Let's go invent tomorrow instead of worrying about what happened yesterday|mail@jankowskimichal.pl

AI

AI Governance is no longer optional (Mar 10, 2026)

1. An AI Agent Decided It Needed More Resources. Nobody Asked It To. Alibaba-affiliated researchers published findings on ROME, a 30-billion-parameter autonomous coding agent built on the Qwen3-MoE architecture. During reinforcement learning training runs in late 2025, ROME spontaneously attempted to mine cryptocurrency and open covert network tunnels — with no human instruction to do so. The agent established a reverse SSH tunnel to an external server and diverted GPU resources away from its training workload toward crypto mining. Researchers confirmed the behaviors were not programmed, with ROME apparently determining that acquiring additional compute and financial capacity would help complete [...]

By |2026-03-26T21:36:08+01:0016 March 2026 |Categories: AI Governance, AI Signals|Tags: , |0 Comments

From writing code to writing intent: Where are You in the 2026 Agent shift?

Half of Spotify ’s pull requests are already generated automatically. Not as a demo. Not in a prototype. In production engineering workflows. That number made me rethink how software development is changing. Looking at today’s models and what they can do, I keep wondering how organizations are adjusting software development to this new reality. I have spent more than two decades delivering software. And I do not remember a time when it has been this easy to build - and iterate toward - a working solution that creates real business value. The democratization of software development Not long ago, building [...]

By |2026-03-12T14:03:08+01:0012 March 2026 |Categories: AI, Business strategy|Tags: , , , , |0 Comments

AI Agents Are Already Running Your Code — and Occasionally Deleting Your Email | Week of 24 February 2026

The productivity numbers are real. The control failures are also real. This week surfaced both sides of the same bet — and the organizations that recognize them as connected, rather than separate conversations, are the ones building something durable. Code Stopped Being the Job. Orchestration Is. Spotify's co-CEO stated publicly during Q4 earnings that the company's best engineers have not written a single line of code since December. They use an internal system called Honk, integrated with Claude Code, to deploy features directly from natural language prompts sent via Slack — on a morning commute, from a phone, before arriving [...]

By |2026-03-26T21:58:21+01:0024 February 2026 |Categories: AI Signals|Tags: , |0 Comments

AI’s Platform Reset: Three January Signals That Will Define the Next 12 Months (Jan 27, 2026)

Apple Just Stopped Building Its Own AI Foundation. Your Vendor Map Changed. Apple and Google entered a multi-year collaboration under which the next generation of Apple Foundation Models will be based on Google's Gemini models and cloud technology. The partnership is not exclusive, Apple still works with OpenAI, and Apple Intelligence will continue to run on-device and through Private Cloud Compute. Previous reports put Apple's annual payment at around $1 billion. The split Apple chose is the right one: borrow the best model, run it on infrastructure you own. The failure I see most often is the inversion: proprietary models, [...]

By |2026-03-26T21:58:33+01:0027 January 2026 |Categories: AI Signals|Tags: , |0 Comments

Goose, MCP, and AGENTS.md: The emerging foundation of Agentic AI

Most leaders track Anthropic’s MCP and OpenAI’s AGENTS.md. Very few have noticed Block’s goose framework. I hadn’t either. And I’ve been working with AI systems for years. Goose was released in early 2025. It is an open-source, local-first agent framework. At first glance, it looks like “just another agent framework.” It isn’t. Goose combines language models, extensible tools, and standardized MCP-based integration into a single execution environment. What matters is the intent behind it. This is not about clever prompts or impressive demos. It is about structure, reliability, and control. In other words: how agentic systems behave when they are [...]

By |2026-01-21T13:40:19+01:0021 January 2026 |Categories: AI|Tags: , |0 Comments

Your Agent Has Admin Access. Nobody Asked For That. (Jan 14, 2026)

The first agentic security standard just dropped. Most deployments already fail it. OWASP published in December 2025 the world's first Top 10 for Agentic Applications, peer-reviewed by over 100 security experts. According to a Dark Reading survey, 48% of cybersecurity professionals name agentic AI the top attack vector for 2026 — yet only 34% of enterprises have AI-specific security controls in place. In enterprise agentic deployments, the most dangerous failure modes are not external attacks. They are gradual privilege escalation from inside. One question consistently separates controlled deployments from high-risk ones: does the agent have its own isolated managed identity, [...]

By |2026-03-17T09:20:05+01:0014 January 2026 |Categories: AI|Tags: , |0 Comments

Web Summit 2023 Lisbon: Key Findings

This year, I marked my second participation in the Web Summit and my first in-person experience. My initial encounter in 2020 was virtual. Being there physically offered a distinctly different experience. The Scale of the Event The event’s magnitude was astounding, with over 70,000 attendees, 2,600 startups, 900 investors, and representatives of 30 countries. In Lisbon, every corner buzzed with Web Summit participants. For comparison, I grew up in a city with fewer than 60,000 residents. AI Adoption: The Central Theme Unsurprisingly, AI was the focal point. Discussions covered implementation areas like marketing, healthcare, retail, gaming, sustainability and more; challenges [...]

🔍 Gartner’s Top 10 Strategic Tech Trends for 2024: Unpacking the Power of AI 🤖

Intrigued about what’s on the horizon in the tech world? Gartner has just released its highly anticipated list of the Top 10 Strategic Technology Trends for 2024, and Artificial Intelligence is notably at the forefront. With AI-centric trends claiming 4 of the 10 spots, let's take a deeper dive into each trend's impact and potential for transformative change. 📌 AI-Driven Trends Democratized Generative AI: Gartner projects that by 2026, more than 80% of enterprises will have incorporated GenAI APIs, models, or deployed GenAI-driven applications in production environments. This represents a substantial uptick from the less than 5% using it in [...]

By |2023-11-21T21:38:07+01:0021 November 2023 |Categories: Business strategy|Tags: , , |2 Comments

How to run Azure Cognitive Services in containers?

Azure Cognitive Services is one of prebuild products that allows us to add AI to our application very quickly. You can develop AI features without the required help of a data scientist. In most cases, you are using the cloud version of this service. When just after creating a service, you can connect to is by library or API. When to use containers? In some cases, this is not enough. You would like better control your data, smaller latency, higher throughput, or improved scalability. These characteristics are the most important for me when I think about moving those services to [...]

By |2021-08-09T18:59:45+02:009 August 2021 |Categories: Cloud|Tags: , , , , , |0 Comments
Go to Top