A technical blog post outlines a pipeline for analyzing political communications using AI, including PII stripping with Presidio, embedding with mixedbread-ai/mxbai-embed-large-v1, fine-tuning a DeBER…
PrivAiTe, a self-hosted PII redaction proxy for LLM APIs, reports that in a test session Claude Code sent 3 of 4 secrets to its provider despite instructions not to, with 23 of 24 planted values reach…
AI agent orchestration platforms, which coordinate role-based and task-based AI agents into multistep workflows, are among the hottest AI technologies of the year, with more than 60 commercial and ope…
A new independent evaluation of OpenAI's Privacy Filter (OPF), a 1.5B-parameter PII detector, across 42 benchmarks in 22 languages and 5 domains finds that OPF outperforms Presidio and XLM-RoBERTa on …
The Open Web Application Security Project (OWASP) published the OWASP LLM Top 10, a ranked list of vulnerabilities in large language models (LLMs) such as prompt injection, insecure output handling, t…
A developer details a method for pseudonymizing documents before sending them to AI assistants, ensuring compliance with GDPR and trade-secret protection. The approach uses same-format surrogates via …
Hamza, a proxy for Claude Code and Codex, masks secrets and personal data before prompts reach Anthropic or OpenAI, reducing exposure of credentials and customer records that coding agents may inadver…
A developer who added observability to a local clinical AI agent found that debug logs contained patients' full names, dates of birth, and phone numbers in plain text. After wiring in Microsoft's Pres…
Pedro Sordo Martínez released corpus-scrub 0.1.0, a local-first CLI tool that detects and redacts PII (email, phone, IBAN, credit card numbers, names) and secrets (API keys, tokens) in training corpor…
A developer built an open-source PII firewall for LLMs after accidentally sending a customer's credit card number to OpenAI during a benchmark test. The tool, called LLM Governance Engine, intercepts …
Cloudflare launched its Cloudflare One Design Partner Designation to accelerate secure AI and SASE adoption, equipping select global partners with deep technical expertise. The program includes the Cl…
Equinix announced an expanded collaboration with Cisco and NVIDIA to deploy the Cisco Secure AI Factory with NVIDIA across its global data centers, providing enterprise customers with standardized blu…
A developer benchmarked five open-source PII detection tools across four datasets in English and Dutch, finding that comparing tools is difficult due to differing label schemes and entity coverage. Th…
A consultant is designing a hybrid AI pipeline for a regulated financial client that processes sensitive documents like bank statements and tax returns, requiring local LLMs for OCR and PII tokenizati…
Mallikarjun G D and Daniele Caldarigi published Jenkins blog posts on May 26, 2026, detailing two GSoC 2026 projects extending the Jenkins ecosystem with AI chatbot plugins. G D's plugin adds an LLM-a…