI models become more powerful, they also become harder to understand. While accuracy skyrockets, explainability often falls by the wayside. This post explores how explainable AI (XAI) is evolving to keep up with next-gen systems like large language models (LLMs) and generative tools — and why human-centered reasoning might be the next frontier. Can … Read more

The Handoff Model: A New Lens for Sociotechnical Change

Table of Links Abstract and 1. Introduction 2. Related Work 3. Theoretical Lenses 3.1. Handoff Model 3.2. Boundary objects 4. Applying the Theoretical Lenses and 4.1 Handoff Triggers: New tech, new threats, new hype 4.2. Handoff Components: Shifting experts, techniques, and data 4.3. Handoff Modes: Abstraction and constrained expertise 4.4 Handoff Function: Interrogating the how … Read more

How Accurate Are Etherscan and EthGasStation’s Ethereum Transaction Time Estimates?

Table of Links Abstract and 1 Introduction 2 Background and 2.1 Blockchain 2.2 Transactions 3 Motivating Example 4 Computing Transaction Processing Times 5 Data Collection and 5.1 Data Sources 5.2 Approach 6 Results 6.1 RQ1: How long does it take to process a transaction in Ethereum? 6.2 RQ2: How accurate are the estimates for transaction … Read more

NimbusNet: Building a High‑Performance Echo & Chat Server Across Boost.Asio and Io_uring

We design and benchmark a cross‑platform echo & chat server that scales from laptops to low‑latency Linux boxes. Starting with a Boost.Asio baseline, we add UDP and finally an io_uring implementation that closes the gap with DPDK‑style kernel‑bypass—all while preserving a single, readable codebase. Full code is available here: https://github.com/hariharanragothaman/nimbus-echo Motivation Real‑time collaboration tools, multiplayer … Read more

Every Founder Dreams of That Big Seed Round, But..

Every founder dreams of that big seed round, the Series A, the venture capital influx that propels their startup into the stratosphere. The headlines scream about massive valuations and unicorn status, making VC funding feel like the ultimate validation. But what those headlines often gloss over is the quiet cost of that capital: dilution. Every … Read more

Now That You Have Attention, Context is All You Need: the Next Challenge to Solve In AI

This is my sequel to the famous Transformers paper titled “Attention is all you need”. The technology described in that paper has led to almost every major breakthrough in AI in the past seven years, everything from ChatGPT to Google’s video generation model, Veo and everything in between.  The original paper was focused on helping … Read more

Swarm Robotics: The Future Belongs to the Collective

  The rapidly evolving field of robotics is continuously seeing numerous innovations, but one in particular stands out for its efficiency: swarm robotics. The burgeoning technology draws inspiration from ants, bees, and flocks of birds, whose collective behavior allows them to accomplish more complex tasks than an individual acting on its own would be capable … Read more

Transparency’s Double-Edged Sword in Census Privacy

Table of Links Abstract and 1. Introduction 2. Related Work 3. Theoretical Lenses 3.1. Handoff Model 3.2. Boundary objects 4. Applying the Theoretical Lenses and 4.1 Handoff Triggers: New tech, new threats, new hype 4.2. Handoff Components: Shifting experts, techniques, and data 4.3. Handoff Modes: Abstraction and constrained expertise 4.4 Handoff Function: Interrogating the how … Read more

Noise, Numbers, and the New Normal for U.S. Census Data

Table of Links Abstract and 1. Introduction 2. Related Work 3. Theoretical Lenses 3.1. Handoff Model 3.2. Boundary objects 4. Applying the Theoretical Lenses and 4.1 Handoff Triggers: New tech, new threats, new hype 4.2. Handoff Components: Shifting experts, techniques, and data 4.3. Handoff Modes: Abstraction and constrained expertise 4.4 Handoff Function: Interrogating the how … Read more

Ukraine Emerges as Drone Warfare Leader, Reversing Roles with NATO in Military Innovation

Ever since the onset of Russian aggression against Ukraine eleven years ago, military training has been a core element of Western support for the Ukrainian Armed Forces. As Moscow’s invasion has escalated into the largest European war since World War II, the relationship between Ukraine and the country’s partners has become much more of a … Read more

Meet Meetify, Winner of Startups of The Year 2024 in Charlotte/Productivity

The special Startups of The Year 2024 Winners Interview series is a celebration of all this year’s Tech Champions. You’ve earned it! The HackerNoon community can’t wait to learn more about your journey! https://hackernoon.com/startups/north-america/north-america-charlotte-nc-usa?stup=679ab8ae6289dfd6a5e19ed8&embedable=true Tell us about you. Meetify is on a mission to make meeting up as easy as saying, “Let’s grab coffee.” We’re … Read more

The Real Complexity Behind ‘Just Make a Simple Fintech Service’ — and 5 Tactics to Survive It

“Just make a simple fintech service” — that’s usually how the task gets tossed out. One line, no context, full responsibility. Everyone knows it won’t be easy, but no one tells you why. In fintech, you’re not building a single feature. You’re building a chain of dependencies where any link — payment gateways, processing providers, … Read more

How I Built a Healthcare Chatbot Without Prompt Engineering—Thanks to Parlant’s Guideline-Driven AI

I want to share my experience building customer-facing AI conversations with Parlant. Building reliable AI conversations became surprisingly straightforward with it. Rather than endlessly fiddling with prompts trying to get them to behave properly, I can now precisely control how my agents respond to specific scenarios with clear, simple, contextual guidelines. What I like most … Read more

Meet PitchBob.io, Member of Estonia’s Momentum 10

Congratulations on being a part of the Momentum 10, the elite top 10 startups who demonstrated truly exceptional drive and progress in the year 2024. The Momentum 10 Interview Series will delve into the unique journeys and powerful foundations propelling your startups to the top in the 2024 Startups of The Year campaign! https://hackernoon.com/startups/europe/europe-tallinn-estonia?stup=66f31d0b6ea4677e23dc787f&embedable=true 🚀 Meet … Read more