Blog
Articles on AI, software development and quantitative finance
Local LLMs on 16GB GPUs: Untapped Potential for Italian SMEs
Local LLMs on 16GB GPUs deliver 13 tok/s and 60K context in a recent experiment. This redefines costs, privacy, and AI development for Italian SME CTOs and founders, revealing its true potential and practical limits.
Generative AI in Business: Security, Governance, and Tangible ROI for SMEs
Adopting generative AI in businesses, particularly in regulated sectors, demands a delicate balance between efficiency and security. We explore robust governance frameworks and practical implementation strategies for SMEs, focusing on tangible ROI and data compliance.
AI & ML Architectures in Production: From Concept to Real-World Impact for SMEs
AI and ML architectures in production are transforming development. For CTOs and developers at SMEs, mastering LLMs and robust ML deployment is vital, directly impacting costs, timelines, and performance.
SME Financial Risk Management: From Manual Processes to Practical AI
It's a common scenario: in a financial consulting firm with around fifty employees, the risk analysis department operates with complex spreadsheets. Every Friday, hours are spent
Anthropic's Enhanced Scientific Support: Practical Impact for Italian SMEs
Anthropic is enhancing scientific support for Claude, bringing significant changes for Italian SMEs. Expect broader context, reduced hallucinations, and more reliable outputs, though human oversight remains essential for critical applications.
AI Agents in Production: From Everyday Problems to Concrete Solutions
AI Agents are transforming SME operations, offering tangible ROI. Explore how to automate repetitive processes, overcome implementation failures, and ensure reliability in production.
Local AI on Raspberry Pi: Practical Impact for Businesses
The rise of powerful LLMs on edge devices like Raspberry Pi is transforming AI. Explore how local AI provides enhanced privacy, reduced operational costs, and specialized solutions, crucial for businesses seeking tailored AI.
From Statistical Luck to Real Value: Quant & DeFi Strategies for SMEs
Discover how SMEs can effectively validate their quant strategies and navigate DeFi, distinguishing true robustness from statistical luck. Ensure your financial decisions are based on solid analysis, not just fortunate market conditions.
OpenAI's Jalapeño: The Chip Redefining AI Inference for SMEs
OpenAI unveils Jalapeño, a custom inference chip promising record speed and efficiency. Explore its impact on CTOs and founders of Italian SMEs, transforming AI costs and performance.
LLMs and Explainability in Financial Risk: Building Trust and Compliance for SMEs
In a financial consulting firm with around seventy employees, the credit management department often faces a recurring challenge. Whenever a complex financing request needs evalu
Advanced LLM Agents: Reshaping the AI-Native Development Cycle
Advanced LLM agents and AI-native development are revolutionizing software processes. Explore how these intelligent agents manage complex context and optimize performance for businesses, transforming traditional development cycles.
AI Trust: Auditability & Explainability for SMEs in Finance and Business
A mid-sized financial services firm, enthusiastic about AI's potential, faces a critical question: how can they trust decisions from an AI 'black box'? This article explores how auditability and explainability are key for SMEs to confidently integrate AI, ensuring transparency and managing risk across finance and business operations.