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How hackers start their afternoons.

Total Posts: 2,394
Total Clicks: 13,367

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Feb 5, 2025 First Post
Apr 22, 2025 Latest Post
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How Fire Opal Makes Quantum Data Loading Smarter and More Accurate

Fire Opal improves quantum data loading by up to 40% using AI optimization and error suppression on IBM hardware, tested with a quantum GAN algorithm.

1 clicks (1 unique) 2 weeks ago

The Platform Built for MENA: Why amana Isn’t Just Another Trading and Investing App

amana isn’t just another trading app—it’s a purpose-built platform for the MENA region. From cloud-native design to offering 450+ crypto assets, amana merges traditional and modern investing in one seamless...

1 clicks (1 unique) 2 weeks ago

On the Structure of Burch Ideals and Their Duals in Local Rings

Explore Burch ideals, depth-zero rings, and periodicity in resolutions with insights from Eisenbud, Dao, and Avramov in this algebraic deep dive.

1 clicks (1 unique) 2 weeks ago

ChangeNOW: How to Launch a Fully Functional Crypto Exchange in 3 Days For Free

ChangeNOW offers a free, no-code way to launch your own crypto exchange in under 3 days using their open-source API. With access to 1250+ coins, built-in liquidity, customizable features, and...

2 clicks (2 unique) 2 weeks ago

When Rating AI Chatbots, More Context Isn't Always Better

More context improves label consistency, but excess context can reduce reliability in evaluating usefulness. Heuristic context works best for simplicity, while LLMs excel in dynamic settings.

1 clicks (1 unique) 2 weeks ago

Why Our Prototype-based AI Beats Traditional Concept Learning Approaches

Explore a novel AI framework for concept interoperability, using self-supervised learning and prototypes to ensure concept stability across domains.

2 clicks (2 unique) 2 weeks ago

How Reliable Are AI Concepts in Real-World Domain Adaptation Tasks?

See comprehensive experiments evaluating AI concept-learning across domains, showing superior generalization, concept fidelity, and detailed visual insights.

2 clicks (2 unique) 2 weeks ago

Can AI Concepts Truly Generalize Across Different Domains? Experiments Reveal Answers

Discover detailed experiments evaluating a novel concept-learning AI framework across multiple datasets and comparing it to state-of-the-art methods.

1 clicks (1 unique) 2 weeks ago

Can AI-Generated Context Improve the Quality of Crowdsourced Feedback?

Heuristic context significantly enhances crowdsourced label consistency, especially for relevance. LLM-generated context lags in quality, failing to match human-level context accuracy.

1 clicks (1 unique) 2 weeks ago

Zero Isn’t a Problem, It’s a Shortcut: Rethinking PDFA Learning

We propose a fast learning algorithm for quotient PDFA to model LLMs under constrained generation and validate its efficiency and real-world utility.

1 clicks (1 unique) 2 weeks ago

What Happens When Language Models Say 'Nothing'?

We propose a new congruence and learning algorithm to analyze constrained neural text generation using quotient probabilistic automata.

1 clicks (1 unique) 2 weeks ago

Is IEACD Truly Secure, or Just a Patched Illusion?

A deeper cryptanalysis shows IEACD remains insecure due to key reuse, weak keystreams, and flawed diffusion, even after fixing IEATD vulnerabilities.

1 clicks (1 unique) 2 weeks ago

Can One Plain Image Break an Entire Encryption Algorithm?

A deep cryptanalysis reveals flaws in IEATD and IEACD image encryption schemes, exposing vulnerabilities to known and chosen plaintext attacks.

1 clicks (1 unique) 2 weeks ago

The Surprising Effects of Minimal Dialogue Context on AI Judgment

More context leads to higher agreement on relevance labels. However, usefulness ratings become inconsistent with excessive context due to user feedback contradictions.

1 clicks (1 unique) 2 weeks ago

Returns are Rising Fast — and Not Enough Tools are Focused on Stopping Them at the Source

In 2024, nearly one in five online purchases ended up being returned. The democratization of eCommerce platforms has created an explosion in online retail presence. Research shows that consumers are...

1 clicks (1 unique) 2 weeks ago

One Decision Tree Is a Risk—A Forest? That’s Smart Machine Learning

Ever made a tough call on your own and immediately second-guessed it? Machine learning models can do the same.

1 clicks (1 unique) 2 weeks ago

Mint, Match, Mingle: A Better Way to Connect on the Blockchain

SOLmates is a project that turns NFTs into connectors. Each token is minted with a soulmate, but that pair stays locked until the right two holders come along. It's Tinder...

1 clicks (1 unique) 2 weeks ago

How to Check SSL expiration with Bash

There are a few easy ways to check when an SSL certificate expires. Write Your Own Shell Script. Use a Prebuilt Script. Get Notified with a Telegram Bot.

1 clicks (1 unique) 2 weeks ago

Escape Prompt Hell With These 8 Must-have Open-source Tools

Prompt engineering is evolving. These 8 tools turn it from guesswork into infrastructure. Visual workflows, memory graphs, auto-tuning, and more.

1 clicks (1 unique) 2 weeks ago

Muddy Waters Didn’t Short AppLovin. They Shorted You.

Muddy Waters didn’t blow the lid off anything. They threw together a thesis with a pile of ominous-sounding tech jargon and AI fearbait, hoping that was enough to make competent...

1 clicks (1 unique) 2 weeks ago