Regolo Labs

Benchmarks & Cost Optimization

April 23, 2026

6 min read

Inference efficiency and GPU cost optimization in 2026: how to cut LLM serving waste

Inference efficiency in 2026 is about lowering cost per million tokens by improving utilization, reducing repeated work, and matching infrastructure to traffic shape. The…

Alex Genovese

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Compliance and Privacy

April 22, 2026

5 min read

How to choose a privacy‑first LLM API (without stalling your roadmap)

Privacy‑focused LLM APIs put control over prompts and outputs back in your hands by minimizing logging, enforcing strict retention, and staying out of training…

Alex Genovese

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Benchmarks & Cost Optimization

April 21, 2026

4 min read

Open-source LLMs and local / decentralized alternatives in 2026

Open-source / open-weight models are no longer “second tier”: GLM-5.1 and Gemma 4 compete with or surpass closed LLMs on coding and reasoning benchmarks,…

Alex Genovese

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Case Studies & Community Stories

April 20, 2026

3 min read

8 out of 10 Europeans do not trust US and Chinese companies with their data

A March 2026 Politico survey put a number on something many people in European tech had already felt: 84% of Europeans do not trust…

Alex Genovese

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Tutorial & How‑to

April 18, 2026

7 min read

Using MiniMax skills with Regolo.ai: a practical guide

We can treat MiniMax “skills” as reusable, high-level instruction blocks or toolkits that specialize an AI agent for tasks like frontend dev, PDF/XLSX processing,…

Alex Genovese

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Benchmarks & Cost Optimization

April 17, 2026

3 min read

GLM-5.1 vs MiniMax M2.7: which open model looks better on public benchmarks?

Based on the public benchmarks we reviewed, GLM-5.1 has the stronger benchmark profile for long-horizon coding and agentic work, while MiniMax M2.7 looks cheaper…

Alex Genovese

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Compliance and Privacy

April 15, 2026

6 min read

EU data residency and GDPR for AI vendors: from checkbox to product feature

EU data residency has moved from a legal afterthought to a core product requirement for anyone buying or selling AI in Europe. Why EU…

Alex Genovese

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Compliance and Privacy

April 10, 2026

5 min read

Zero data retention: from buzzword to enterprise buying criterion

Zero data retention (ZDR) has become a standard line item in AI RFPs because it directly shrinks breach impact, compliance scope, and trust gaps…

Alex Genovese

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Compliance and Privacy

April 8, 2026

6 min read

The privacy line AI platforms are crossing with user data

Recent investigations and policy debates show a clear pattern: major platforms are quietly stretching the boundaries of consent by repurposing social data for AI…

Alex Genovese

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Benchmarks & Cost Optimization

April 4, 2026

6 min read

AI cost reduction in 2026: how to stop GPUs eating your entire budget

AI costs are no longer dominated by model training; for most teams, continuous inference on GPUs is the real bill. Cutting that bill means…

Alex Genovese

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Tutorial & How‑to

April 3, 2026

7 min read

AI-Native Software Development: How to Build a PR Review Assistant with Regolo Instead of Another Generic Copilot

The next phase of AI in software development is workflow-native, not chat-tab-native. Claude 4 was launched with a strong emphasis on coding and agent workflows,…

Alex Genovese

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Benchmarks & Cost Optimization

April 2, 2026

7 min read

Zero Data Retention LLMs: Why It Matters

Every time you send a prompt to an LLM API, ask yourself: where does that text go after you get your response? For most…

Alex Genovese

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