Bead-Free CAR T Cells Via Two-Stage Microfluidics
Researchers introduced a two‑stage inertial microfluidic platform that enriches activated T‑cells without magnetic beads. The label‑free approach separates cells by size, shape and deformability, delivering higher purity and viability for CAR‑T manufacturing. Compatibility with closed‑system GMP processes lowers contamination risk and manufacturing costs, paving the way for scalable, automated production. Validation showed increased CD69‑positive cells and retained cytotoxic function, confirming integration potential.

Nanoclay-Melon Protein Coatings Extend Mushroom Shelf Life
Researchers have created an edible nanoclay‑melon protein coating that dramatically prolongs the shelf life of fresh mushrooms. Laboratory tests showed the coating extended freshness by up to seven days and cut weight loss by roughly 40% compared with untreated produce....
Trust, Payments, and Privacy: What FinTech Can Learn From the AI Girlfriend App Boom
AI companionship apps have evolved from novelty chatbots into a fast‑growing consumer‑tech category that blends conversational AI, voice, image generation, and always‑on availability. Their subscription‑based models bring fintech‑style challenges such as billing reliability, fraud risk, and regulatory compliance. Users judge...

Why Context Is the Missing Link for Trusted AI at Work
M‑Files CEO Jay Bhatt warns that today’s work spans multiple systems, teams and partners, leaving information fragmented and hard to trust. This operational friction slows decision‑making, inflates risk, and diminishes the value of automation and AI investments. Bhatt argues that...

The Future of Extraterrestrial Materials Analysis Group (ExMAG)
NASA’s Planetary Science Division announced it will cease formal support for all Analysis and Assessment Groups, including ExMAG, effective May 2026. Despite losing PSD funding, the Extraterrestrial Materials Analysis Group pledges to keep serving as the conduit between the sample‑science...
G2 and Futurum Boost Real‑Time Decision Intelligence
Amazing add to the G2 Platform, Godard Abel . Excited to have these incredible insights further fuel our exclusive evaluation partnership between G2 and Futurum to power real-time decision intelligence and technology evaluation.
NDSS 2025 – TrajDeleter: Enabling Trajectory Forgetting In Offline Reinforcement Learning Agents
The episode discusses TrajDeleter, a novel method for trajectory unlearning in offline reinforcement learning (RL) agents, presented by researchers from the University of Virginia and the Chinese Academy of Sciences. TrajDeleter trains agents to degrade performance on states from specific,...

New CISA Guidance Targets Insider Threat Risks
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) released a new infographic aimed at helping critical‑infrastructure operators and state, local, tribal and territorial (SLTT) governments manage insider threats. The guidance outlines a four‑stage model—plan, organize, execute, maintain—and stresses building multidisciplinary...

Quantum Computing Advances Cryptographic Algorithms for Data Security , a Doctoral Guide
The new doctoral guide by Darlan Noetzold, Valderi Reis Quietinho Leithardt and co‑authors delivers a comprehensive overview of post‑quantum cryptography, mapping lattice, code, hash‑based, multivariate and isogeny schemes while dissecting the NIST standardisation process. It details the practical hurdles of...

Arcee Trinity Large Merges MoE, Gated
It's been a while since I did an LLM architecture post. Just stumbled upon the Arcee AI Trinity Large release + technical report released yesterday and couldn't resist: - 400B param MoE (13B active params) - Base model performance similar to GLM...
EXCLUSIVE: X’s Memelord Product Chief Has a Plan to Save the Platform—If Grok Doesn’t Destroy It First
X’s product chief Nikita Bier unveiled a multi‑phase strategy at CES 2026 aimed at reviving the platform by leveraging meme‑centric content and AI‑enhanced advertising. The plan introduces AI‑curated meme feeds, new short‑form ad formats, and tighter integration with the upcoming...
Mastercard Reworks Cap One Pact
Mastercard announced a renegotiated services agreement with Capital One, extending its network role after Capital One’s $35 billion acquisition of Discover. The new pact will route a large portion of the newly acquired credit accounts through Mastercard, though details remain limited....

JCPenney Invites Shoppers to ‘Ex-Change’ Their Old Jewelry for Valentine’s Day
JCPenney launched the "Ex‑Change" program, letting shoppers swap old jewelry for a free ½‑carat lab‑grown diamond necklace in 14k gold. The first 100 customers at the Garden City flagship and the first 50 at other stores receive the necklace instantly,...
Crocs Puts Self-Expression over Algorithmic Sameness with New Platform
Crocs introduced its first global brand platform in nearly a decade, "Wonderfully Unordinary," to replace the 2017 "Come As You Are" campaign. The new platform emphasizes self‑expression and real‑world experiences as a counterpoint to the algorithmic sameness dominating digital culture....

Drone-Enabled Bird Management for Australian Horticulture
AERIUM Analytics and Hort Innovation have launched a three‑year, government‑backed project to develop drone‑based bird deterrence for high‑value horticultural crops in Eastern Australia. The initiative will field‑test both fixed‑wing and flapping‑wing drones, aiming to create a practical, scalable solution that...
Is the RAM Shortage Killing Small VPS Hosts?
The AI boom has pushed DRAM manufacturers toward high‑bandwidth memory for hyperscalers, driving standard RAM prices up to $2,500 per module and doubling server costs. Small VPS operators, which rely on commodity servers, now face dramatically higher capital expenses. The...

Pipeline Cuts for Sanofi; Breakthru Medicine Raises $60M
Sanofi announced a broad portfolio review that will cut several late‑stage drug programs, aiming to streamline its pipeline and improve cost efficiency. The cull affects multiple candidates across therapeutic areas, though specific names were not disclosed. In parallel, Breakthru Medicine...

Breakthru Medicine Raises $60M in Series A Funding
Breakthru Medicine, a Phoenix‑based oncology startup, announced a $60 million Series A round led by a board of seasoned investors including Dave Morehead, Fred Eshelman and Mark Gergen. The capital will fund expansion of its precision‑therapy platform targeting solid tumors deemed “undruggable.” Breakthru’s pipeline...
Sensor Integration Challenges in Multi-Layered Defense Architectures
Multi‑layered defense architectures impose artificial boundaries that fragment the engagement timeline, introduce handoff latency, and force sub‑optimal resource allocation. Heterogeneous sensors—radar, EO/IR, RF, acoustic—have mismatched refresh rates, coordinate systems, and data formats, leading to data‑fusion conflicts, temporal misalignment, and transformation...
Fiserv Sued over Alleged Lax Security
Payment processor Fiserv faces a lawsuit from FiCare Federal Credit Union alleging that its Virtual Branch Next platform lacked basic cybersecurity controls, allowing hackers to hijack customer accounts and steal hundreds of thousands of dollars. The complaint claims Fiserv failed...
Payoneer Expands Capabilities in Mexico and Indonesia
Payoneer announced new local collection capabilities in Indonesia and an expanded Mexican peso collection service, allowing SMBs to receive payments from regional marketplaces faster and cheaper. The enhancements target the world’s largest Southeast Asian ecommerce market and the rapidly growing...

Do You Have Ideas About How to Improve America's Space Program?
The Space Ideation Challenge, launched by U.S. academic and defense leaders, offers a $125,000 prize pool to surface fresh concepts for America’s space program. It arrives as China’s capabilities close the gap with the United States and commercial firms like...
How Tree Rings Help Scientists Understand Disruptive Extreme Solar Storms
A new study in New Phytologist reveals that tree species record radiocarbon spikes from extreme solar storms—known as Miyake events—differently due to variations in carbon uptake, storage, and allocation. These biological nuances can shift the timing and intensity of the...

Google Targets IPIDEA in Crackdown on Global Residential Proxy Networks
Google and partners disrupted the IPIDEA residential proxy network, one of the world’s largest, by taking down domains, sharing intelligence, and enforcing Play Protect. The operation removed SDKs embedded in millions of Android, Windows, iOS, and WebOS apps, sharply reducing...

Tomorrow.io Announces DeepSky a New AI Satellite Constellation Privatizing Precision Weather
Tomorrow.io unveiled DeepSky, an AI‑native satellite constellation designed to deliver high‑frequency, customized weather and ocean data for enterprise and government users. The company received operational‑grade validation from NOAA, which praised the microwave sounders’ radiometric accuracy and cross‑satellite consistency. DeepSky builds...

SAP Tops Estimates but Cloud Backlog Miss Rattles Investors
SAP reported Q4 2025 revenue of $11.6 billion and operating profit of $3.1 billion, beating estimates and delivering a 27% profit surge. Cloud revenue rose 19% to $6.7 billion, pushing the operating margin to 29.2% and free cash flow to $1.2 billion. However, the...

Polish Satellites Are Working Properly in Orbit
Creotech Instruments announced that the HyperSat platform on Poland’s PIAST constellation is fully operational after successful commissioning of the PIAST‑S1 and PIAST‑S2 satellites. The three‑satellite fleet, launched on SpaceX’s Transporter‑15 mission on 28 November 2025, has received NORAD identifiers and has already...

Toimi Expands SEO Optimization Capabilities Using AI-Powered Analytical Tools
Toimi has launched AI‑powered analytical tools to overhaul its SEO workflow, focusing on content structure, semantic clustering, and search intent analysis. The technology processes massive datasets, enabling strategic planning of site architecture rather than chasing short‑term ranking spikes. AI insights...

Summit Says FDA Will Decide to Approve Its Cancer Drug by November
Summit Therapeutics announced that the U.S. Food and Drug Administration has set a target date of November 2024 to render a decision on its flagship cancer immunotherapy. The drug, positioned as a next‑generation immuno‑oncology agent, has completed its pivotal Phase III...
GFT and Ozone API Partner to Guide Canadian Institutions Through Open Banking Transition
GFT and Ozone API announced a partnership to deliver an end‑to‑end open‑banking solution for Canadian financial institutions. The collaboration leverages GFT’s 35‑year banking expertise and Ozone’s global open‑API platform, aiming to simplify regulatory compliance, security and data‑consent challenges. With the...

Insurers Betting Big on AI: Accenture
Accenture’s Pulse of Change survey finds 90% of senior insurance executives will increase AI spending in 2026, with 85% viewing AI primarily as a revenue engine. While 34% of insurers are already deploying AI agents across multiple functions, data‑quality issues...

M3ter Announces “M3sh Workflows”
m3ter unveiled m3sh Workflows, a low‑code automation layer that links core CRM and ERP systems—such as Salesforce and NetSuite—to its usage‑based pricing platform. The solution lets software firms process usage data, apply complex rating, and synchronize quote‑to‑cash flows without replacing...

Aisuru Botnet Sets New Record with 31.4 Tbps DDoS Attack
The Aisuru/Kimwolf botnet launched a hyper‑volumetric DDoS assault that peaked at 31.4 Tbps and 200 million requests per second, eclipsing its own 29.7 Tbps record. Cloudflare detected and automatically mitigated the attack on December 19, 2024, without triggering internal alerts. The campaign primarily hit...
Stop DIY Taxes—Automate with Anrok for Scale
4 signs you should not be going it alone, tax-wise: 1. You are not, in fact, an accountant. 2. You crossed the $1M annual sales mark and your tax filings went from 2 --> 40, overnight. 3. You did not...
LLM Future: Transformers Evolve, Inference Scaling Takes Spotlight
Had a fun chat with @mattturck the other day where we talked about a bunch of interesting LLM stuff... Basically everything from the future of the transformer architecture to inference-time scaling as a recent MVP of LLM performance:

Digital Friction Is Quietly Crippling UK Productivity, and AI Could Be the Turning Point
Digital friction is eroding productivity across UK businesses, with 46% reporting revenue loss and 55% facing project delays. Frequent connectivity glitches, software crashes, and authentication failures force employees into workarounds, increasing security risks and turnover costs. The article highlights AI‑driven...

Software Sector Sees Broad Sell‑off, 73% Down
Is there a broad cycling out of software? 73% of public software companies fell today. Median decline: -4.7%. Biggest drops: - Smartsheet -12.6% - Atlassian -12.2% - ServiceNow -11.9% - Microsoft -11.7% - HubSpot -10.7% https://t.co/cLD4hrhCg2
Leaked Data Reveals Mechanisms of JNJ and MRK ADCs
With a tipoff from a friend, and some info that probably shouldn't have been posted in a trial registry, the mechanisms of ADCs JNJ-95437446 $JNJ & SKB571/ MK-2750 $MRK have been revealed. Quite amazing given the recent $GMAB news. Via...

Pipe17 Customers and Their AI Agents Are Now onX-Enabled
Pipe17 announced that every customer now accesses the Order Network eXchange (onX), an open standard built on the Model Context Protocol (MCP) for sharing order, inventory, and fulfillment data. The onX specification, governed by the Commerce Operations Foundation—a body co‑founded...
Wrong Leaders Cost Years of Lost Potential
Picking the wrong VP reverberates for 2+ years Picking the wrong cofounder reverberates for 10+ years You don’t fail, it’s just you could have done so much more. And that compounds, too.
SNY Drops Alphamedix, Opening Window for CATX
Looks like $SNY discontinued Alphamedix/ SAR447873, licensed in Sep 2024 from Radiomedix & Orano Med, h/t B Riley. @ByMadeleineA covered it at #Esmo25 and flagged dysphagia & renal tox. https://t.co/6L2O0c5cOA Good news for $CATX?

Virtue AI AgentSuite Enables Enterprises to Test and Secure AI Agents
Virtue AI has launched AgentSuite, a multi‑layer security and compliance platform designed for enterprise AI agents. The solution lets organizations test agents, enforce real‑time guardrails, and control tool access while providing full audit trails. IBM research shows 79% of enterprises...
Introverts Can Thrive in Content Strategy Too
If your content strategy depends on being an extrovert, it’s a bad strategy. Quiet people sell too.

Apple's iPhone Privacy Shield Lacks U.S. Carrier Support
Apple’s new iPhone security feature limits cell networks from collecting precise location data, but appears to have very limited support in the U.S. at the moment. Here’s to hoping all the big carriers get on board too. https://t.co/tCJT63yJO3 https://t.co/PK9jhIlU18

Autonomous Quantum Error Correction Achieves Passive Stability in Two Dimensions
Researchers at the Max Planck Institute have demonstrated autonomous quantum error correction in two spatial dimensions using a quantum cellular automaton. The scheme operates via a time‑independent, translation‑invariant Lindbladian, establishing a noise threshold below which logical errors decay as the...

Biotech’s Next Chapter: Asset-Centric Deals and Shifting Alpha at JPM 2026
Biotech is emerging from a multi‑year slump into a new cycle driven by late‑stage, asset‑centric deals, as highlighted at JPM 2026. While headline megadeals were scarce, rumors around Revolution Medicines and Abivax and announced transactions such as Eli Lilly‑Ventyx and GSK‑RAPT underscored...
Employment Fraud & Hiring Risk: When Access Becomes Risk
The episode explores how employment fraud transforms hiring into a security risk, highlighting that in today’s remote, AI‑driven workforce, malicious actors can fabricate identities and gain trusted access before any internal controls engage. It explains that static background checks are...
EU Import of Cheap Parcels Rises 26%
EU imports of low‑cost ecommerce parcels jumped 26% last year, reaching 5.8 billion items valued under €150 each—roughly one parcel per citizen per month. The surge is driven largely by Chinese platforms such as AliExpress, Shein and Temu, whose growth has...

Atos Named Best-in-Class for IT/OT Cybersecurity by PAC France
Atos has been named Best‑in‑Class for IT/OT Cybersecurity Services in France for 2025 by PAC Innovation Radar. The award highlights Atos’ extensive portfolio, including auditing, consulting, field operations, and managed services, backed by dedicated OT Security Operations Centers and a...
You’re Not Paranoid: Lawyers ARE Coming to Get You.
Comstar LLC, an ambulance billing vendor, suffered a March 2022 ransomware attack that exposed the protected health information of roughly 585,621 individuals. Federal regulators settled for $75,000, while Connecticut and Massachusetts AGs imposed a combined $515,000 penalty and a detailed...