Understand Tech Rolls Out Scalable, Secure AI Deployment Platform for Enterprises

Understand Tech, a leading enterprise AI platform, today announced a significant product update designed to meet the evolving demands of security-conscious organizations. The latest enhancements focus on on-premise deployment, intelligent document generation, advanced AI capabilities, and expanded integration with enterprise tools—solidifying Understand Tech’s position as a trusted solution for regulated and large-scale enterprise environments. On-Premise … Read more

Nexchain Enters Stage 18

Now entering Stage 18, Nexchain is quickly being recognized as the top crypto presale. This pre-sale cryptocurrency has already raised $4.2 million, supported by working technology, strong fundamentals, and a growing ecosystem.  As more investors scan the crypto presale list looking for real value, Nexchain stands out with its blend of AI integration, speed, and … Read more

Unlocking Autonomous AI: iExec’s Matthieu Jung on Building Trust in a Decentralized Future

As the line between AI automation and autonomous agency blurs, a new technical frontier is emerging, trusted, verifiable agents that can act independently across ecosystems. We sat down with Matthieu Jung, the Product Marketing Manager at iExec, to explore what this shift means for the future of intelligent infrastructure, what problems it solves, and how … Read more

Learn How to Customize Every Step of Model Saving in Keras

Content Overview Introduction APIs Setup’ State saving customization saveownvariables() and loadownvariables() saveassets() and loadassets() build and compile saving customization getbuildconfig() and compilefromconfig() Conclusion Introduction This guide covers advanced methods that can be customized in Keras saving. For most users, the methods outlined in the primary Serialize, save, and export guide are sufficient. APIs We will cover the … Read more

Forget Mars—The Real Future of Colonization Is Floating in Space

Given the current level of technological development, colonizing other planets seems extremely dangerous and pointless, regardless of the level of technical and financial investment. It is possible to imagine the creation of long-term bases on Mars, as well as the approximation of Martian conditions to Earth’s, according to James Green’s plan. Nevertheless, the colonization of … Read more

How to Tackle New Cybersecurity Threats and Data Breaches

The cybersecurity landscape is constantly changing and even with new advanced safeguards, it has only grown increasingly perilous. As we saw in 2024, criminals use sophisticated cyberattacks to target organizations worldwide and the need to protect against such threats is only growing. The CrowdStrike 2025 Global Threat Report), alongside high-profile incidents like the Ticketmaster data … Read more

Build Smarter Models with Keras Functional API

Content Overview Shared layers Extract and reuse nodes in the graph of layers Extend the API using custom layers When to use the Functional API Functional API strengths Functional API weaknesses Mix-and-match API styles Shared layers Another good use for the functional API are models that use shared layers. Shared layers are layer instances that are … Read more

The Future of Remote Sensing: Few-Shot Learning and Explainable AI

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

Credential-Free CI/CD? See How Jenkins, Vault, and Ansible Pull It Off

Hello Team, I’ve developed a Jenkins pipeline that integrates with HashiCorp Vault to securely retrieve passwords and deploy packages to a host using Ansible. This approach eliminates the need for a Jenkins node agent, streamlining the deployment process while maintaining security. Password Storage in HashiCorp Vault In HashiCorp Vault, passwords are stored in a structured … Read more

GraphQL Isn’t Just for Data Anymore — It’s Becoming Your Frontend

Key Takeaways: SDUI Necessity: Server-Driven UI will become essential for high-agility scenarios demanding rapid UI evolution and backend control over frontend composition. GraphQL as Orchestrator: GraphQL’s declarative nature and flexible schema will be ideal for querying and orchestrating dynamic UI structures and properties. WebAssembly for Performance: WebAssembly will enable high-performance, efficient rendering of server-defined UI, … Read more

How To Build a Brain With Keras and a Few Lines of Code

Content Overview Setup Introduction Training, evaluation and inference Save and serialize Use the same graph of layers to define multiple models All models a callable, just like layers Manipulate complex graph topologies Models with multiple inputs and outputs A toy ResNet model Setup import numpy as np import tensorflow as tf from tensorflow import keras … Read more

Explainable AI (XAI) for Safer, Smarter Remote Sensing

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

Is the FIRE Movement a Cure — or a Cry for Help?

Being really into the financial topic, I’m constantly looking for new ideas, views, and thoughts around how finances are built — concepts like financial planning, investments, freedom, and the FIRE movement as a result. It seems like most people I bumped into on Reddit are really cautious about early retirement and financial independence. But to … Read more

This Deck of Cards Might Fix Your Broken Agile Team

The Dependency Discovery Deck is a modern card game for agile teams that leverages gamification to make dependencies visible, prioritize them, and enhance collaboration. Developed based on interviews with experienced Agile Coaches, it helps teams identify and resolve blockages early — whether in backlog refinement, workshops, or retrospectives. Using the deck promotes psychological safety and team dynamics. … Read more

Bug Bounty Recon Made Easy with Hakrawler

Whether you’re interested in penetration testing, OSINT, or bug bounty, this quick and easy Golang-based crawler is an essential addition to your recon toolbox. On a newly configured Ubuntu ARM64 virtual machine, we will install Hakrawler, run practical examples, and learn how to use it efficiently. Setup “Let’s start by installing Hakrawler on a fresh … Read more

Flatten Your Kotlin Package Structure with One OpenRewrite Recipe

I’ve been eying OpenRewrite for some time, but I haven’t had time to play with it yet. In case you never heard about OpenRewrite, OpenRewrite takes care of refactoring your codebase to newer language, framework, and paradigm versions. OpenRewrite is an open-source automated refactoring ecosystem for source code, enabling developers to effectively eliminate technical debt … Read more

How Revolut Makes Millions Off Crypto-Idiots

“Buy a token in one click” — and become a row in someone’s profit spreadsheet. 🤖 This Isn’t Crypto — It’s a Simulation Let’s get this straight: you’re not buying real crypto on Revolut. You don’t have private keys You can’t withdraw to your wallet You can’t deposit from outside All you can do is … Read more

3 Ways to Seamlessly Integrate Databend with SeaTunnel for Streaming ETL

SeaTunnel is an easy-to-use, high-performance distributed data integration platform supporting massive real-time data synchronization. It features stable and efficient processing capabilities, enables the synchronization of hundreds of billions of records daily, and has been widely used in production environments by over 3,000 enterprises in China. Databend is a cloud-native compute-storage separated data platform with elasticity … Read more

vAttention System Design: Dynamic KV-Cache with Contiguous Virtual Memory

Table of Links Abstract and 1 Introduction 2 Background 2.1 Large Language Models 2.2 Fragmentation and PagedAttention 3 Issues with the PagedAttention Model and 3.1 Requires re-writing the attention kernel 3.2 Adds redundancy in the serving framework and 3.3 Performance Overhead 4 Insights into LLM Serving Systems 5 vAttention: System Design and 5.1 Design Overview … Read more

Choosing the Right Side Hustle That Actually Works

Real Talk About Making Smart Moves on the Side Reaching Level Two means you’ve already moved past just thinking about making more money. You’re not stuck in the “someday” loop anymore. You’ve decided to take on more work outside your 9-to-5. That alone deserves credit. This is when things start to get real. You’re balancing … Read more