The Robotaxi Revolution Is Here, and It's Driven by Chinese AI

It’s no secret that AI will replace many professions, and taxi driving is high on that list. The recent news about Chinese tech companies moving into the European market confirms this isn’t a distant future—it’s happening now, and China is proving to be exceptionally good at AI-driven mobility. The News: Baidu and Lyft Target Europe The core development is a strategic partnership between Chinese tech giant Baidu and ride-hailing service Lyft. They are set to deploy Baidu’s Apollo Go autonomous vehicles (AVs) in Germany and the United Kingdom, with plans to launch as early as 2026. This isn’t a small pilot; the goal is to scale to a fleet of thousands of robotaxis across Europe. ...

16 August, 2025 · 3 min · 455 words · Yury Akinin

NVIDIA's New Open-Source Models Tackle AI's Language Gap

The vast majority of AI development is concentrated in a handful of languages, leaving a significant capabilities gap for much of the world. NVIDIA is addressing this imbalance with a new suite of open-source models and tools designed to expand high-quality speech AI, with an initial focus on 25 European languages. This initiative moves beyond simply releasing models; it provides the foundational components for building localized, multilingual AI applications. The goal is to empower developers to create robust tools like multilingual chatbots, real-time translation services, and intelligent customer service bots for languages often overlooked by mainstream tech, including Croatian, Estonian, and Maltese. ...

16 August, 2025 · 2 min · 397 words · Yury Akinin

AI Memory Isn't the End Goal—It's the Beginning of a Knowledge Marketplace

Anthropic’s recent release of a “memory” function for its Claude chatbot is being framed as another move in the AI arms race to increase user stickiness. The feature allows the AI to reference past conversations when prompted, keeping projects and context continuous. While a useful feature, I believe this points to a much more fundamental shift in the AI landscape. Everything is moving toward the accumulation of user interaction data into isolated, private memory volumes. This isn’t just about convenience; it’s about creating a foundation where knowledge itself becomes private and proprietary. ...

13 August, 2025 · 2 min · 217 words · Yury Akinin

Loyalty Over Billions: Why Meta's Raid on Murati's AI Startup Failed

Mark Zuckerberg’s recent attempt to acquire Mira Murati’s new startup, Thinking Machines Lab, wasn’t just a standard M&A play. When Murati, OpenAI’s former CTO, declined the offer, Meta switched tactics to a full-scale talent raid—and failed spectacularly. This isn’t just industry gossip; it’s a critical signal about where the real value lies in the AI talent war. Meta reportedly approached the startup’s employees with staggering offers. Co-founder and leading researcher Andrew Tulloch was allegedly offered a compensation package worth as much as $1.5 billion over six years. Other offers to researchers ranged from $200 million to a reported $1 billion for a single individual. ...

13 August, 2025 · 2 min · 323 words · Yury Akinin

Perplexity's 'Imperfect' Launch: The Right Strategy for the AI Era

Perplexity CEO Aravind Srinivas’s launch of the Comet web browser is a critical case study in product strategy for the current AI landscape. He launched it knowing the underlying models weren’t ready for his full vision of an “operating system for the AI era.” This wasn’t a mistake; it was the entire point. The New Go-to-Market: Build for the Future Model The core insight here is a fundamental shift in product development. As Srinivas states, “You’ve got to position your product and your technology with the assumption that the models are eventually going to be great and also going to be affordable.” ...

13 August, 2025 · 3 min · 499 words · Yury Akinin

Engineering Microbes: Norway's Breakthrough in Converting CO2 to High-Purity Biomethane

Scientists at the Norwegian Institute of BIOeconomy Research (NIBIO) have achieved a significant milestone in sustainable energy, converting carbon-based gases like CO2 directly into biomethane with 96% purity. The core of their innovation is the strategic engineering of biofilms—complex communities of microorganisms that adhere to a surface. Unlike traditional biogas plants that rely on general decomposition, this process uses the biofilm to perform a targeted conversion of gas streams into nearly pure methane. ...

13 August, 2025 · 2 min · 277 words · Yury Akinin

OpenAI's GPT-OSS: A Major Step Back Towards 'Open'

OpenAI just made a significant move by releasing GPT-OSS, its first truly open-source large language model family since GPT-2. With a permissive Apache 2.0 license, this isn’t just a minor release; it’s a fundamental shift that puts real power back into the hands of developers. The family includes two Mixture-of-Experts (MoE) models, gpt-oss-20b and gpt-oss-120b, designed for high-performance inference with strong reasoning capabilities. Why This Is a Game-Changer For years, the most powerful models from OpenAI have been locked behind APIs. This meant dealing with rate limits, opaque pricing, and sending potentially sensitive data to a third party. GPT-OSS changes that equation entirely. ...

13 August, 2025 · 2 min · 418 words · Yury Akinin

Vector Search Is Reaching Its Limits. Here’s What Comes Next.

Vector databases have become a core component in modern AI, particularly for powering retrieval-augmented generation (RAG) through similarity search. However, as we build more sophisticated applications, the limitations of relying solely on vector representations are becoming clear. From my perspective, the core issue is that advanced AI systems need to understand more than just semantic similarity. They require a richer grasp of data that includes structured attributes, textual precision, and the relationships within and across different modalities like text, images, and video. Relying on basic vector search alone creates significant blind spots. ...

13 August, 2025 · 4 min · 694 words · Yury Akinin

Grok-4 vs. ChatGPT-5: Musk Claims Victory with New Benchmarks

Elon Musk has once again stirred the AI world, making a bold claim against OpenAI and Microsoft shortly after the ChatGPT-5 release. He asserts that his Grok-4 Heavy model from xAI already outperforms its new competitor. The Benchmark Battle According to Musk, the numbers speak for themselves: Grok-4 reportedly scored 15.9% on the Arc-AGI2 test, while ChatGPT-5 achieved 9.9%. He also noted that his model was already “smarter” two weeks before the GPT-5 launch, a sentiment he claims is echoed in positive user feedback. ...

13 August, 2025 · 2 min · 259 words · Yury Akinin

My Take on GPT-5, OpenAI's Strategy, and the Dawn of 'AI Time'

A recent Forbes article by John Sviokla put a name to something many of us in the AI space have been feeling: the shift to AI Time. It’s the idea that the tempo of innovation and organizational operations is no longer dictated by human speed, but by the near-instantaneous cycle of silicon intelligence. OpenAI’s GPT-5 launch is a masterclass in this new reality. It wasn’t a simple model update; it was a multi-front strategic deployment that reshapes the competitive landscape. I see it as a “quadruple play” that establishes a new baseline for the industry. ...

13 August, 2025 · 3 min · 582 words · Yury Akinin