While today’s AI models, such as ChatGPT and Gemini, can outperform humans on specific benchmarks, including exams and advanced mathematics, they still struggle with everyday reasoning tasks. This gap prompted LeCun to question not only the feasibility of AGI, but the concept itself.
“Post-quantum crypto oftentimes it’s about 10 times slower, 10 times larger proof sizes, and 10 times more inefficient,” Hoskinson said. “If you adopt it, what you’re basically doing is taking the throughput of your blockchain and reducing it by cutting off a zero.”
Sharma, who has spent more than two decades in finance roles within scaling technology companies, will oversee financial operations, strategic planning and investor relations. He has been involved in startups since 2016, working across financial structuring, acquisitions and fundraising.
Unlike proprietary systems, K2 Thinking is fully open-source under a Modified MIT License, allowing unrestricted commercial use with a light attribution clause for massive-scale deployments.
The company says the move responds to regulatory pressure, liability concerns, and the growing number of people relying on AI for decisions that traditionally require professional training and legal protections.
