Blog
Articles on AI, software development and quantitative finance
Blockchain and DeFi: Securing B2B Financial Transactions in 2026
Security in blockchain and DeFi is under scrutiny, with audits like the one on the Gemini protocol revealing critical vulnerabilities. Understanding and mitigating these risks is imperative for B2B quantitative finance firms.
AI: Data Security and Governance for SMEs – Avoiding Hidden Risks
AI integration offers SMEs benefits, but also new security and governance challenges. Incidents like Meta Muse and OpenAI's directives highlight the need for independent evaluations. Learn how SMEs can protect data and ensure reliability with a pragmatic approach.
Claude for Science: Practical Impact for CTOs and Developers in SMEs
Anthropic's enhanced support for scientists signals more robust Claude models for complex contexts and sophisticated reasoning. Discover the practical implications for CTOs and developers in SMEs.
AI Agents & Multimodal Generation: A Practical Guide for SMEs in 2026
AI models, autonomous agents, and multimodal generation are revolutionizing SME processes. Learn how these innovations can drastically cut costs and accelerate production by 2026.
Claude Opus 5.5 & GPT-6 Sol/Luna: Real Impact on Italian SMEs
The new Claude Opus 5.5 and GPT-6 Sol/Luna models are revolutionizing AI reasoning. We'll explore their profound implications for Italian SMEs, covering impact on costs, autonomy, and usage limitations.
OpenAI Forms Mathematics and AI Advisory Group: Impact for SMEs
OpenAI's new Advisory Group on Mathematics and AI signals a shift. This pragmatic analysis explores its impact, current limitations, and emerging opportunities for CTOs and founders in SMEs, particularly regarding numerical accuracy.
AI Agents: When Autonomy Leads to Chaos and the Need for a 'Kill Switch'
The rise of AI agents fuels debates on reliability, information quality, and the need for ethical controls. For SMEs, a 'kill switch' is crucial to effectively govern agent autonomy.
AI Regulation: US Directives & Anthropic's Proposal for SMEs
Recent US government directives and Anthropic's Amodei proposal intensify the debate on AI security and regulation. Discover the practical impact for Italian SMEs adopting AI solutions, balancing compliance and trust.
Claude Degradation: The Impact on Costs and Trust for SMEs in AI
Performance degradation in LLMs like Anthropic Claude, coupled with rising API costs and vendor opaqueness, threatens ROI and trust for SMEs. Proactive strategies and continuous monitoring are crucial to mitigate these risks.
Hybrid AI Agents: Cost-Optimized SMEs with On-Premises Qwen Code
Learn how SMEs can optimize AI costs and boost privacy by pairing cloud agents like Claude and Sonnet with local open-source models like Qwen Code, utilizing on-premise hardware for demanding, repetitive tasks.
Commercial LLMs for SMEs: Hidden Costs and Complexity with Anthropic Claude
SMEs embracing commercial LLMs like Anthropic Claude often encounter hidden usage limits, unexpected costs, verbose outputs, and security vulnerabilities. Critical optimization and robust governance are essential for success.
Privacy, Ethics, and Surveillance: Digital Challenges for SMEs in 2026
An Italian manufacturing firm, employing around eighty staff, decided to invest in predictive analytics for maintaining its machine tools. The ambitious goal was to minimize prod