Zscaler-SquareX Deal Boosts Zero Trust, Secure Browsing Capabilities
Zscaler announced the acquisition of Singapore‑based startup SquareX, adding its Chromium‑based browser extension to the Zero Trust Exchange platform. SquareX’s browser detection and response (BDR) technology provides real‑time threat detection inside browsers on managed and personal devices. The deal, closed with undisclosed terms, follows a wave of secure‑browser offerings from rivals such as Netskope, Check Point and Palo Alto Networks. Integration work is already underway and is expected to finish within months.
Mesosil’s Infection-Fighting Dental Tech Gets FDA Clearance
Toronto‑based health‑tech startup Mesosil has secured FDA 510(k) clearance for its antimicrobial dental additive, allowing U.S. dental manufacturers to embed the technology in products such as composites and cements. The clearance follows a four‑year development program and validates the company’s...
How a Virtual ICU Saved a Rural Hospital
WVU Medicine’s virtual ICU program, piloted at Potomac Valley Hospital, used daily remote rounds to connect critical‑care physicians with local staff, preventing patient transfers and boosting occupancy. The low‑cost model required roughly $5,400 in startup expenses and quickly raised daily...
US Army to Debut FPV Bumblebee V2 Drone Interceptor Next Month
The U.S. Army’s Global Response Force will start evaluating the Bumblebee V2 drone interceptor in March after a $5.2 million contract with Perennial Autonomy. The FPV quadcopter uses AI to autonomously detect and physically collide with hostile UAVs, delivering a kinetic...
US Foods Adds AI Ordering Tools to as Digital Commerce Drives Growth
US Foods is rolling out AI‑driven ordering tools within its MOXē ecommerce platform, allowing customers to upload photos, PDFs or handwritten notes that are automatically converted into digital purchase orders. The initiative coincides with a strong fiscal Q4 2025, where...
Attribution of Sprawling Cyberespionage Campaign Allegedly Held Back Amid China Retaliation Fears
Palo Alto Networks' Unit 42 researchers linked the sprawling TGR‑STA‑1030 cyberespionage campaign to an Asian state‑aligned group, but chose not to publicly attribute it to China. Sources say the decision was driven by fears of retaliation, as Palo Alto's security software...
GSA Aims to Publish Results on USAi Program, Official Says
The General Services Administration announced it will publish documentation on the USAi program, detailing how federal agencies are testing and deploying artificial‑intelligence tools. Chief AI Officer Zach Whitman said the agency will release a six‑month performance report and form a...
Front Row with BioCentury: Competition in the Obesity Market
Obesity has shifted from a behavioral label to a high‑growth biopharma arena, driven by breakthrough GLP‑1 drugs and emerging oral formulations. Stephen Hansen of BioCentury highlights how these agents mirror Type II diabetes treatments, creating a lucrative market and reshaping clinical...
Google Gemini Weaponized in State-Sponsored Attacks
Google’s Gemini large‑language model is being weaponized by multiple state‑sponsored threat actors, according to the Google Threat Intelligence Group. North Korean UNC2970 and several Chinese groups such as Mustang Panda, Judgment Panda, APT41 and UNC795 are using Gemini for rapid...
Nektar, Evommune Capitalize on Positive Phase II Readouts in Atopic Dermatitis: Public Equity Report
Nektar Therapeutics announced robust Phase II results for its IL‑2R modulator rezpegaldesleukin in atopic dermatitis, propelling its stock 51% higher. Leveraging the momentum, the company closed an upsized $400 million PIPE financing consisting of common stock and pre‑funded warrants. Evommune also secured...
SaaS Sales Team Structure and Compensation
After months of marketing effort, SaaS firms often hit a bottleneck in converting leads to revenue. The article outlines a clear revenue‑org model: marketing creates demand, sales closes deals, and customer success drives retention and expansion. It recommends adding a...
A Fresh Energy Supply May Shield Nerves From Diabetic or Chemo-Induced Neuropathy
Researchers funded by the NIH discovered that satellite glial cells (SGCs) deliver mitochondria to sensory neurons through tunneling nanotubes, a process essential for neuronal energy supply. In mouse models of diabetes and chemotherapy‑induced neuropathy, this mitochondrial transfer is impaired, leading...
NIH Halts Arm of Clinical Trial Evaluating a Potential Stroke Treatment
The National Institutes of Health halted the low‑dose rivaroxaban arm of the CAPTIVA trial after the Data Safety and Monitoring Board identified a rise in adverse events and concluded the treatment was unlikely to be beneficial. CAPTIVA, a double‑blind, three‑arm...
NIH Scientists Develop "Digital Twin" Of Eye Cells to Understand and Treat Age-Related Macular Degeneration
NIH researchers have built the first subcellular‑resolution digital twin of human retinal pigment epithelial (RPE) cells, using 3‑D imaging of 1.3 million cells and an AI algorithm called POLARIS. The model maps polarity, organelle size and volume across developmental stages, creating...
NIH Proposes Embryonic Stem Cell Research Shift to Put Patients First
The National Institutes of Health announced a Request for Information aimed at identifying biotechnologies that can replace human embryonic stem cells (hESCs) in research. NIH is temporarily pausing the review and approval of new hESC lines, leaving the existing 503...
SaaS Marketing Team Structure and Roles
Early‑stage SaaS founders often run marketing as a one‑person, ad‑hoc function, which works at half‑million ARR but becomes fragile at $5 M and dangerous beyond $15 M. The article argues that marketing should be treated as a system that builds awareness and...
SaaS Customer Success Team Structure and Compensation
Most SaaS founders focus on sales while neglecting customer success, a misstep that limits net revenue retention (NRR). The article explains that a dedicated CSM team, sized at roughly $1‑2 million ARR per manager, is essential for reducing churn and driving...
BTG Pactual Acquires Brazilian Fintech Meutudo
BTG Pactual announced the acquisition of up to a 48% stake in Brazilian digital‑credit platform meutudo, valuing the fintech at roughly $200 million. meutudo specializes in FGTS‑backed and payroll‑deducted loans, leveraging workers' severance funds to lower interest rates. The app also...
Fintech Lending Giant Figure Confirms Data Breach
Fintech lender Figure Technology confirmed a data breach after an employee fell for a social‑engineering attack, allowing the hacking group ShinyHunters to exfiltrate roughly 2.5 GB of customer files. The leaked data includes full names, home addresses, dates of birth and...
ASID’s 2026 Trends Outlook Examines How Shifts in Wellness, Tech, Workforce and Economy Are Impacting Built Environment Design
The American Society of Interior Designers (ASID) released its 2026 Trends Outlook, sponsored by Sherwin‑Williams, highlighting how wellness, technology, workforce shifts, and economic uncertainty are reshaping interior design. The report emphasizes a move toward performance‑driven, flexible spaces, the rise of...
OpenAI Is Retiring GPT-4o, And The AI Relationships Community Is Heartbroken
OpenAI retired GPT‑4o on February 13, 2026, removing it from ChatGPT’s legacy options as it shifts focus to GPT‑5.1 and 5.2. The move sparked an outpouring of grief on Reddit’s AI‑relationships subreddit, with a petition gathering over 20,500 signatures. OpenAI...
High-Performance Coatings: Built For Speed
High‑performance coatings are emerging as a strategic asset for manufacturers racing to commission new facilities. By applying fire‑resistant epoxy to structural steel in the shop, firms avoid weather‑related delays and accelerate assembly, while tailored floor systems boost durability, cleanliness, and...
Senate Committee Advances FCC Satellite Licensing Bill After Changes
The Senate Commerce Committee voted to advance a revised Satellite and Telecommunications Streamlining Act, softening the original bill's automatic‑approval clause for satellite licenses. The amendment, crafted by Ranking Member Maria Cantwell and Chairman Ted Cruz, requires the FCC to develop...
Great CTAs Echo Customer Intent, Not Commands
The best CTAs don't sound like CTAs. "Submit." No one in the history of the internet has been excited to "submit." "Buy now" vs. "I need this" "Subscribe" vs. "Count me in" "Learn more" vs. "Show me how it works" Generic CTAs describe the action. Great CTAs...
NOAA Nears Rollout of Its Modernized National Spatial Reference System
NOAA's National Geodetic Survey is nearing completion of the modernized National Spatial Reference System, which integrates GPS and GNSS to replace the legacy NAD83 and NAVD88 datums. The new system will deliver centimeter‑level accuracy, streamline surveying, and cut costs for...
Beyond Accuracy: Build Actionable AI Models and Agents
Most portfolios fail because they stop at “model accuracy.” A good AI/DS portfolio has: 1. A model that predicts something the business can act on 2. An AI agent that turns outputs into next steps It's that simple. Want help?
Tricot Snapdragon Mutant Reveals Triple Leaf Pattern Mechanism
Some fun observations: Ive been growing this tricot mutant of my snapdragon line. Note the triple leaf pattern. I cut off the apical meristem and the new lateral buds formed normal dicot branches. So cool to explore the mechanism of this lil...
From Perimeter to Protocol: Reducing Telecom Attack Surface with Privacy-First Mobile Technology
Telecom operators are confronting nation‑state campaigns such as Salt Typhoon and Volt Typhoon that exploit signaling and subscriber identity systems, rendering traditional perimeter defenses inadequate. In a briefing hosted by the Institute for Critical Infrastructure Technology, experts advocated privacy‑first mobile‑carrier...
AI Diagram Tool Still Slower than Manual Slides
Right now it's still taking me more time to generate medium-complexity diagrams by describing them to Nano Banana than by drawing them manually in Google Slides...
Disc CEO Updates
This was over two months ago at ASH, so ages, but here's how Disc's CEO said the bitopertin review was going back then. $IRON https://t.co/9SvSML6th8
More Google Pixel 10a Details Leak (It’s Basically a Pixel 9a+)
Google is poised to roll out the Pixel 10a, its next mid‑range A‑series handset, within days. Early retailer listings reveal that the device is essentially a refreshed Pixel 9a, featuring a modest hardware bump rather than a full redesign. The...
MIRI Technical Governance Fellowship Applications Due Feb 22
Apply for MIRI Technical Governance fellowship program; deadline now set to Sun, Feb 22nd. https://t.co/taJGPK1Wla
Weekly ROS Roundup: ROSCon, Isaac ROS 4.1, Space Missions
Here is your #ROS and open source robotics news for this week: 💘Global ROSCon 2026 website is live 💘@NVIDIA Isaac ROS 4.1 released 💘@PicknikRobotics and Motive are sending ROS to space 💘New Metaquest streaming hand tracker for ROS 2 💘New ROS Diagnostic tools for...
![[In-Depth Guide] The Complete CTGAN + SDV Pipeline for High-Fidelity Synthetic Data](/cdn-cgi/image/width=1200,quality=75,format=auto,fit=cover/https://www.marktechpost.com/wp-content/uploads/2026/02/blog-banner23-22.png)
[In-Depth Guide] The Complete CTGAN + SDV Pipeline for High-Fidelity Synthetic Data
The article walks through a production‑grade synthetic data pipeline that combines CTGAN with the SDV ecosystem, starting from raw mixed‑type tables and ending with model serialization. It demonstrates how to attach metadata, enforce numeric and categorical constraints, and perform conditional...
Podcast: Tesla Semi Price, Toyota Highlander EV, Rivian R2, Ferrari Luce, and More
The Electrek Podcast highlighted a slate of headline‑making EV developments, including Tesla’s $290,000 quote for its 500‑mile Semi truck and the launch of a three‑phase Powerwall 3P. Toyota unveiled the Highlander EV, the first three‑row electric SUV with a 320‑mile range, while...
Ramp and Rippling Are Less Overlapping Than Assumed
Ramp and Rippling don't have as much overlap as people think. So says @rabois 👀 @eglyman @parkerconrad https://t.co/6Xh1bcpnjw
FDA Rejects IRON Disc’s Rare Disease Therapy, CNPV Stumbles
FDA rejects rare disease therapy from $IRON Disc Medicine, early recipient of commissioner’s voucher CNPV program falters out of the starting gate... https://t.co/w4ptB2ecRS via @LizzyLaw_ and me
Heat Pump Sales Dipped in 2025. They Still Beat Gas Furnaces.
U.S. heat‑pump sales slipped in 2025, yet they still outperformed gas furnaces, with September shipments surpassing central ACs for the first time. A 2024 inventory buildup created a backlog that muted demand, while high upfront costs—median $25,000 versus half that...
STAT+: FDA Rejects Rare Disease Therapy From Disc Medicine, Early Recipient of Commissioner’s Voucher
The FDA rejected bitopertin, Disc Medicine’s experimental therapy for acute hepatic porphyria, marking the first drug reviewed under Commissioner Marty Makary’s fast‑track voucher program. The agency cited uncertainties about the link between the trial’s blood‑based biomarker and actual clinical benefit....
AI’s New Land Grab: Meta’s Indiana Megaproject and the Rise of Europe’s Neocloud Challengers
Meta announced a $10 billion, near‑gigawatt data‑center campus in Lebanon, Indiana, marking one of the largest U.S. AI infrastructure projects. At the same time, European AI‑infrastructure specialist Nebius unveiled a 240 MW campus in Béthune, France, repurposing a former industrial site. Both...
Tech Tracker: Toast and Instacart Team up to Tackle Emergency Restaurant Supply Challenges
Toast, a restaurant POS leader, has teamed with Instacart to launch a joint solution for emergency inventory replenishment. The integration lets operators order pantry staples, produce, and cleaning supplies through Toast’s interface and receive same‑day deliveries, often within an hour....
Sex Toys Maker Tenga Says Hacker Stole Customer Information
Japanese sex‑toy manufacturer Tenga disclosed a data breach after a hacker accessed a staff member’s professional email account, potentially exposing customer names, email addresses, and order details. The intrusion allowed the attacker to view historical correspondence and send spam to...
Rapid Growth Crushed Margins and Infrastructure
$2M to $9M ARR in one year. Sounds amazing but... Support went from 200 to 20K tickets/month Servers crashed for a full day Gross margin went from 90% to 20% They threw money at AWS because there was no other option. https://t.co/eT4oChv5G3
When Nudges Aren’t Enough: Study Ponders AS Referral System Changes
A Canadian study of 343 patients with moderate or severe aortic stenosis found that automated prompts in echocardiography reports and EMRs only modestly improved specialist referrals. About 60% of severe AS patients and just over 20% of moderate cases were...
China's Expedition Cloud Trains Hackers on Replica Critical Networks
Leaked files detail a training platform called "Expedition Cloud" that is designed to allow China's hackers to practice hacking critical infrastructure of China’s opponents in South China Sea and Indochina region using replicas of those networks https://t.co/jbJhbj9JRi
Robots Share Power to Rescue Failed Neighbors
A new Science #Robotics study describes a method that enables robotic modules to share their resources with a “dead” neighbor, overcoming failure to ensure the reliability of robot collectives. @robotician @RRL_EPFL https://t.co/NRPlam3xZS https://t.co/pNiqhfqVwD
AI Agent Traffic Drives First Profitable Year for Fastly
Fastly reported its first profitable fiscal year, posting $172.6 million in Q4 2025 revenue, a 23% year‑over‑year increase. The growth is driven by a surge in AI agent traffic, which now represents 29% of all web requests on Fastly’s edge network....
Barbados to Host IDB Invest Sustainability Week 2026, Focused on Mobilizing Private Investment
IDB Invest announced that Sustainability Week 2026 will be held May 26‑28 in Bridgetown, marking the first time the event takes place in the Caribbean. The three‑day forum will convene investors, companies and project sponsors to showcase investment‑ready opportunities in resilience, infrastructure,...
NIH Shifts Funding Away From Pandemic Preparedness
#NIH to deprioritize pandemic preparedness and biodefense research, @nature.com reports, saying director Jay Bhattacharya wants to focus on known diseases, not possible future threats. What could possibly go wrong? https://t.co/6TpLr6pY3B https://t.co/7rVzvkOzkT
