How Science Fiction’s Clarke Belt Became our Geostationary Satellite Reality

Clarke’s ring of satellites became the backbone of global communications and most astronomers and engineers say science fiction was an influence on their careers. Stories and technical papers feed into each other, creating a feedback loop. The Clarke Belt, once a thought experiment, is now a busy highway of spacecraft. As we manage orbital debris, … Read more

P2P Satellite Networks Invoking Edge-AI and Decentralized Intelligence-: Internet-AI Optimization

AI is hungry. Not just for data, but for real-time data – processed fast, everywhere, all the time. From self-driving cars to drone swarms to predictive healthcare; artificial intelligence has evolved over the years, and which each passing evolution, there is an increasing dependance on regularly updated (and re-opted) real-time data… AI is currently changing … Read more

Analysis of the ROGUE Agent-Based Automated Web Testing System

In this series of articles about agents in cybersecurity, specifically pentesting, I will examine and describe various online projects, explain their operating principles, test their functionality, verify the quality of the results, and summarize. In parallel, we will develop our own pentesting agent from start to finish, testing various language models, both for local use … Read more

The Digital HR Standard: Why It’s Time to Retire Analog Evaluations

For all the talk about the “future of work,” most companies still manage people the way they did a century ago: with opinions, checklists, and annual reviews. HR may run on laptops and cloud dashboards, but beneath the surface it’s still an analog machine. Performance is assessed through 180° or 360° feedback, manager impressions, and … Read more

How I Secured PHI in ETL Pipelines While Powering AI in Snowflake

Why PHI Data Feels Like a Ticking Time Bomb Healthcare data is both priceless and dangerous. Priceless, because it fuels analytics, machine learning, and better patient outcomes. Dangerous, because a single leak of Protected Health Information (PHI) can destroy trust and trigger massive compliance penalties. Moving PHI through ETL pipelines is like carrying a glass … Read more

AI Trading Bots Are Great, But Only If Crypto Exchanges Avoid the Hype Trap

Everyone’s talking about AI trading bots, how they can enhance fraud detection, optimize liquidity provision, and even analyze market trends in once unfeasible ways. And they’re right, bots can do all these things better than their human operators. But despite these clear benefits, crypto exchanges should think carefully before proffering proprietary trading bots to retail … Read more

Microsoft’s LinkedIn Still Sucks, But Outsmarting Its Algorithm Is Hilariously Easy

Like, 👏 or comment below if you found your way here from LinkedIn ! 🥳 LinkedIn, the Microsoft-owned “Dismal Platform” is notorious for keeping people inside the world’s most boring walled garden. But a simple algorithm-dodging experiment demonstrates there are easy workarounds, even though protecting MS is baked into ChatGPT too. Today’s experiment: pit real … Read more

What Happens When You Stop Building for Demos and Start Building for Real Work

Interview with Vitaliy Baklikov, CTO Skyward IT Solutions Today we’re joined by Vitaliy Baklikov, CTO at Skyward, a federal-first AI services and product company dedicated to building intelligent systems for the public good. From healthcare to compliance, Skyward empowers government agencies to adopt AI with confidence, transparency, and measurable impact. Vitaliy is a results-driven technology … Read more

AI Startup Surge Risks Repeating Tech’s Last Funding Mania

Silicon Valley has a notoriously short memory. In 2023, we were recovering from the 2020-2022 zero-interest-rate policy (ZIRP), a period during which startup fundraising and valuations were irrational. (Remember when Fast raised at 1B+ valuation, hired 500 people but only generated $600K in revenue?) Then, the correction hit hard. A record number of startups shut … Read more

Top 5 Myths About Supply Chain Digital Transformation (and What the Data Really Says)

Digital transformation of supply chains is no longer an update to a technology; it is now a strategy as well as a matter of survival. The volatility in the marketplace, geopolitical changes, and changing customer demands are compelling firms to come out of the manual process and multiple systems. However, even with the urgency, lingering … Read more

ScyllaDB Powers Low-Latency, Scalable Online Feature Stores for Real-Time ML

Feature stores centralize ML features for training and inference, but real-time workloads demand ultra-low latency. ScyllaDB’s shard-per-core design and Cassandra/DynamoDB compatibility make it an ideal online store, supporting single-digit ms queries and petabyte-scale throughput. With Feast integration, teams can avoid vendor lock-in and build scalable, real-time ML apps.

Setting New Standards in Mainframe Modernization by Santosh Panendra Bandaru

Santosh Panendra Bandaru led IBM DataPower’s mainframe modernization, converting COBOL data into JSON APIs while embedding OAuth2 and mTLS security. His strategy reduced dependency on legacy access, boosted performance through caching, and enabled secure digital services. The project set a new industry standard for API-driven modernization in enterprise integration.

Complexity Made Simple: Rajalingam Malaiyalan’s Mastery in Enterprise Integration Execution

Rajalingam Malaiyalan led a complex enterprise integration project connecting SAP systems with a global e-procurement platform while shifting order management to a new warehouse system—all without disrupting operations. Using standards-based integration with OAGIS and cXML, he delivered cost savings, efficiency gains, and a benchmark model for future enterprise transformation.

Enterprise Data Pipeline Revolution: Suresh Palli’s Metadata-Driven Automation Success

Suresh Palli led a metadata-driven automation project that cut pipeline development time by 40% and scaled data processing 5x. His centralized metadata governance enabled dynamic adaptation, seamless orchestration, and cross-unit alignment. The success earned industry recognition, consulting opportunities, and set new benchmarks for enterprise data automation.

Shiba Inu’s Underperformance Linked to New Layer-2 Meme Coin Little Pepe (LILPEPE), Here’s How

Shiba Inu (SHIB) underperforms in 2025, while Little Pepe (LILPEPE) surges with a $24.9M presale, 15.5B tokens sold, and a guaranteed ROI ahead of exchange listings. Backed by structured tokenomics, a $777K giveaway, and a CertiK audit, LILPEPE is drawing strong investor attention and positioning itself as a credible meme coin challenger.

The Only TensorFlow Preprocessing Guide You Need

Content Overview Quick recipes Image data augmentation Normalizing numerical features Encoding string categorical features via one-hot encoding Encoding integer categorical features via one-hot encoding Applying the hashing trick to an integer categorical feature Encoding text as a sequence of token indices Encoding text as a dense matrix of N-grams with TF-IDF weighting Important gotchas Working … Read more

How to Build RNNs in Keras

Content Overview Introduction Setup Built-in RNN layers: a simple example Outputs and states RNN layers and RNN cells Cross-batch statefulness RNN State Reuse Bidirectional RNNs Performance optimization and CuDNN kernels Using CuDNN kernels when available RNNs with list/dict inputs, or nested inputs Define a custom cell that supports nested input/output Build a RNN model with … Read more

Beginner’s Guide to Keras Preprocessing Layers

Content Overview Keras preprocessing Available preprocessing Text preprocessing Numerical features preprocessing Categorical features preprocessing Image preprocessing Image data augmentation The adapt() method Preprocessing data before the model or inside the model Benefits of doing preprocessing inside the model at inference time Preprocessing during multi-worker training Keras preprocessing The Keras preprocessing layers API allows developers to … Read more

Palo Alto Networks Acknowledges SquareX Research On Limitations Of SWGs Against Last Mile Reassembly

Palo Alto, California, September 18th, 2025/CyberNewsWire/-SquareX first discovered and disclosed Last Mile Reassembly attacks at DEF CON 32 last year, warning the security community of 20+ attacks that allow attackers to bypass all major SASE/SSE solutions and smuggle malware through the browser. Despite responsible disclosures to all major SASE/SSE providers, no vendor has made an … Read more

Origin Summit Announces Wave 3: Animation Powerhouse Maggie Kang To Join Programming Lineup

Palo Alto, United States, September 18th, 2025/Chainwire/–Maggie Kang, the visionary director behind Netflix’s record-breaking K-POP DEMON HUNTERS, will join Origin Summit for an exclusive fireside on global storytelling, fandom, and the rise of culturally-driven IP. Story, the world’s IP blockchain, in collaboration with Blockworks, today announced that acclaimed animation director Maggie Kang will join the … Read more

Griffin AI Launches TEA Turbo, Turning Prompts To DeFi Transactions With 1inch And Uniswap Liquidity

Zurich, Switzerland, September 18th, 2025/Chainwire/–Griffin AI, the platform for deploying and building AI agents in DeFi, announced its launch of TEA Turbo, its Transaction Execution Agent that transforms prompts into ready-to-sign transactions on Ethereum. TEA Turbo brings deep liquidity through Uniswap and 1inch, integrating native lending via Aave, combining the clarity of dashboards with the … Read more

Trust Wallet Unveils Bold New Roadmap To Onboard The Next Billion Users, Powered By TWT

September 18, 2025 – Trust Wallet, the world’s leading self-custody Web3 wallet with over 210 million users, has unveiled its industry-leading roadmap. This ambitious plan sets the stage for onboarding the next billion users into Web3, with Trust Wallet Token (TWT) at the center. TWT is a utility token designed to power access, participation and … Read more