Articles

DeFi Threat Modeling Explained: How STON.fi Maps Security Risks on TON

A practical breakdown of threat modeling in decentralized finance — using STON.fi’s router, Omniston, resolvers, and cross-chain swaps as a…

What Is a Crypto Bridge? How Cross-Chain Swaps Actually Work (STON.fi Omniston Explained)

I used to think “bridge” meant exactly what it sounds like — your token walks across a bridge and shows up on the other side, same coin…

Omniston Transitions from Routing to Cross-Chain Execution on TON

Importance of Cross-Chain Swaps: Focus on Predictable Settlement Over Liquidity Discovery

Ask Madison: The Slumber Party’s Most Popular Twelve-Year-Old Advice Columnist

Need sound parenting advice? Just ask Madison.

San Isidro: Denuncian que el municipio impide acceder libremente al aborto

Luego de una acción judicial iniciada por Amnistía Internacional, el municipio a cargo de Ramón Lanús — cercano a Patricia Bullrich —…

Exploring My Self-Worth as a Self-Declared Enigma

Every reader should feel like they understand the mind of their columnist. Unfortunately, that will never happen in this case because…

Omniston v1beta8 Launches Cross-Chain Swaps: TON, Base, and Polygon Now Connected

Cross-Chain Swaps are now available in the Sandbox, extending Omniston’s reach beyond TON. Omniston Makes Significant Progress on the Road…

Omniston’s Multi-Chain Expansion: Addressing a Visibility Challenge That Users May Not Fully…

Why Version 1 beta 8 of Omniston Matters for Liquidity Coordination Between TON and the Broader Cryptocurrency Economy

LEGALIZACIÓN TOTAL DEL CANNABIS CON AMNISTÍA 🌱🍃 KUSHANA

NUEVO PROYECTO EN EL CONGRESO ARGENTINO:

#STONCHRONICLES: OMNISTON MAKES GASLESS USER EXPERIENCE AVAILABLE FOR CROSS-CHAIN EXECUTION…

ston.fi

Ask Madison: The House’s Most Popular Twelve-Year-Old Advice Columnist

Need sound parenting advice? Just ask Madison.

Why Omniston’s Cross-Chain Update Feels Bigger Than Just Another Feature Release

Most cross-chain announcements in crypto sound exciting for about five minutes.

🚀Salesforce OmniStudio Integration Procedures Explained: Complete Guide to DataRaptors, HTTP…

Salesforce OmniStudio Integration Procedures Explained: From DataRaptors to Enterprise Architecture

Omniston Is Starting To Look Bigger Than Swap Aggregation

Building the FashionMNIST Classifier in Flax

Environment Setup

Ay, Barcelona de mi nostalgia.

Leí por ahí en una columna que no hay nada más esnob que un columnista hablando de sus viajes, y sí, no se equivoca en lo absoluto.

Keras MNIST model creation flow and how neurons/layers fit together.

1. Load MNIST

Active Resistance to an Acute Threat of an American Dismantling

Compiled excerpts from recent writing by columnists and scholars

TPU 101 — Part 5: Your First Real Model — MNIST in JAX on TPU

A beginner-friendly series on Google TPUs and JAX. This part: everything from Parts 2–4 composed into one end-to-end training run. Real…

What is XChat? The Full Guide to Elon Musk’s New Encrypted Messaging App

By a tech columnist who’s been watching the messaging wars since BBM was cool

El alto el fuego en Medio Oriente no logra contener el impacto humanitario en Líbano

Mientras la ONU pidió avanzar hacia una paz duradera, organizaciones como Amnistía Internacional advierten sobre el impacto creciente en la…

From Aggregator to Execution Layer: How Omniston’s Escrow + AI Roadmap Positions STON.fi

What if DeFi wasn’t about finding the best route — but simply getting the best result?

Omniston: The Missing Layer That Makes DeFi on TON Actually Work

STON.FI

MNIST คืออะไร?

การอธิบายชุดข้อมูล MNIST สำหรับ Spiking Neural Networks (SNN) แบบครบถ้วน ตั้งแต่โครงสร้าง วิธีแปลงเป็น spike เทคนิค encoding เครื่องมือ…

How Omniston Finds the Best Swap on TON

The TON DeFi ecosystem is growing fast. New DEXs, liquidity pools, market makers, and RFQ systems appear regularly, each contributing…

Manual Derivation Series: Cross Entropy Loss, Backpropagation and Adam in Fashion MNIST

Fashion MNIST is a popular machine learning dataset and serves as an alternative to the classic MNIST handwritten digit dataset. This case…

Why I Don’t Worship Celebrity Idols

Or What I Wish I’d Said to A Columnist On This Site (And Will Again)

Optical Character Recognition WITHOUT Machine Learning

Example with MNIST

Building TON Apps with Privy and Omniston: A Practical Integration Guide

Ejecutivo venezolano anunció amnistía general que abarcará el período desde el año 1999 hasta el…

La presidenta encargada de la república, Delcy Rodríguez, anunció este viernes ante el Tribunal Supremo de Justicia (TSJ), que impulsará…

Understanding in the Age of Black-Box AI

Training MNIST From Scratch in TypeScript + WebGPU

Kernjit Gill Dhillon: The Columnist Who Keeps Catching You Off Guard

I found Kernjit Gill Dhillon by accident. It was late, I was scrolling, and I meant to close the tab. Instead, I stayed. Not because the…

Benchmarking Continual Learning Methods Against Catastrophic Forgetting on Permuted MNIST: Naive…

Continual Learning (CL) studies how neural networks can learn a sequence of tasks without forgetting what they learned before. A major…

Entrevista a Jason Y. Ng

El abogado, escritor, columnista y activista canadiense de origen hongkonés Jason Y. Ng estuvo en Barcelona a finales de marzo de 2017 para…

Building a Neural Network from scratch — Just numpy

In this article, I build a simple two-layer neural network from scratch and train it on the MNIST digit recognition dataset. Rather than…

Tras las rejas y sin recursos judiciales, Bolsonaro buscará una amnistía para evitar su condena por…

El expresidente de Brasil Jair Bolsonaro fue puesto en prisión preventiva este sábado en la dependencia de la Policía Federal de Brasilia…

La paradoja de Monty Hall: cuando la lógica engaña a la intuición

En 1990, una silenciosa tormenta se desató en las páginas de Parade Magazine. Un lector escribió a Marilyn vos Savant, la columnista…

Fast.ai Chapter 3: MNIST Digit classifier, SGD, Optimiser and Sigmoid Function

Welcome to the chapter 3 of the fast.ai course. In the previous chapter, we created an image classifier and hosted it on the HuggingFace…

Noise prediction in Diffusion

Demonstration of diffusion with MNIST and toy data

Learning ML From First Principles, C++/Linux — The Rick and Morty Way — Neural Network (MNIST…

Alright, Morty, let’s go! You’ve built a functioning brain. You gave it a good education and a high-performance metabolism. It’s aced the…

Omniston Just Took the Brakes Off: Why Removing the Trading Cap Changes Everything for TON DeFi

😳ONTO Wallet fully integrates Omniston!

As we can see, ONTO Wallet has natively integrated the new liquidity aggregation protocol Omniston from STON.fi.

😳ONTO Wallet полностью интегрирует Omniston!

Как мы видим , ONTO Wallet нативно интегрировал новый протокол агрегации ликвидности Omniston от STON.fi.

What We Learned Using OmniStudio (Rigorously!) — And Why Salesforce Core Still Wins for Power Users

Hey Salesforce folks! If you’ve ever tried to build a scalable application using OmniStudio and thought, “This is great… until it’s not,”…

Why I’m Not Missing the Omniston Deep-Dive

If you're like me—someone curious about DeFi but still figuring out what all the moving parts mean—then there's something exciting…

Generating Pneumonia X-rays with GANs: An Experiment on MedMNIST

Introduction

GANs in Medical Imaging: Comparing LSGAN, WGAN, and WGAN-GP on Pneumonia X-rays

Can GANs generate meaningful medical images? We tested three popular architectures — LSGAN, WGAN, and WGAN-GP — on the PneumoniaMNIST…

Understanding GANs in Medical Imaging: A Practical Implementation with MedMNIST

Medical imaging is a critical component of modern healthcare, enabling accurate diagnosis and treatment planning. However, obtaining large…

A Comparative Study of LSGAN, WGAN, and WGAN-GP on PathMNIST: Performance and Practical Insights

Generative Adversarial Networks (GANs) have become a cornerstone in deep generative modeling, enabling machines to synthesize data…

Omnistudio : Data Mapper Turbo Extract

Datamapper Turbo Extract is a mapping tool in Omnistudio, which is used to retrieve data from an sObject with support for fields from…