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 deepfake identity crisis is not an abstract problem for the future; it is a pressing issue that demands attention now.
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
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
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
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
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
Rulebook-AI offers a way to define rules once, and generate the rest automatically.
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
Discover the critical HTML mistakes causing layout bugs, broken characters, and failed social previews.
The Altseason Index has climbed to 75, signaling a shift in market sentiment. But here’s the catch: markets don’t wait. Quick gains often mean late buys or early sells, and history shows that most investors miss the window. Many are tired of this endless chase and want stability instead. That’s why passive income strategies are … Read more
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
Legacy PKI is failing in a zero-trust, microservices world. Rakesh Keshava outlines how modern PKI must evolve—short-lived, automated, identity-bound, auditable, and crypto-agile. His insights show how organizations can secure dynamic workloads and hybrid clouds, making PKI the backbone of digital trust in 2025 and beyond.
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.
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.
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.
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 (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.
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
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
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, 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
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
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
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
The battle for AI dominance is about user memory ChatGPT was asked for comment on this screenshot: “AI enthusiasts, rejoice: the latest iteration of ChatGPT (colloquially dubbed ChatGPT 5) arrives with a long-awaited feature called “Branch in a New Chat.” This update isn’t just a minor UI tweak – it represents a clever solution to … Read more
Financial systems are at a turning point, where traditional automation no longer keeps pace with complex data, shifting regulations, and growing customer demands. The rise of intelligent technologies is redefining workflows, moving the industry from rigid, rule-based tasks to adaptive, self-learning systems. Vidya Sagar Gatta, an expert specializing in advanced financial technologies, provides a compelling … Read more
The news and what is actually changing Space and Time says developers can now pay for zero knowledge coprocessing with USDC, a stablecoin issued by regulated affiliates of Circle. The company says the network will accept USDC and convert it to SXT, the network token used inside the protocol. The development coincides with Space and … Read more
How are you, hacker? 🪐 What’s happening in tech today, September 18, 2025? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, NeXTSTEP OS Released, Influenced Mac OS X in 1989, ICANN Formed to Oversee Internet Governance in 1998, U.S. Air Force Established as Separate Branch in 1947, and we … Read more
Scroll through the websites of ten different cybersecurity or AI companies and you’ll probably get déjà vu. Dark backgrounds. Futuristic grids. Shields, locks, circuit boards, maybe a glowing ion or two. It’s the visual equivalent of a cold server room: technically functional, but completely forgettable. This is the problem I call the “cold identity” trap. Cybersecurity … Read more