Unstructured Data Forces a Rethink of Enterprise AI Platforms
Enterprises are hitting a scaling wall as unstructured data pipelines fail to meet the latency, throughput, and consistency demands of AI inference workloads. Hewlett Packard Enterprise (HPE) reports customers are pressing for end‑to‑end pipeline redesigns, including RDMA‑enabled data movement, to keep GPUs fully utilized. The shift is also driving a push for open metadata standards and unified control planes that span hybrid cloud‑on‑prem environments. Ultimately, vendors must deliver platforms that serve multiple use cases—AI, analytics, and resilience—to justify ROI.
Focus on Feelings, Not Views, to Boost Marketing
If you want to instantly improve your marketing, stop saying: “I want people to see this.” Start saying: “I want people to feel this.” Marketing, sales, and growth are emotional. Once you get that, the copy writes itself.
AI Fuels Growth, Yet Responsibility Must Lead
It was a privilege to join Mélanie Joly , Ruth Porat , Khaldoon Khalifa Al Mubarak, Thomas Buberl , and Francine Lacqua at the World Economic Forum to discuss new sources of growth. As I said at the panel, AI...
MicroRNA-15a/16-1 Deletion Boosts Stroke Recovery
Researchers have demonstrated that genetic deletion of microRNA‑15a/16‑1 markedly accelerates functional recovery after experimental stroke. In mouse models, the knockout reduced infarct volume by roughly 30% and restored motor coordination within weeks. The therapeutic effect appears linked to heightened angiogenesis,...
Sex-Specific Molecular Divergence in Bladder Cancer Discovered
Researchers have identified distinct molecular signatures in bladder cancer that differ by patient sex. Analyzing more than 1,200 tumor genomes and transcriptomes, the study found higher FGFR3 mutation rates in males and elevated immune checkpoint markers in females. These sex‑specific...
NASA Awards Global Modeling, Assimilation Support Contract
NASA has awarded ADNET Systems, Inc. a five‑year, cost‑plus‑fixed‑fee contract to provide global modeling and data assimilation support for the Goddard Space Flight Center. The indefinite‑delivery/indefinite‑quantity agreement caps at roughly $84 million and begins on March 15, 2026. ADNET will maintain the Goddard...
Scale Beyond Intro Deals with Targeted Marketing Tactics
If you've got initial Product Market Fit and you've got revenues flowing. BUT. You got most of these deals through sweetheart intros. THEN. It's time to spin up Marketing so you get more pipeline. Here are the 3 key ways...
Equifax Launches AI-Powered Tool to Combat Synthetic Identity Fraud
Equifax unveiled Synthetic Identity Risk, an AI‑driven solution that flags synthetic identity fraud using machine‑learning analysis of identity data, credit histories, and behavioral signals. The tool can be deployed at account opening or continuously for ongoing monitoring, enabling lenders to...
Customers Ask for Features You Already Offer
One of the best reasons to talk to customers regularly is to hear their feature requests for features you already have. Yes, YOU know it exists. YOU know where it is. YOU know your product has it. YOU know how to...
AI Startups Outperform Non‑AI: Higher ARR, Faster Growth
👨🦳Non-AI startups: - Lots CSMs (vs FDEs) - AI agent is slow / not truly great, not #1 focus of company - Not gaining market share - Customers don’t want to pay 2x-10x more for AI Agent (honest truth: not great) - Still very large...
Device-Independent QKD Achieves Key Generation with Photonic Devices, Overcoming 1 Challenge
Researchers at Université Paris‑Saclay and Université Côte d’Azur have demonstrated a device‑independent quantum key distribution (DIQKD) protocol using a photonic circuit identified through machine learning. By introducing a block‑hierarchy semidefinite programming method and a finite‑size security analysis, they show that...
How an AI Agent Chooses What to Do Under Tokens, Latency, and Tool-Call Budget Constraints?
MarkTechPost introduces a cost‑aware planning AI agent that explicitly balances token usage, latency, and tool‑call budgets when generating action plans. The agent creates multiple candidate steps, estimates their resource spend, and employs a beam‑style search with redundancy penalties to select...
Digital Wallet: A Smarter Way to Manage and Move Money
Digital wallets are software platforms that store payment credentials and enable instant, encrypted transactions via smartphones or computers. They combine convenience, security features like biometrics and tokenization, and financial organization tools such as spending categorization. For merchants, offering wallet payments...
Distributed Quantum Sensing Achieves 1/N^2 Precision Without Entanglement
Researchers introduced a distributed quantum sensing protocol that uses a causal‑order switch instead of entangled probes, achieving a 1/N² precision scaling. The method was experimentally validated in a free‑space optical network with up to nine sensors, delivering picoradian‑scale tilt‑angle estimation....
Trump Pulls Back From 401(k) Use for Down Payments
President Donald Trump signaled resistance to allowing penalty‑free withdrawals from 401(k) plans for home down‑payments during his return from the World Economic Forum in Davos. He told reporters he is "not a huge fan" of the idea, noting the strong...
Top 10 SaaS Cloud Multiples at Week’s Close
This week in enterprise software: Top 10 #SaaS #Cloud multiples as of today's market close
Payment by ACH: A Smart and Secure Way to Transfer Money
Payment by ACH is an electronic bank‑to‑bank transfer that moves funds through the Automated Clearing House network, handling everything from payroll to bill payments. The system processes transactions in batches, typically settling within one to three business days, with same‑day...
Consumer Sentiment Improves Even as Financial Strains Persist
The University of Michigan’s Consumer Sentiment index rose to 56.4 in January, up from 52.9 in December, driven mainly by a modest easing of inflation expectations that fell to 4.0%. Despite the monthly gain, sentiment remains over 20% below its...
PE Shifts Away From Vanilla SaaS, Seeks AI Growth
There’s a tough topic that it’s time to be honest about in 2026: PE is no longer coming to the rescue. It was a great run. From 2012-2023 or so, almost any B2B or SaaS company that hit $20M ARR,...
Invoice Payments: A Complete Guide for Faster, Smarter Business Transactions
Invoice payments are a linchpin of cash flow, yet many firms still wrestle with delays and manual errors. The article outlines how digital tools, from automated invoicing to integrated payment gateways, are reshaping collections. It highlights best‑practice tactics—clear terms, prompt...
Quantum Networks Achieve Accurate PDE Solutions, Advancing Physics-Informed Neural Networks
Scientists from the German Aerospace Center unveiled quantum‑enhanced physics‑informed neural networks (qPINNs) that fuse variational quantum circuits with classical layers to solve nonlinear partial differential equations. In benchmark experiments qPINNs achieved comparable mean‑squared‑error to classical PINNs while requiring roughly ten‑fold...
Brisk Demand for Follow-Ons Could Augur IPO Appetite: Public Equity Report
A quartet of public biotech companies announced enlarged follow‑on offerings, collectively raising $665 million. The upsized deals follow Aktis Oncology’s recent $365 million IPO, which expanded the Nasdaq biotech queue. Analysts interpret the strong demand for secondary offerings as a barometer of...
TrueVault (YC W14) Is Hiring a Growth Lead to Test Different Growth Channels
TrueVault, a Y Combinator‑backed privacy‑focused SaaS for SMBs, is hiring its first Growth Lead. The remote, US‑based role will design and test multiple acquisition channels, own the end‑to‑end sales motion, and drive a 15‑25% quarterly increase in qualified pipeline. Compensation...
Sovereign Space, Smart Weather, and a Very Busy Orbit.
The episode spotlights major developments in the increasingly crowded orbital environment, including D‑Orbit’s $53 million Series D raise to boost M&A and in‑space computing, Loft Orbital’s selection as prime contractor for France’s DESIR radar‑imaging program, and Aalyria’s award from the U.S. Air...
Qufid Advances Quantum Program Fidelity Estimation with Adaptive Measurement Budgets
Researchers from Zhejiang University introduced QuFid, an adaptive framework that estimates quantum program fidelity by dynamically allocating measurement shots. By modeling circuits as directed acyclic graphs and integrating real‑time statistical feedback, QuFid quantifies structural complexity and hardware‑specific noise without pre‑calibrated...
Graphene May Have Been Unintentional Byproduct of Edison's 1879 Light Bulb Experiments
Researchers at Rice University have shown that Thomas Edison’s 1879 carbon‑filament light bulbs likely generated turbostratic graphene through flash Joule heating. By applying a 110‑volt DC pulse for just 20 seconds, the carbon filaments reached 2,000‑3,000 °C, a temperature regime known...
Octopus Antioxidant Shields Perovskite Solar Cells From Decay
Researchers introduced a thin taurine interlayer between tin‑oxide electron‑transport layers and perovskite absorbers, dramatically slowing oxygen‑induced decay. The antioxidant quenches superoxide radicals, regenerates via a peroxide cycle, and reduces interfacial trap density, enabling 97% efficiency retention after 450 h at 65 °C....
IBD Linked to Colon Cancer Through TL1A-Driven Immune Pathway
Inflammatory bowel disease (IBD) heightens colorectal cancer risk through a TL1A‑driven immune pathway. TL1A activates gut‑resident ILC3 cells, prompting them to release GM‑CSF, which triggers emergency granulopoiesis and floods the colon with tumor‑promoting neutrophils. Mouse experiments showed that removing the...
Checkissuing: A Complete Guide to Secure and Efficient Payment Processing
Check issuing remains a core payment method for payroll, vendor payments, and reimbursements despite the rise of digital transactions. The process involves payment authorization, check preparation, verification, distribution, and record‑keeping, each critical for accuracy and compliance. Automated solutions integrate with...
Unrolling the Codex Agent Loop
OpenAI’s Codex CLI introduces an agent loop that orchestrates user prompts, model inference, and tool executions to generate reliable software changes. The loop builds a role‑ordered prompt, streams model responses via SSE, and feeds tool outputs back into subsequent queries....
After Review of 60 Programs Last Year, 2026 Is SSC’s Year of Execution, Maj. Gen Purdy Says
The Space Systems Command (SSC) reviewed 60 programs in 2023, applying new acquisition directives that emphasize fixed‑price contracts, smaller satellites, and three‑year fielding cycles. Acting service acquisition executive Maj. Gen. Stephen Purdy says 2026 will be the "year of execution,"...
OpenAI's Upcoming Codex Update Will Hit the Company's "High" Cybersecurity Risk Level for the First Time
OpenAI announced that upcoming updates to its Codex code‑generation model will push it into the “High” cybersecurity risk tier in the company’s internal risk framework, the first time a model has reached that level. The “High” designation means Codex could...
Content Marketing Tips: 10 Ways To Improve Your Strategy
In this episode Karl Bowman stresses that trust has become the core metric for content success, urging marketers to embed credibility through expert voices, transparent data, and a "trust audit." He introduces a "two‑speed funnel" that splits strategy between Answer...
ESP32 Implements PID Control for Ball‑Beam Robotics
PID Control of a Ball and Beam System using a ESP32 microcontroller. Video: https://lnkd.in/dDWGgZFm —- Weekly robotics and AI insights. Subscribe free: scalingdeep.tech
Factors Influencing Climate-Smart Farming in Nigeria
A recent study of Nigerian smallholder farmers identifies the primary drivers behind the uptake of climate‑smart agricultural practices. Access to reliable information, availability of financial resources, and robust social networks emerge as the most influential factors. Government policies and technology...
Novo's Wegovy Pill Off to a Solid Start After Just Two Weeks on Market
Novo Nordisk’s oral semaglutide, sold as the Wegovy pill, has demonstrated a strong start within its first three weeks on the U.S. market. Prescription volume has risen sharply, outpacing early forecasts and indicating robust demand for an oral alternative to...
Founders Overraise, Ignoring YC’s “Default Alive” Wisdom
YC’s best advice is “default alive” - have enough cash to survive without the next raise. Great advice… nobody f*cking does it. Paul Graham (the founder of YC) once said he’d raise $500K, get ramen profitable, and probably never raise...
Eastern Swears Off M&A Amid Activist Investor's Pressure
Eastern Bankshares’ CEO Denis Sheahan announced the bank will no longer pursue any new M&A deals, pivoting instead to organic growth and capital returns. The firm has accelerated its share‑repurchase program, buying back 635,000 shares for $12.3 million and plans another buyback...
Here Are the 20 FinTech Deals of the Past Week
FinTech fundraising fell to $898 million across 20 deals, down from $1.5 billion the week before. The biggest round was UAE‑based WealthTech startup Mal, which raised $230 million to launch an AI‑native Islamic digital bank. U.S. music‑tech firm Duetti secured $200 million, while PayTech...
SEO First: Why Generative Engine Optimisation Depends on Strong Foundations
The episode explains that e‑commerce brands must treat SEO as the essential foundation for AI‑driven search, using technical SEO, clear site architecture, unique product content, and internal linking before tackling Generative Engine Optimization (GEO) and AI Optimization (AIO). It stresses...
How Family Offices Use Specialized Tax Advisors to Protect Complex Wealth
Family offices are shifting from basic compliance to strategic tax planning, engaging specialized advisors early to shape ownership structures, timing, and income characterization. This coordination across investment, estate and philanthropic decisions reduces audit risk and improves capital efficiency. Firms such...
Lung Cancer’s “Bodyguard System” Discovered by Singapore Scientists
Singapore’s A*STAR Institute of Molecular and Cell Biology identified a P2Y2‑integrin axis that protects mutant EGFR proteins in non‑small cell lung cancer from degradation. The study screened over 21,000 genes and found that excess extracellular ATP activates P2Y2, which partners...
Macrophage-Targeting CAR T Cell Therapy Improves Survival in Solid Tumor Mouse Models
Scientists at Icahn School of Medicine have engineered IL-12‑producing CAR T cells that specifically target tumor‑associated macrophages (TAMs) rather than cancer cells. In mouse models of metastatic lung and ovarian cancer, the anti‑TAM CAR T therapy dramatically extended survival, with...
New Framework Gives Robots Realistic Lip‑Sync in 12 Languages
Scientists have designed a framework that enables a humanoid robot face to produce realistic lip-audio synchronization across 12 different languages, including English, Russian, Korean, and Arabic. Learn more in Science #Robotics: https://t.co/Sk4UElC3o8 https://t.co/ixFf5bGNv0
Biotech Shifts: New Masks, Diversification, AI‑Driven Trials
A few key takeaways from this week’s top biotech news: $BMY & $JANX: Tackling T-cell toxicity with tumor-activated masks. $PFE & $NVAX: Diversifying beyond mRNA for strategic risk hedging. $JNJ: projecting >$100B revenue post-Stelara patent cliff. $RHHBY: Building manufacturing moats for obesity market dominance. FDA:...
Technology Meets Trust: The Real Role of Digital Banking, with Frank Hopkins.
In this episode, host Josh DeTar talks with Frank Hopkins, founder and CEO of Hopkins Leadership, about how community banks can stay relevant amid rapid technological change and competition from larger institutions. Hopkins emphasizes that a bank’s true advantage lies...
DeepSky Constellation Enables Real‑Time Global Atmospheric Monitoring
https://t.co/Bj9B34UX2f announced a new constellation to track activity across Earth’s atmosphere and oceans. Called DeepSky, the sat network is designed to provide global atmospheric monitoring in real time. That’s a lot of ground to cover. https://t.co/awckkrrhaZ
NDSS 2025 – WAVEN: WebAssembly Memory Virtualization For Enclaves
Researchers from Southern University of Science and Technology and ByteDance presented WAVEN, a WebAssembly memory virtualization layer designed for trusted execution environments (TEEs). WAVEN enables cross‑module memory sharing and page‑level access control, addressing the linear memory model’s limitations in Wasm‑based...
Goldman Sachs Announces New Roles for Minnis and Wheeler
Goldman Sachs has reshaped its global credit franchise by creating a new position for veteran partner Christina Minnis as global head of the alternatives origination group. Minnis will retain her existing roles overseeing credit, asset finance and acquisition finance, reporting...
Jeff Bezos' Blue Origin Will Refly Booster on Next Launch of Powerful New Glenn Rocket
Blue Origin announced that its New Glenn NG‑3 mission, slated for late February, will reuse the first‑stage booster from the NG‑2 flight that delivered NASA’s ESCAPADE probes. The launch will place AST SpaceMobile’s large Block 2 BlueBird satellite into low‑Earth orbit, advancing...