papers Wayve’s London Autonomous Driving Rollout AI Leaves the Lab and Enters the Traffic When an AI system starts making decisions on a real city street, everything changes. Wayve now provides a concrete example. London riders requesting an UberX, Uber Electric or Uber Comfort can be matched with a Ford Mustang Mach-E equipped with the Wayve By Grzegorz Koscielniak • 4 min read
papers AGIBOT: Humanoid Robots Scale Into Commercial Reality Humanoid Robotics Stops Performing and Starts Producing AgiBot provides a concrete example of that transition. The Shanghai-based embodied-AI company says its 15,000th robot rolled off the production line in June 2026, while founder and CEO Deng Taihua reported that company revenue increased from around RMB60 million in 2024 to By Grzegorz Koscielniak • 4 min read
papers VAST Data and the Rise of AI’s Data Infrastructure The AI Gold Rush Is Becoming a Data Story The biggest fortunes in AI are no longer shaped by chips alone. The real contest is moving into the data layer—the plumbing behind the spectacle. Data has become the fuel, memory, and control center of modern AI, which is exactly By Grzegorz Koscielniak • 4 min read
papers Moonshot AI’s $3B Hong Kong IPO Push Moonshot AI Steps Into the Spotlight Moonshot AI has gone from obscure Beijing startup to one of the most watched names in global private markets in just a few years. Its confidential Hong Kong IPO filing signals more than a fundraising event — it marks the moment a fast-moving AI builder By Grzegorz Koscielniak • 4 min read
papers Visma’s Dutch AI Platform Consolidation When Four Tools Become One Engine Big change in business software rarely starts with fireworks. In the Netherlands, four separate products—payroll, accounting, invoicing, and financial reporting—were brought together under one platform. They were no longer neighboring tools. They became parts of one connected machine. Invest in top private By Grzegorz Koscielniak • 5 min read
papers Wonderful’s $5B Surge Signals Enterprise AI’s Platform Shift The Moment Enterprise AI Stopped Being a Side Project AI has moved beyond experimental pilots. Businesses once tested chatbots and small automation tools that impressed in presentations but rarely reshaped operations. Now AI is being judged by whether it can run across an entire enterprise, connect systems, and become part By Grzegorz Koscielniak • 3 min read
papers Epic Games as Creator Infrastructure Epic Games: From Game Maker to Digital Infrastructure Epic Games is no longer defined by Fortnite alone. It is becoming infrastructure for the digital world, providing tools, environments, and monetization systems that help creators and developers build their own futures. The key question is whether Epic can turn those assets By Grzegorz Koscielniak • 2 min read
papers Physical Superintelligence: AI for Physics and Data Center Infrastructure AI Steps Out of the Screen and Into the Real World Something important happens when artificial intelligence stops sorting images or generating code and starts working on the stubborn problems of the physical world. Instead of predicting words on a page, this frontier asks machines to help solve heat, energy, By Grzegorz Koscielniak • 5 min read
papers Databricks’ $190B AI Platform Push Databricks: The Grand Central Station of Enterprise AI Big shifts in technology rarely announce themselves loudly. They arrive disguised as a product update or a new platform feature. That is the real excitement surrounding Databricks. What once looked like a data company is becoming something far larger: a central operating By Grzegorz Koscielniak • 4 min read
papers AI Data Center Cooling Goes Strategic with Kelvion’s $4.1B Exit The Hidden Engine of the AI Boom Every technology revolution has a quiet hero. In the AI age, it is cooling. That may sound ordinary, but managing heat has become one of the most critical challenges in building AI infrastructure at scale. Invest in top private AI companies before IPO, By Grzegorz Koscielniak • 4 min read
papers DeepSeek’s $74B AI Funding Push and Pre-IPO Surge A Valuation Surge That Changes the Conversation DeepSeek's latest financing ambition transforms the company from an admired technical challenger into one of the most closely watched capital stories in global AI. The reported target is striking: roughly 50 billion yuan in new funding, around $7.4 billion, at By Grzegorz Koscielniak • 5 min read
papers OpenAI’s $5.5B Bet on AI Infrastructure Power Has Become the New Gold in Artificial Intelligence AI may look weightless on a screen, but behind every chatbot response sits very physical machinery demanding land, buildings, chips, cooling systems, and above all, electricity. This hidden reality is reshaping the economics of advanced AI. The most powerful models are By Grzegorz Koscielniak • 5 min read
papers Unitree’s $4,900 Humanoid Robot Lowers the Cost Barrier for Embodied AI A Humanoid Robot Finally Has a Mainstream Price Tag The shock isn't that a humanoid robot exists. The real shock is the number attached to one. A functioning humanoid platform at $4,900 changes everything emotionally. What once sounded like a moonshot purchase now sounds like something a By Grzegorz Koscielniak • 5 min read
papers Lambda’s $926M AI Infrastructure Financing Milestone AI Compute: From Startup Bet to Critical Infrastructure Behind every AI breakthrough sits a mountain of hardware: GPU servers, advanced networking, vast data-centre space, and enormous electricity consumption. AI is no longer a software trend. It is becoming an infrastructure business, and that changes everything. Invest in top private AI By Grzegorz Koscielniak • 5 min read
papers Instinct’s $2.5B Bet on Action-Oriented AI Agents The Moment the Market Realized AI Wanted a Job Something important changed when investors poured $250 million into a young company still in private beta, pushing its valuation to $2.5 billion — up from roughly $500 million just weeks earlier. This was not excitement over another chatbot. It was a By Grzegorz Koscielniak • 4 min read
papers Anthropic’s MHS Pushes AI Into the Physical World A New Language for Machines The next great leap in AI is moving into the real world, where machines mix chemicals, move robotic arms, and manage tools worth millions. The hardest part of automation has rarely been intelligence — it has been translation. Every piece of equipment speaks its own language, By Grzegorz Koscielniak • 6 min read
papers Erebor: Banking the AI Infrastructure Boom The New Gold Rush: Money Powering AI Beneath every headline-grabbing AI innovation sits something quieter but equally important: specialized financial support. A new financial layer is emerging around the AI economy—not building chatbots or designing chips, but funding the physical backbone of the AI age: servers, power systems, manufacturing By Grzegorz Koscielniak • 4 min read
Deal Club Figure AI Investment Focus: General-Purpose Humanoid Robotics Powered by an In-House AI Control Model * Latest Round: $1.0B (Series C, Sep 2025), led by Parkway Venture Capital * Last Round Valuation: $39.0B post-money * Market Implied Value: $35.7B indicative secondary estimate (-10% to last round) * Founded 2022 | HQ San Jose, California | CEO By Grzegorz Koscielniak • 3 min read
papers NVIDIA Powers the AI Infrastructure Boom NVIDIA at the Center of an AI Spending Surge AI is no longer a science experiment. It is becoming industrial. NVIDIA sits at the center of this construction boom, posting $96.2 billion in quarterly revenue with 106% year-over-year growth. That acceleration signals a major shift: businesses, cloud platforms, and By Grzegorz Koscielniak • 3 min read
papers NVIDIA Powers the AI Infrastructure Boom An AI Gold Rush Has Turned Into an Infrastructure Stampede AI is no longer a lab experiment. It has become a massive industrial build-out resembling the creation of railways or the internet. NVIDIA stands as the clearest barometer of this shift. Quarterly revenue of $96.2 billion, up 106% year-over-year, By Grzegorz Koscielniak • 4 min read
Deal Club Perplexity AI Investment Tagline: Invest in the Leading AI-Native Answer Engine and Agentic Browser Challenging Traditional Web Search * Industry: Artificial Intelligence / Search Engine * Total Raised: $1.9bn (as of Sep 2025) * Headquarters: San Francisco, California, USA * Last Primary Valuation: $20.0bn (as of Sep 2025) * Founded: 2022 * Market Implied Value (secondary, Aug By Grzegorz Koscielniak • 4 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
papers Velaura AI’s Power-Efficient AI Compute Bet Power Efficiency: The New Battleground in AI AI looks glamorous from a distance, but beneath the surface sits something far more important: power. The real contest is no longer about who builds the biggest model — it's about who does the most useful work with the least electricity. Invest By Grzegorz Koscielniak • 3 min read