Aventurine Capital Group

The era of blind trust in major cloud providers is coming to an end. CIOs are rethinking their cloud strategies as hidden costs, compliance challenges, and inflexible pricing models eat away at promised savings. Companies are now turning to hybrid models, managed service providers, and niche cloud vendors that offer more control and predictable costs. Regional and sovereign cloud solutions are also gaining traction, providing localized compliance and improved security. The future of cloud computing is not about abandoning the cloud but about smarter, more strategic choices that prioritize flexibility and financial sustainability. https://lnkd.in/g7PjtSjT #Cloud #Computing #IP #VC #DeepTech

Chemists have cracked a major challenge in molecular synthesis by directly inserting nitrogen into carbon-carbon double bonds. Researchers in Switzerland and China have developed two different strategies to achieve this, creating new possibilities for drug discovery and synthetic chemistry. One approach mimics the ozonolysis reaction to convert alkenes into nitrogen-containing compounds, while the other uses a radical mechanism with a recyclable copper catalyst. Both methods are mild, scalable, and compatible with complex molecules, making them highly attractive for pharmaceutical applications. These breakthroughs could streamline synthetic routes and make late-stage modifications more efficient. A game-changer for chemistry that could reshape how we design and produce life-saving medications. https://lnkd.in/gquVh8M4 #Chemistry #Pharma #SyntheticChemistry #DeepTech #IP

Quantum entanglement just got even stranger. A new study on strange metals reveals that quantum Fisher information, an entanglement measure, peaks at the quantum critical point and signals a deeply entangled ground state. This finding, backed by experimental data from neutron scattering, challenges traditional ideas about metallic quantum phases. It also highlights how quasiparticles disappear at quantum criticality, which is a defining feature of strange metals. By applying quantum information theory to strongly correlated materials, researchers are uncovering new ways to understand quantum matter. This could be a major step toward harnessing quantum entanglement for future technologies. https://lnkd.in/gAsDp_Rp #Quantum #MaterialsScience #Physics #DeepTech #Patents

GPS jamming is a real threat, and Lockheed Martin is stepping up with a quantum-powered solution. The defense giant has secured a contract to prototype a quantum-enabled Inertial Navigation System (QuINS) that can provide precise navigation without GPS. Partnering with Q-CTRL and AOSense, Inc, they aim to move quantum navigation out of the lab and into real-world deployment. Quantum sensors measure motion with extreme precision, offering a reliable alternative in contested environments where GPS signals are disrupted. If successful, this technology could reshape military navigation and even pave the way for civilian applications. The race for resilient navigation is on, and quantum just might be the breakthrough that changes everything. https://lnkd.in/ga8nHHAx #AI #Aeronautics #Quantum #GPS #DeepTech

Early detection of mild cognitive impairment could be a game changer in the fight against Alzheimer’s, but access to testing remains a huge barrier. Researchers at the University of Missouri-Columbia have developed a portable, affordable system that can detect subtle motor function changes linked to cognitive decline. The device, using AI and simple motion tracking, correctly identified 83% of study participants with MCI—a promising step toward earlier diagnosis and intervention. With Alzheimer’s cases expected to more than double by 2060, tools like this could bring testing to underserved communities, from senior centers to physical therapy clinics. The sooner we can identify cognitive decline, the sooner people can access treatments that may slow the disease’s progression. https://lnkd.in/gYYyXdSW #AI #MedTech #Alzheimers #Healthcare #DeepTech

The U.S. is generating more solar energy than ever before, but without proper storage, much of it is going to waste. California alone curtailed over three million megawatt-hours of solar power in 2024, doubling the amount lost since 2021. The U.S. Department of Energy (DOE) is investing billions in lithium-ion battery storage, but long-duration solutions like pumped hydro, compressed air, and thermal storage are needed to make renewables more reliable. Some of these technologies can store power for days or even weeks, providing grid stability when solar and wind output fluctuates. With artificial intelligence and electrification driving up energy demand, storage innovation is now more urgent than ever. The transition to a net-zero grid depends not just on generating clean energy, but on storing it efficiently. https://lnkd.in/gK86qSNc #RenewableEnergy #Energy #AI #Storage #DeepTech

Graphene just keeps getting more interesting. Researchers at The University of Texas at Dallas are exploring how stacking graphene layers in a specific way can turn this material into a reconfigurable semiconductor. Their latest findings show that rhombohedral graphene can exhibit magnetism, superconductivity, and the quantum anomalous Hall effect, all within the same sample. Instead of modifying a semiconductor’s chemical composition, scientists can now tune its properties using electric gates. This breakthrough could lead to major advances in quantum computing and next-generation electronics. It is a big moment for a material that was first isolated just two decades ago. https://lnkd.in/gxZJmFAJ #AI #QuantumComputing #Superconductor #DeepTech #Patent

Researchers at Northwestern University have developed a solvent-free and non-toxic process that recycles PET plastics using just a simple catalyst and the humidity in the air. This method requires no harsh chemicals or extreme temperatures, making it a clean, efficient, and scalable solution that could revolutionize plastic recycling. The United States recycles only 5% of its plastic, but this innovation offers a real chance at a circular economy where materials can be reused instead of discarded. Even more impressive, it works on real-world plastic waste such as bottles and textiles without requiring sorting beforehand. This research could have a huge impact in the fight against plastic pollution. https://lnkd.in/gWXuAeu5 #MaterialsScience #Plastic #Recycling #DeepTech #VC

The UK’s energy future is getting a local makeover. Smart Local Energy Systems (SLES) are reshaping how power is generated, stored, and used—putting communities at the center of the clean energy transition. Unlike the old, centralized grid, these systems integrate renewables, smart grids, and advanced storage to cut costs, boost resilience, and slash emissions. But while the technology is ready, policy and regulatory barriers are still playing catch-up. The UK’s Local Power Plan is a step in the right direction, unlocking ￡1 billion annually for community-led energy projects, but local authorities need private sector investment and collaboration to scale these solutions. From Bristol to Oxford, early adopters are proving that SLES can work when communities are engaged and empowered. The bottom line? A decentralized, democratized energy system isn’t just possible; it’s necessary for a sustainable, affordable, and secure energy future. https://lnkd.in/gJVHPWgs #SLES #Energy #RenewableEnergy #DeepTech #Patents

Imagine a world where your most sensitive data—medical records, financial transactions, or even genomic information—could be analyzed without ever being decrypted. That’s the promise of homomorphic encryption (HE), and researchers like Dr. Luis Bernardo Pulido Gaytan are leading the charge to make it a reality. Working at the intersection of machine learning and cryptography, his research focuses on developing privacy-preserving AI models that allow encrypted data to be processed securely in cloud environments. This research will impact industries facing stringent privacy regulations, from healthcare to finance. As quantum computing looms on the horizon, lattice-based HE could be a critical safeguard against future cyber threats. The challenge? Making this cutting-edge encryption efficient enough for real-world AI applications. But with researchers like Pulido-Gaytan pushing the boundaries, the future of secure, cloud-based AI is closer than ever. https://lnkd.in/gEQEXEwM #ML #Cryptography #AI #QuantumComputing #MedTech #FinTech #DeepTech