5 Python Data Validation Libraries You Should Be Using
Data validation is gaining prominence as pipelines become more complex, and Python now offers a diverse set of libraries to address this need. The article reviews five tools—Pydantic, Cerberus, Marshmallow, Pandera, and Great Expectations—each targeting a different validation paradigm, from type‑hinted schemas to DataFrame‑level contracts. It highlights how these libraries integrate with APIs, dynamic configurations, serialization workflows, pandas‑centric analytics, and production monitoring. The author argues that mature teams often combine several of these solutions to cover the full data lifecycle.
Teledyne FLIR OEM Launches Lepton XDS at Mobile World Congress; A Compact Thermal‑Visible Camera Module Featuring Patented MSX Technology
Teledyne FLIR OEM unveiled the Lepton XDS at Mobile World Congress, a compact dual‑thermal‑and‑visible camera module that pairs a 160 × 120 radiometric Lepton 3.5 sensor with a five‑megapixel visible imager. The device embeds FLIR’s patented MSX technology, which overlays visible‑image edges onto thermal...
How to Maximize DDoS Readiness with Proactive Protection Strategies
Cyber Security Intelligence reports a surge in DDoS attacks in 2025, with assaults escalating from gigabyte to terabyte volumes. The article outlines proactive protection steps, starting with comprehensive risk assessments that inventory public‑facing assets and establish traffic baselines. It then...
Navigating the Shift in Professional Services with AI
AI agents from vendors like Anthropic are automating tasks traditionally performed by entry‑level consultants in finance, law and other professional services. Kantata’s chief product officer Sarah Edwards explains that the industry is moving from a head‑count‑driven pyramid to an upside‑down...
KODE Labs Unveils EnerG: Revolutionizing Utility Management for Smarter, Sustainable Real Estate Portfolios
KODE Labs has launched EnerG, an AI‑enabled platform that consolidates utility, sustainability, and performance data for enterprise real‑estate portfolios. The solution replaces fragmented spreadsheets, PDFs and portal pulls with automated ingestion, validation and anomaly detection. Built as an extension of...
Big Tech Accelerates Into Healthcare With Partnerships
Big tech companies like Amazon, Google/Alphabet, Apple, NVIDIA and Microsoft are taking their move into healthcare and medicine seriously. They are developing new, health-related features on their platforms. They are also teaming up with research institutions and developers to create new...
When Software Can’t Replace Judgment
Everest Group’s new whitepaper reveals that automation cannot fully resolve the complexities of global hiring, emphasizing the need for human judgment alongside technology. The report categorizes Employer of Record (EOR) providers into three maturity levels, highlighting a shift toward strategic...
Filin-Matthews Named Chief Architect at McDonalds
Wayne Filin‑Matthews has been named Vice President of AI Strategy and Chief Architect at McDonald’s, a newly created executive role aimed at embedding artificial intelligence throughout the restaurant chain. The veteran enterprise architect arrives from AstraZeneca, where he led large‑scale...
Limiter, LM-118-100W-22DBM
The LM-118-100W-22DBM is a high‑power RF limiter covering 1 to 18 GHz and tolerating up to 100 W continuous wave across –55 °C to +85 °C. It caps leakage at 22 dBm, introduces only 2.6 dB insertion loss, and recovers in 100 ns or less. Housed in a compact...
FDA Picks Radiologist to Fill Key AI-Related Role
The FDA has appointed Dr. Jeffrey Abramson, a veteran radiologist with extensive AI and health‑policy experience, to a senior role within its Digital Health Center of Excellence. The move comes as the agency shifts toward a more hands‑off regulatory stance...
Uber Eats Expands Canadian Grocery Selection with Launch of T&T Supermarket
Uber Eats announced the national rollout of T&T Supermarket on its platform, extending grocery delivery to the chain’s Asian‑focused stores across Canada. The launch initially covers Alberta, British Columbia, and Ontario, with Quebec slated for a later release. Customers can...
Here’s Who Will Win as Agentic Commerce Disrupts Traditional Online Shopping
Agentic commerce, powered by large‑language‑model agents, is reshaping e‑commerce by making AI the primary buyer. Adobe reports a 693.4 percent surge in AI‑driven traffic during the 2025 holiday season, indicating a lasting shift. Retailers must supply structured, trustworthy product data, real‑time...
PS5-Sized Gadget Offers 25 Gbps Fiber‑like Wi‑Fi
Forget Starlink – this PS5-sized device promises to deliver fiber-like 25Gbps internet speeds using invisible beams of light https://www.techradar.com/computing/forget-starlink-this-ps5-sized-device-promises-to-deliver-fiber-like-25gbps-internet-speeds-using-invisible-beams-of-light
Medi-Globe Launches mAI Companion AI Assistant for Pancreatic EUS
Medical device maker Medi‑Globe has launched mAI Companion, a CE‑marked real‑time AI assistant for pancreatic endoscopic ultrasound (EUS). Developed with IHU Strasbourg, the system analyses the pancreas during procedures to highlight solid and cystic lesions, acting as a second set...
Reflective, High Speed, SPST Switch, P1T-500M18G-80-R-SFF-SW21841A-515
Planar Monolithics introduced the P1T‑500M18G‑80‑R‑SFF‑SW21841A‑515, a reflective high‑speed SPST RF switch covering 0.5‑18 GHz. The device delivers ≤ 2.5 dB insertion loss, ≥ 80 dB isolation, and switches in 20 ns while tolerating up to 2 W average (10 W peak) power. Its compact 1.97 × 0.79 × 0.53 in form factor uses...
AIDA64 Download Version 8.25
AIDA64 has launched version 8.25, boosting hardware detection and benchmarking for the latest CPUs and GPUs, including NVIDIA’s RTX 5000‑series. The update expands the sensor database, adds native NVMe support, and refines stress‑testing tools for more consistent results. A new Command Line...
Aspect Announces Aspect Intelligence™: Redefining How AI Powers Workforce Operations
Aspect introduced Aspect Intelligence™, an AI‑driven suite that embeds predictive, policy‑aware intelligence directly into workforce forecasting, scheduling and real‑time operations. The platform shifts enterprises from static, reactive planning to continuous, automated control, starting with automatic schedule updates that adjust for...
How to Use Intune App Protection without MDM Enrollment
Microsoft Intune now lets organizations protect corporate data on BYOD devices without enrolling them in a full MDM solution. By applying app‑protection policies to apps that embed the Intune SDK, IT can enforce PINs, data‑sharing restrictions, and multi‑identity separation. Conditional...
Medical AI Is Already In Hospitals. Who Is Watching Its Safety?
The FDA has opened public comment on a citizen petition that would shift oversight of adaptive radiology AI tools from repeated pre‑market reviews to continuous post‑market monitoring. As AI algorithms are updated to improve performance or expand indications, the traditional...
Digital Phase Shifter, PS-100M20G-10B-SFF-MIL-SM
Planar Monolithics introduced the PS‑100M20G‑10B‑SFF‑MIL‑SM, a digitally controlled phase shifter covering 0.1 to 20 GHz. It delivers continuous 0°‑360° phase adjustment with 1024 discrete steps via ten logic inputs. The device features 13 dB insertion loss, ±5° phase‑shift error, and a 500 ns switching speed....
Small Brands Must Build Perceived Size, Not Just Presence
The necessary trick of the small brand is to look bigger than you are. Many of the tools are simple ones, like leaning heavily on the logos and testimonials of clients, and more recently attention has gone towards AI by...
Mars Signs One of Its Largest Renewable Energy Purchase Deals in Europe
Mars announced a power purchase agreement with Foresight Energy Infrastructure Partners for 70% of the output from the newly commissioned 277 MW Kölvallen wind farm in Sweden, delivering roughly 670 GWh of clean electricity each year. The deal marks the confectioner’s second...
NASA-Sponsored Working Group to Address Key Barriers to Routine Autonomous Drone Fleets
NASA has convened the Routine Autonomous Multi‑Aircraft Operations (RAM‑AO) Working Group to tackle technical and regulatory obstacles preventing large‑scale autonomous drone fleets from sharing U.S. airspace. Led by Aptima under a NASA contract, the group will meet March 3‑5 at...
Use Real Growth Screenshots to Spark Buyer Conversations
I booked a meeting this week using a play nobody on my client’s team had seen before. Here’s what I did: Step 1. Went to the company page in Sales Nav (not the people... the company page) 2. Screenshotted their department headcount growth 3....
Embrace Rejection: Young Men Must Take Social Risks
Young men are taking way too many risks… and not the good kinds. Scott Galloway argues that good risk is essential to real growth. In today’s world, young people aren’t engaging in social risks like applying for jobs they might...
Euro Hosting Giant Hiking Prices by up to 50% From April Fool's Day
Hetzner, one of Europe’s largest hosting providers, announced price hikes of up to 50% effective 1 April. The increases apply to all customers across its data centres in Germany, Finland, the US and Singapore. Hetzner cites soaring hardware costs, memory shortages...
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Zebra Technologies’ AltiZ 3D sensors now power EBI Electric’s Inspector T lumber‑scanning system, delivering an eightfold increase in measurement precision. The AI‑enhanced solution identifies defects such as knots, cracks and rot, enabling manufacturers to boost usable wood yields by up to...
HRLocker Research Finds Majority of Irish SMEs Risk GDPR and WRC Breaches Due to ‘Document Disorder’
HRLocker’s Irish SME HR Report reveals that a majority of Irish small and medium‑size enterprises are at risk of GDPR and Workplace Relations Commission (WRC) violations due to chaotic HR document storage. Sixty‑six percent of respondents keep employee records in...
Australia’s Most Costly Anti-Climate Policy Hits Taxpayers for $30m a Day as Calls Mount to Wind Back Fuel Tax Credits...
Australia’s fuel tax credits scheme is costing taxpayers nearly $10.8 bn this fiscal year – roughly $30 m a day – by refunding excise on diesel and petrol for miners, farmers and other heavy‑fuel users. Critics label it the nation’s most expensive...
HPE Exposes Juniper Routers to Third-Party AI Agents
HPE announced that its newly acquired Juniper routers will be exposed to third‑party AI agents via a Model Context Protocol, enabling AI‑driven configuration and deployment. The company also introduced the PTX12000 series, scaling up to 518.4 Tbps, and the PTX10002 line...
Reasoning Models: The Next AI Breakthrough
Why Reasoning Models Are the Next Leap in AI Reasoning models represent a new frontier in AI — going beyond pattern-matching to enable deeper understanding and more complex decision-making. Read more 👉 https://lnkd.in/e8xEGzY6 #AI #Innovation #FutureTech #BernardMarr
Press Release: Gilat Receives $39 Million in Orders for Sidewinder ESA
Gilat Satellite Networks announced $39 million in orders for its Sidewinder electronically steered antenna (ESA) in‑flight connectivity terminals from a leading satellite operator, with deliveries slated over the next 12 months. The orders cover both line‑fit and retrofit installations, underscoring airlines'...
Building Preference Is The Key To Winning B2B Buyers
B2B buying networks have become increasingly chaotic, with Forrester reporting that 73% of purchases involve three or more departments and an average of 13 internal and nine external participants. The research shows 68% of buyers start the process with a...
Turn Spreadsheets Into AI Assistants for Instant Productivity
I keep hearing marketers say they don't know where to start with AI. Not an excuse. Start with the spreadsheet you're staring at right now. Last week, someone on my team had a ton of webinar leads that needed personalized...
Join 5-City Tour Securing the Age of Agentic AI
📍5-city tour with @cequenceai engaging in timely conversations about Securing the Age of #AgenticAI 📍Bellevue WA -Feb 26th 📍Plano TX - March 5th 📍NYC - March 12th 📍Chicago - April 16th 📍Atlanta - April 30th 📍📍Request your invite 👇 https://t.co/DjzQMjpsJE #AI #CISO https://t.co/LoNKw65bCh
Pfizer’s Strategy: How the Company Is Evolving After Its COVID Success
Pfizer’s post‑COVID strategy pivots from vaccine and antiviral sales to rebuilding growth through oncology and metabolic assets. The 2026 guidance excludes COVID revenue, projects modest 4% operational growth, and anticipates a $1.5 billion patent‑cliff hit. To offset these pressures, Pfizer completed...
Immedica Secures Accelerated Approval, Plans PRV Sale
Immedica wins accelerated approval for once-rejected rare disease drug, plans to sell PRV - https://t.co/wU3AfqQzjw
AI Could Outperform Executives in Designing Resilient Supply Chains
Would AI, instead of the C-suite, improve supply chain design and performance? Especially after five years of disruption and now unpredictability. https://t.co/Z60firMpE4
Satisfying The Landeck Ruling With Advanced Search Profiles In ADF Pro
The EU Court of Justice’s Landeck ruling clarified that law‑enforcement must obtain independent authorization and meet proportionality tests before accessing data on seized devices. This decision impacts prosecutions by making improperly obtained evidence potentially inadmissible and forces agencies to adopt...
AI-Powered Lambda Fixes CloudTrail Errors with Bedrock
Querying CloudTrail Errors And Getting AI Recommendations To Fix Them 🤖☁️ Creating a Lambda Function That Uses an AI Prompt with Bedrock and tests Claude and Nova models https://t.co/NQkQbdjudd https://t.co/mnM0kRO5hp
AI Startups Accelerate Growth, Redefine VC Strategies
I just published How AI-Enabled Startups Are Moving Faster — and Rewriting the VC Playbook https://t.co/q79JMDzaab
How SCADA and Analytics Software Improve OEE
Manufacturers and OEMs are turning to integrated SCADA and analytics software to boost overall equipment effectiveness (OEE). Real‑time visibility into availability, performance, and quality replaces manual PLC checks and paper logs, enabling instant downtime tracking and quality monitoring. The combined...
FT Blamed AI; It Was User Misconfiguration Error
We want to address the inaccuracies in the Financial Times' reporting yesterday. The brief service interruption they reported on was the result of user error—specifically misconfigured access controls—not AI as the story claims. https://t.co/0ApCIDNsJT
Speed Transforms From Convenience to Competitive Edge
If I walk into a traditional branch, it’s days for an application, days for adjudication, days for approval. Speed is no longer convenience. Speed is competitive advantage. And today, the advantage is shifting. https://t.co/qZdm6aFQq4
Successful Readout of Prospective Phase 2 SINERGY Trial Supports SignateraTM MRD-Guided Treatment in Head and Neck Cancer
Natera reported Phase 2 SINERGY trial results showing a 63% objective response rate in recurrent or metastatic head and neck squamous cell carcinoma when treatment was adapted using Signatera circulating tumor DNA monitoring. Seventy‑four percent of the 27 patients were de‑escalated...
Legacy Bank Servers Can't Match Cloud‑first Finance
Traditional banks running core systems in basement servers cannot compete in a world built for autonomous, cloud-first finance. https://t.co/ygYrjWtotP
Inside SAP's Future Strategy at Analyst Council
On the ground for the @SAP Analyst Innovation Council meetings. Digging into SAP's strategy moving forward. All discussions under NDA...but looking forward to digging into the details. #CIO #strategy #ERP #AI #HCM #CX #Data https://t.co/pFVziQGjU8
Future Work Balances Humans, AI Agents, and Machines
The future of work is a balance between human judgement, intelligent agents and machines. Understanding how activities are evolving helps organisations prepare skills, redesign processes and invest wisely. Source @McKinsey Link https://t.co/Ej5vRN7zb4 via @antgrasso https://t.co/CEjj64wRaa
Live Context Layer Empowers Agents with Real‑Time Work Insight
Big congrats to the team on this launch Agents shouldn’t require constant re-explaining. A live context layer that understands projects, tools, and intent can dramatically improve reliability and usefulness. Really excited to see adoption grow from here
Can AI Truly Grasp Real‑World Complexity?
Can large language models figure out the real world? How deeply predictive AI systems understand their subject matter? https://t.co/E2bwsorCLs #MachineLearning #MIT #MWC26 #AI #IoT #5G @mitsmr
