3Min ReadCraxel’s Lesson for AI: Scale Comes from Smarter Math, Not More PowerOne podcast guest joked he’d stop worrying about the national debt if we could add a terawatt of power per year to scale AI. But what if we didn’t need that much energy in the first place? This post explores whether algorithmic breakthroughs—like those already proven in data infrastructure—could reshape AI’s future without the massive energy bill.Read More1Min ReadScaling and Speeding Up Knowledge Graphs for AI-Powered Decision MakingCraxel’s Black Forest™ makes it possible to build and update massive knowledge graphs in real time—enabling AI at unprecedented scale and speed. Looking forward to the discussion at the Data Centric Architecture Forum, hosted by Semantic Arts in Fort Collins, Colorado.Read More2Min ReadStop Pushing the Boulder: Why AI Can't Win Without a New Approach to DataTo maintain strategic advantage in AI, the U.S. must replace brute-force data architectures with real-time, secure knowledge infrastructure—Craxel’s Black Forest enables mission-critical decision making by delivering instant access to connected information at scale.Read More2Min ReadWhy the World's Data Engines Are Broken—and How to Fix ThemToday’s dominant data engines were built for an earlier era and are struggling to meet the speed, efficiency, and scalability demands of AI. Craxel’s Black Forest offers a new knowledge infrastructure that unlocks the full potential of AI-powered decision making at massive scale.Read More2Min ReadAI at Scale Requires a New Foundation: Meet Your Knowledge InfrastructureAI-powered decision making demands more than legacy data infrastructure can deliver. Craxel’s Black Forest provides the universal knowledge infrastructure needed to scale AI—combining high-speed, multidimensional indexing with ACID-compliant knowledge graphs and real-time vector search. This is the future of AI at scale.Read More2Min ReadBeyond Amdahl’s Law: The Algorithmic Revolution Reshaping AI’s Knowledge InfrastructureLegacy data algorithms are holding back the future of AI. Built on decades-old foundations, today’s data engines struggle under the weight of complexity, scale, and cost—crippled by bottlenecks like Amdahl’s Law and brute-force inefficiencies. In contrast, Craxel’s Black Forest delivers a revolutionary knowledge infrastructure purpose-built for AI-powered decision making. With massively parallel algorithmic innovation, Black Forest turns wasted compute into warp-speed performance—ushering in a future that’s faster, smarter, and more secure. The era of legacy is over. The algorithmic revolution has begun.Read More1Min ReadStopping Waste, Fraud, and Abuse in Government: The Fastest Path to AI-Ready Information SharingThe U.S. White House has made eliminating information silos a priority to stop waste, fraud, and abuse—and Craxel’s Black Forest is the fastest, most cost-effective way to comply. With massively scalable knowledge graphs, codeless ontology tools, and built-in zero trust security, Black Forest enables immediate, secure information sharing while laying the foundation for AI.Read More2Min ReadBreaking the Brute Force Barrier: How Craxel’s Multidimensional Breakthrough Redefines Space and Cyber DefenseThe world’s most critical security challenges—from space warfare to cybersecurity—are multidimensional data problems. Legacy brute-force methods can’t keep up, but Craxel’s breakthrough O(1) hash algorithm delivers an exponential leap forward, ensuring the U.S. stays ahead of adversaries while cutting costs and accelerating insights.Read More3Min ReadAI Demands More: How Black Forest’s Breakthrough Tech Leaves Legacy Data Systems ObsoleteLegacy data technology is failing AI — slow, inefficient, and built on outdated algorithms that can’t scale cost-effectively. Black Forest is a breakthrough: a purpose-built advanced data engine that indexes and queries knowledge at line speed, eliminating the delays and high costs of legacy systems. If AI is the future, Black Forest is the foundation it needs.Read More3Min ReadUnleashing Real-time Analytics and Multidimensional Intelligence to Empower U.S. Government Cybersecurity and InnovationCraxel is revolutionizing U.S. government cybersecurity and AI innovation with its breakthrough data platform, powered by a patented multidimensional O(1) hash algorithm. By delivering real-time threat detection, cost-efficient cloud performance, and secure, scalable intelligence, Craxel is poised to become the future foundation of national data and AI infrastructure.Read MoreNext
