Perplexity's Brain builds a self-improving context graph for AI agents: nightly synthesis, 25% accuracy boost on known tasks, 13% lower cost.
June 21, 2026 · 5 min read
Research agents combining private documents with web search leak confidential data through their queries. The PA-DR method cuts leakage from 34% to 9.9%.
June 21, 2026 · 7 min read
Elkjop fined €1.8M by Norway's DPA for tying club membership to marketing consent. What this ruling means for European companies deploying AI systems.
June 19, 2026 · 6 min read
Android 17 implements MCP natively via AppFunctions. AI agents can now orchestrate any mobile app directly on-device, without routing data through cloud servers.
June 17, 2026 · 4 min read
Anthropic nearly billed its Agent SDK at API rates in June 2026. The episode reveals the real costs of production AI agents and how to budget for them as an SME.
June 17, 2026 · 5 min read
In May 2026, 80% of Anthropic's production code was generated by Claude. Here are the 3 concrete steps to help your team reach a comparable level.
June 12, 2026 · 6 min read
RAG or fine-tuning to adapt an LLM to your domain? Key differences, use cases, costs, and GDPR implications for European companies.
June 5, 2026 · 7 min read
Which architecture for your AI project: autonomous agent or fixed LLM pipeline? Practical comparison with examples to decide based on your use case.
June 5, 2026 · 6 min read
85% of enterprises run AI agent pilots, but only 5% reach production. The problem is not the model: it is permissions, identity, and GDPR compliance.
June 5, 2026 · 8 min read
OpenAI's Secure MCP Tunnel lets AI agents access internal tools without exposing your servers to the internet. Architecture breakdown and GDPR analysis.
May 28, 2026 · 6 min read
Long-context models haven't killed retrieval-augmented generation. Here's why RAG remains essential for enterprises in 2026 and where it's heading.
May 28, 2026 · 6 min read