papers Perplexity AI Raises $200M at $20B Valuation to Take On Google in AI Search Perplexity AI's $200M Raise at a $20B Valuation: A New Challenger to Google Perplexity AI, a San Francisco–based search startup founded in 2022, has raised $200 million in a new funding round that values the company at $20 billion. The financing underscores growing investor interest in alternative By Grzegorz Koscielniak • 2 min read
papers “China and the U.S. Race to Build the First Truly Useful Humanoid Workforce” The Humanoid Robotics Revolution: A New Industrial Era Humanoid robots powered by artificial intelligence are gradually moving from experimental prototypes into early-stage industrial deployment. Known as embodied or physical AI, these systems combine advanced software with human-shaped hardware designed to operate in environments built for people. While still limited, recent By Grzegorz Koscielniak • 4 min read
papers OpenAI’s GPT-5.2: Raising the Stakes in the AI Race for Knowledge Workers OpenAI's GPT-5.2: A Power Tool for Knowledge Workers OpenAI's GPT-5.2: A Power Tool for Knowledge Workers OpenAI has introduced GPT-5.2 as its latest large language model aimed at professional and enterprise use cases. The release reflects the company’s effort to position ChatGPT By Grzegorz Koscielniak • 3 min read
papers CoreWeave Brings NVIDIA Blackwell RTX PRO 6000 GPUs to the Cloud at Scale CoreWeave's Blackwell GPU Cloud: Power at Massive Scale CoreWeave has expanded its cloud infrastructure offering by making NVIDIA RTX PRO 6000 Blackwell Server Edition GPU instances available at scale. The move allows customers to access Blackwell-based GPUs through a cloud model rather than through direct ownership of specialized By Grzegorz Koscielniak • 3 min read
papers Databricks Hits $4 Billion Revenue Run Rate and $100 Billion Valuation on AI Surge Databricks: Revenue Growth and AI Market Leadership Databricks: Revenue Growth and AI Market Leadership Rocketing Revenue Growth & Business Performance Databricks reports it has surpassed a $4 billion annual revenue run rate as of July, representing 50% year-over-year growth across its platform. A key contributor to this performance is the By Grzegorz Koscielniak • 4 min read
papers Anthropic–Accenture Forge Three‑Year Alliance to Turn Enterprise AI into Measurable ROI Anthropic–Accenture Three-Year AI Services Partnership The partnership outlines a three-year collaboration between Anthropic and Accenture aimed at accelerating the adoption of enterprise-grade artificial intelligence. The initiative focuses on applying Anthropic’s Claude model within large organizations and demonstrating clear operational and financial value across business functions. Invest in top By Grzegorz Koscielniak • 4 min read
papers 1X Technologies: Can OpenAI-Backed Androids Really Move From Lab to Living Room? 1X Technologies: The Complete Story 1X Technologies: From Halodi Roots to Home-Ready Androids 1X Technologies traces its origins to 2014, when the company was founded in Oslo as Halodi Robotics. Its early work focused on actuator technologies designed for safe human-robot interaction, emphasizing compliant mechanics rather than high-force or high-speed By Grzegorz Koscielniak • 4 min read
papers Databricks Emerges as Unified Data & AI Leader in 2025 Gartner Cloud Database Magic Quadrant Gartner Recognition and the Evolution of the Databricks Platform Databricks has been named a Leader in the 2025 Gartner Magic Quadrant for Cloud Database Management Systems, marking its fifth consecutive appearance in this category. A notable change in this year’s evaluation is that Gartner assessed Databricks for both analytical By Grzegorz Koscielniak • 3 min read
papers Nvidia’s New AI Servers Supercharge Chinese Mixture‑of‑Experts Models by 10x Nvidia's AI Revolution: Supercharging Next-Generation Models Nvidia's AI Revolution: Supercharging Next-Generation Models The Breakthrough: Mixture-of-Experts Architecture The artificial intelligence landscape is undergoing a significant shift with the emergence of Nvidia’s latest AI servers, which deliver substantial performance gains for a new class of mixture-of-experts (MoE) By Grzegorz Koscielniak • 3 min read
papers Accenture and OpenAI Team Up to Supercharge Enterprise AI Adoption Accenture-OpenAI Collaboration: Transforming Enterprise AI Accenture–OpenAI Collaboration to Advance Enterprise AI Accenture and OpenAI have announced a strategic collaboration that expands the use of generative and agentic AI across enterprise environments. The partnership focuses on integrating OpenAI technologies into Accenture’s consulting, operations, and delivery work, enabling the firm By Grzegorz Koscielniak • 2 min read
papers Humanoid Robots Hit Real-World Milestone: Digit Moves 100,000+ Totes in Live GXO Warehouse Digit Robotics: Revolutionary Humanoid Automation in Logistics Digit Robotics: Revolutionary Humanoid Automation in Logistics Breaking the 100,000-Tote Milestone Agility Robotics has achieved a significant breakthrough in humanoid robotics with their robot Digit surpassing 100,000 tote movements in commercial operations at GXO Logistics' facility in Flowery Branch, Georgia. By Grzegorz Koscielniak • 4 min read
papers NVIDIA and Mistral AI Unite to Power a New Era of Open, Distributed Enterprise AI NVIDIA-Mistral AI Partnership: Revolutionizing AI from Cloud to Edge NVIDIA-Mistral AI Partnership: Revolutionizing AI from Cloud to Edge Introduction: A New Era of Distributed Intelligence The collaboration between NVIDIA and Mistral AI represents a transformative moment in artificial intelligence, introducing the Mistral 3 family of models designed to deliver unprecedented By Grzegorz Koscielniak • 4 min read
papers Mistral’s New AI Models Signal Europe’s Rising Powerhouse in Open, Edge-Ready Intelligence Mistral's New AI Models: Power, Speed and Openness Mistral's New AI Models: Revolutionizing Enterprise AI Through Innovation and Accessibility French AI startup Mistral is reshaping the global artificial intelligence landscape with a new family of models designed to make advanced AI more efficient, adaptable, and widely By Grzegorz Koscielniak • 2 min read
papers Humanoid Robot Digit Proves Its Worth: 100,000 Totes Moved in Real-World GXO Warehouse Agility Robotics' Digit Humanoid Hits 100,000-Tote Breakthrough Agility Robotics has achieved a striking milestone with their humanoid robot, Digit, which has moved more than 100,000 totes in a real, working warehouse operated by GXO Logistics in Flowery Branch, Georgia. This represents a significant breakthrough in practical robotics, By Grzegorz Koscielniak • 3 min read
papers Beyond Bigger Computers: Why AI’s Future Depends on New Research, Not Just More Compute Compute Scaling Limits: The Future of AI Research Compute Scaling Limits: Why Bigger Isn't Automatically Smarter The fundamental assumptions driving AI development are being challenged as we reach the limits of traditional scaling approaches. For years, the industry has relied on a simple formula: throw more computer power By Grzegorz Koscielniak • 2 min read
papers Databricks Seattle: Four Years Building the AI-Native Data Intelligence Platform AI-Native Data Science and Analytics Platform AI-Native Data Science and Analytics: A New Way to Work With Data Databricks is quietly rewriting the rules for data science and analytics by making the whole experience AI‑native from the ground up. Instead of analysts and data scientists wrestling with code, tools, By Grzegorz Koscielniak • 6 min read
papers Nvidia Rides Explosive AI Infrastructure Boom as Enterprises Chase ROI Nvidia's AI Revenue Explosion and the Great Enterprise Debate Nvidia has emerged as the undisputed winner of the AI boom, transforming technological advancement into extraordinary revenue growth. In the latest quarter, Nvidia's revenue surged to $57 billion, representing a 22% increase from the previous quarter and By Grzegorz Koscielniak • 3 min read
papers CoreWeave: The AI-First Cloud Built to Power Frontier-Scale Models CoreWeave's AI-Specialized Cloud Infrastructure CoreWeave represents a new generation of cloud providers built specifically for artificial intelligence workloads rather than generic web applications or file storage. As cutting-edge AI models grow larger and demand more computational resources, traditional cloud infrastructures are struggling under the pressure. CoreWeave fills this By Grzegorz Koscielniak • 2 min read
papers Humanoid Robots Prove Their Muscle on BMW’s Factory Floor Humanoid Robots on the BMW Assembly Line The automotive industry has witnessed a quietly radical transformation as humanoid robots spent nearly a year working alongside humans at BMW's Spartanburg plant, helping build over 30,000 BMW X3 vehicles. These Figure 02 robots from California-based Figure AI operated real By Grzegorz Koscielniak • 3 min read
papers Anthropic Bets $50 Billion on U.S. AI Infrastructure to Power the Next Wave of Frontier Models Anthropic's $50 Billion AI Infrastructure Investment Anthropic's $50 Billion AI Infrastructure Revolution Anthropic is making a transformative $50 billion investment in AI computing infrastructure in the U.S. market, establishing advanced data centers across Texas and New York with additional locations planned through 2026. This massive By Grzegorz Koscielniak • 3 min read
papers Humanoid Robots Go to Work: Digit Hits 100,000-Tote Warehouse Milestone Milestone in Industrial-Scale Humanoid Robotics Adoption The industrial robotics landscape has reached a pivotal moment with the emergence of humanoid robots that transcend demonstration phases to become genuine warehouse workhorses. Agility Robotics' humanoid robot, Digit, has successfully moved more than 100,000 totes at a GXO Logistics facility in By Grzegorz Koscielniak • 4 min read
papers Hooked on Bargains: How Shein, Temu and AI-Powered Tricks Are Reshaping Online Shopping The AI Revolution in Ultra-Low-Cost E-Commerce The AI Revolution in Ultra-Low-Cost E-Commerce: How Artificial Intelligence is Reshaping Online Shopping Explosive Market Growth of Ultra-Low-Cost Online Platforms The digital commerce landscape has witnessed an unprecedented transformation as ultra-low-cost platforms like Shein, Temu and AliExpress have rapidly shifted from niche players to By Grzegorz Koscielniak • 7 min read
papers AI Education at Scale: Anthropic, Rwanda, and ALX Train Africa’s Next-Gen Workforce Anthropic–Rwanda–ALX: Turning AI Education into a Continent-Wide Superpower Anthropic–Rwanda–ALX: Turning AI Education into a Continent-Wide Superpower A bold new alliance between Anthropic, the Government of Rwanda, and African tech training provider ALX aims to put advanced AI learning tools into the hands of hundreds of thousands By Grzegorz Koscielniak • 7 min read
papers Target Taps ChatGPT for AI-Powered Personal Shopping and In-App Purchasing Target-ChatGPT Partnership: The Future of AI-Powered Shopping Target-ChatGPT Partnership: The Future of AI-Powered Shopping Introduction: A Revolutionary Shopping Experience Target has announced a groundbreaking partnership with ChatGPT that promises to transform how people shop online. This collaboration allows customers to browse, discover, and purchase Target products directly within the ChatGPT By Grzegorz Koscielniak • 5 min read