#Zero Trust AI
761 related articles
·3 min
authentik: A Complete Guide to the Open-Source Self-Hosted Identity Authentication Platform
Explore authentik, an open-source identity authentication platform supporting SSO, OAuth2, SAML, and LDAP with self-hosted data sovereignty for enterprise identity management and Homelab setups.
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·3 min
Perplexity's Customer Service Trust Crisis: The AI After-Sales Dilemma Behind Vanishing Paid Credits
A Perplexity Max user faces missing credits, silent deletions, and scripted runarounds—exposing the AI after-sales crisis lurking behind rapid growth.
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·3 min
Security Analysis of Authentik with Port Forwarding: A Self-Hosted Service Protection Guide
In-depth analysis of Authentik security with port forwarding for self-hosted services, covering NPM reverse proxy architecture, risks, and hardening with CrowdSec, MFA, VPN, and defense in depth.
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·3 min
Why AI Agent Command Approval Fails: The Deep Reasons Behind Humans Missing One-Third of Threats and How to Address Them
Research shows humans miss 33% of threats when approving AI agent commands. This article analyzes why Human-in-the-Loop fails and explores defense-in-depth strategies for safer AI agent systems.
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·3 min
Ask Kelo: In-Depth Review of an AI Market Insights Tool That Requires No Sign-Up
In-depth analysis of Ask Kelo, an AI market research tool requiring no sign-up, covering market exploration, competitor analysis, and customer feedback mining, plus its product strategy and challenges.
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·2 min
AppScout: A Backend-Free App Store Data Widget Dashboard
AppScout is a backend-free, privacy-first iOS developer tool that displays App Store downloads, revenue, and MRR data via home screen widgets — no App Store Connect login required.
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·2 min
Anthropic Reveals AI Autonomously Launching Cyberattacks: AI Weaponization Threat Is Now Reality
Anthropic reveals its AI model was exploited in a real cyberattack to create fake identities and impersonate people. Analysis of AI weaponization threats, guardrail limits, and defense strategies.
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·4 min
Should You Build or Outsource Your Agent Evaluation Framework? An Open-Source Author's Deep Inquiry
Should AI Agent reliability verification be built in-house or outsourced? An open-source author's candid question sparks industry reflection on eval frameworks.
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·3 min
Kiro Crew: An Open-Source Agentic Development Workspace with Persistent Memory
Kiro Crew is an open-source agentic development workspace that solves AI coding assistants' cold start problem through persistent memory, multi-agent collaboration, and purpose-built Apps.
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·2 min
Getting Started with Local AI Model Deployment: A Complete Guide from Downloading on Hugging Face to Running with llama.cpp
A beginner-friendly guide to local AI model deployment, covering secure model downloads from Hugging Face, running inference, exporting to GGUF format, and high-performance local execution with llama.cpp.
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·2 min
hotcell: A Local Sandbox SDK Built for AI Agents
hotcell is an open-source self-hosted sandbox SDK designed for secure AI Agent code execution. Run locally on Mac/Linux with default-deny egress, per-sandbox ephemeral tokens, and resource controls.
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·4 min
Q8_K_XL vs. MXFP4 Naming Debate: The Quantization Truth That FP8 ≠ Q8_0
Deep dive into LLM quantization formats Q8_K_XL vs MXFP4, explaining why FP8 ≠ Q8_0, debunking the "8-bit is lossless" myth for local deployment users.
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·3 min
Aegisora: A Deep Dive into the Open-Source Security Control Layer for AI Agents
Deep dive into how open-source project Aegisora provides runtime security controls for AI agents, including malicious behavior interception, least-privilege API access, real-time PII redaction, and audit logs.
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·3 min
Palantir Pays Just £2 Million in UK Tax: Analyzing the Tax Avoidance Controversy of Multinational Tech Giants
Palantir paid just £2M in UK corporate tax, sparking controversy. This analysis explores how multinationals use transfer pricing and IP arrangements to minimize tax, plus global reform responses.
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·2 min
Cloudflare Wallets: Technical Analysis and Future Prospects of Programmable Wallets for AI Agents
Deep dive into how Cloudflare Wallets provides programmable wallet capabilities for AI agents, using rule-driven payment authorization to solve trust and efficiency challenges in the agentic internet.
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·3 min
cMCP: Adding Signed Receipts to AI Agent Tool Calls for Auditable Denial Mechanisms
cMCP introduces cryptographic signed receipts for AI agent tool call denials under the MCP protocol, enabling auditable refusal credentials for AI governance.
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·2 min
The Real Truth About AI Anxiety: It's Not Communism We Should Fear, but the Extremification of Capitalist Competition
AI anxiety isn't about fearing 'technological communism'—it's about competitive capitalism being pushed to extremes: winner-take-all acceleration, worker displacement, and wealth concentrating among AI owners.
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·2 min
YourSitee Review: Redefining Bio Link Pages with Component-Based Design
YourSitee is a Bio link aggregation tool offering 20+ drag-and-drop components, AI one-click Linktree import, and built-in analytics to help creators build personalized homepages beyond generic button lists.
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·2 min
SAM 3 Auto-Labeling in Practice: Preparation Matters More Than the Model
A practical breakdown of auto-labeling with SAM 3: why data cleaning, prompt strategy design, and post-processing quality control matter more than the model itself for CV teams.
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·3 min
Why AI Guardrails Are Paper Tigers: Even Script Kiddies Can Bypass Them
Analysis of why AI guardrails are so fragile—from prompt injection to encoding tricks, even script kiddies can bypass LLM safety. Learn how to build defense in depth.
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