NSF’s New $30M Strategic Breakthrough Awards: How to Qualify
NSF SBIR/STTR relaunched with $250M including $30M Strategic Breakthrough awards. Learn how deep tech startups can qualify for these non-dilutive funding opportunities with 100% matching funds.
Deep Tech Funding Tracker: Q2 2026 Deals and What They Signal
Q2 2026 saw $600M+ in deep tech AI funding rounds from General Intuition, Sail Research, Taktile, Scaled Cognition, and Patronus AI. Analyze key deals, investor signals, and emerging trends for venture capital and corporate venture investors.
Navigating the Proposed Patent Tax: 5 Strategies to Demonstrate Bayh-Dole Value
U.S. Commerce Secretary Howard Lutnick proposed that the federal government claw back 50% of patent licensing revenue universities earn from federally funded research. In late 2025, Lutnick argued on “The Axios Show” that because the government distributes roughly $50 billion annually in research grants, taxpayers should act like venture capitalists and receive a direct share of profits. This proposal directly challenges the Bayh-Dole Act of 1980 and has drawn strong opposition from the AAU, AUTM, and the Bayh-Dole Coalition. Here are five evidence-based strategies for technology transfer offices to demonstrate Bayh-Dole value and respond to this policy threat.
What the LSU-Hyundai Steel Deal Teaches About University-Industry Master Agreements
Analysis of the LSU-Hyundai Steel Master Research Agreement: how pre-negotiating IP, workforce, and commercialization terms creates scalable university-corporate partnerships that reduce friction and accelerate research execution.
How AI is Revolutionizing a New Era of Scientific Discovery
Imagine a research assistant that never gets tired, can read millions of scientific papers in minutes, and spots patterns that would take human scientists years to find. That’s what artificial intelligence is becoming for scientists around the world, and it’s transforming how we make breakthrough discoveries.
Why Businesses Must Consider AI Acquisitions
In the last decade, the artificial intelligence revolution transformed from a technological curiosity into a business imperative, driving unprecedented merger and acquisition activity across industries. As AI capabilities became essential for competitive survival, companies have turned to acquisitions as the fastest path to integrate advanced AI technologies, talent, and expertise into their operations.
Federal Appeals Court Rejects AI Copyright Claims in Landmark Thaler v. Perlmutter Ruling
DC Circuit Court definitively ruled March 18, 2025 that AI systems cannot be copyright authors, affirming human authorship as bedrock requirement while leaving open questions about AI-assisted works requiring human creativity input.
How California AI Regulations Compare to International AI Policy
California’s AI regulations lead US state efforts with employment bias testing, transparency requirements, and court guidelines, while EU AI Act sets global standards and New York focuses on hiring audits. Colorado and Illinois follow with targeted employment protections.
California Creates New AI Rules That Affect Jobs and AI User Privacy
California has enacted multiple AI regulations taking effect 2025-2026, including employment bias testing requirements effective October 1, 2025, court system AI policies by September 1, 2025, and mandatory transparency for generative AI training data starting January 1, 2026.
AI Photo Selection Privacy Risks When You Give Apps Access to Your Camera Roll
AI photo selection apps like Tinder’s Photo Selector analyze your entire camera roll using facial recognition and metadata extraction, creating privacy risks including biometric data storage, targeted advertising, and potential security breaches that users often don’t fully understand.
How do AI dating apps compare to regular dating apps?
AI dating apps use machine learning algorithms to provide more personalized matches and show 14% higher user engagement than traditional apps, but face challenges with authenticity concerns and user skepticism, especially among women and Gen Z users.
Understanding the Role of AI in Dating Life
Artificial intelligence is transforming how people find love through dating apps, using smart algorithms to suggest better matches and assist with conversations, but users worry about losing authentic human connections in the process.
How to Get Your OpenAI API Key in 3 Minutes
This guide shows you how to create, secure, and manage your OpenAI API key quickly and safely—covering generation, storage best practices, environment setup, and handling key rotation.
Trump Revokes Biden AI Rules Creating New Regulatory Era
In January 2025, President Trump rescinded Executive Order 14110, eliminating comprehensive federal AI oversight including bias testing requirements and safety protocols. His “America’s AI Action Plan” prioritizes deregulation and innovation over safety measures, while states like California continue advancing their own AI regulations, creating a complex patchwork of rules for businesses.
99% GenAI Adoption Rate Achieved Across Healthcare Organizations Despite Critical Infrastructure Security Gaps
Healthcare organizations achieve 99% generative AI adoption rate globally, but 96% report insufficient security infrastructure to protect patient data during AI implementation and scaling processes.