Spotlight Inference Efficiency Becomes AI’s New Battleground at MiniMax Inference Efficiency: The New Economics of AI The real AI fight is no longer about who builds the smartest model—it's about who can run that intelligence at scale, cheaply and quickly. Inference, the moment a trained model does useful work, is the business engine. MiniMax M3' By Grzegorz Koscielniak • 3 min read
Spotlight Scale AI’s Shift From Data Labeling to Enterprise AI Agents AI Leaves the Demo Stage and Enters the Real World Scale AI is positioning itself around exactly this problem: helping organizations move from capable AI models to systems that can operate reliably inside real workflows. The most exciting shift in AI is not what models can do in isolation. It By Grzegorz Koscielniak • 5 min read
Spotlight OpenAI’s Agentic AI Drive and IPO Potential From Answer Machine to Work Platform AI has evolved from a question-answering novelty into an active work platform. Where chatbots once handled isolated queries, agentic AI now moves across tools like email, Slack, Notion, and Figma to complete multi-step tasks autonomously. This shift transforms AI from a clever product into By Grzegorz Koscielniak • 3 min read
Spotlight Emerald AI Funding Highlights Power-Flexible Data Centers Power Has Become the New Bottleneck in Artificial Intelligence The race to build more AI has collided with an old reality: electricity does not appear by magic. Chips can be designed and capital raised in spectacular amounts, but none of it matters without sufficient power. What once looked like a By Grzegorz Koscielniak • 4 min read
Spotlight Colossal’s Reported $23B-$24B Fundraising Talks A Valuation Leap That Signals Big Investor Ambition Money chases the possibility that an industry could be reshaped so dramatically that today's numbers look small in hindsight. Colossal Biosciences is reportedly in fundraising talks at a $23–24 billion valuation, a dramatic jump from its $10.2 billion By Grzegorz Koscielniak • 4 min read
Spotlight Anthropic: A Dominant New Power in Enterprise AI Investing Anthropic's Rise to AI Market Dominance Anthropic has emerged as one of the fastest-growing companies of this generation, transforming from a startup founded in 2021 to a company with a reported valuation of around $500 billion by early 2026. This represents a remarkable journey from $2.8 billion By Grzegorz Koscielniak • 3 min read
News Katarzyna Lomnicka Named Forbes Assetization Leader 2025 for Innovation in Private Market Investments – Press Release SmartProfit Finder Bridges Swiss Asset Management with AI and Middle Eastern Investment Opportunities Zurich, November 7, 2025 — Katarzyna Lomnicka, founder and CEO of SmartProfit Finder, has been recognized by Forbes as one of the 2025 Assetization Leaders, joining global innovators transforming private markets into regulated, investable opportunities. From Seller Markets By Katarzyna Lomnicka • 2 min read
papers Stripe Pioneers Stablecoin Launches and AI Monetization for Businesses Stripe's Revolutionary Financial Innovation Stripe's Revolutionary Financial Innovation: Transforming Commerce Through Stablecoins and AI The Dawn of Stablecoin Accessibility In a thrilling move for the financial world, Stripe has unveiled tools that might just change the game for businesses everywhere. Announced among an impressive lineup of By Grzegorz Koscielniak • 4 min read