#LLM security audit
522 related articles
·3 min
Self-Interrogation: A Novel Approach to Reverse Engineering DeepSeek by Interviewing the AI
Exploring an innovative approach to reverse engineering DeepSeek by directly interviewing the AI assistant, analyzing system prompt leakage, hallucination issues in model self-descriptions, and implications for AI transparency and prompt injection security.
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·3 min
Dopamine Jailbreak Tool: Complete Guide to iOS 15-26 Semi-Untethered Jailbreak
Complete guide to Dopamine open-source jailbreak tool supporting iOS 15-26 semi-untethered jailbreak. Learn its mechanics, compatible versions, technical details, and risks. Led by developer opa334 with 5,800+ GitHub stars.
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·1 min
Zoom AI Assistant Hijacked: Deep Dive into Enterprise AI Integration Security Risks
Zoom AI Companion hijacked by attackers, exposing critical enterprise AI integration security flaws. Analysis of prompt injection attacks, AI privilege risks, and defense strategies.
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·3 min
The Real Challenge of AI Governance: It's Not About Managing Tools, It's About Controlling Runtime Risk
Real enterprise AI governance cases reveal: the true risk isn't which AI tools you approve, but controlling permissions, monitoring behavior, and auditing incidents after AI connects to business systems.
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·4 min
Two Conflated Problems in AI Agent Authorization: Access Control vs. Entity Binding
AI agent authorization actually encompasses two fundamentally different problems: access authorization (Problem A) and post-authorization entity binding correctness (Problem B). This article analyzes this critical distinction and its implications.
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·3 min
TellIaC: Describe Cloud Infrastructure in Natural Language, Export Terraform Code with One Click
TellIaC is an open-source IaC tool that lets you describe cloud resources in plain English and auto-generates Terraform HCL code. Supports AWS, Azure, GCP, and Kubernetes with built-in cost estimation, security scanning, and architecture visualization.
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·3 min
Zuckerberg Raises the Open-Source Banner Again: Meta Declares War on Closed AI
Zuckerberg publicly criticizes closed AI strategies as Meta doubles down on Llama open source. A deep analysis of open vs. closed AI's business logic, safety debate, and industry impact.
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·3 min
Self-Hosting LLMs on Azure: A Complete Guide to vLLM + AKS + GPU Deployment
Complete guide to self-hosting LLMs on Azure Kubernetes Service with vLLM, covering GPU scheduling, NVIDIA GPU Operator setup, deployment troubleshooting, and cost control for production workloads.
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·3 min
Ticketdesk AI: Reinventing Customer Support Ticket Handling with AI Agents
Deep analysis of how Ticketdesk AI uses AI agents and automated email responses to enable 24/7 customer support ticket handling, with insights on its features, competitive landscape, and use cases.
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·3 min
OpenChamber: A Deep Dive into the Development Runtime Environment Built for AI Agents
Deep dive into OpenChamber's agentic development environment design and core capabilities. Learn why AI agents need dedicated isolated sandboxes and observable execution spaces.
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·3 min
UnYOLO: A GitHub Credential Broker and Policy Engine for AI Agents
UnYOLO is an AI Agent credential broker and policy engine for GitHub, enforcing least-privilege access, short-lived tokens, and policy rules to secure agent operations.
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·2 min
AgentConnect: A Deep Dive into the Open-Source Framework for Cross-Platform AI Agent Collaboration
AgentConnect is an open-source AI agent collaboration platform supporting cross-platform integration with Slack, GitHub, and Discord, featuring granular role permissions and multi-agent coordination.
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·3 min
GitHub Daily · August 10: Agent Tools Explode Across the Board, Web Autonomy Redefined
GitHub Trending Aug 10: Firecrawl surges +815 stars as Agent tools dominate. The Agent-era supply chain takes shape — from data acquisition to orchestration to deployment.
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·2 min
The Boy Who Cried Wolf Effect in AI Safety Warnings: Why the Public No Longer Believes "Dangerous"
The AI industry's repeated claims that new models are "too dangerous" have severely depleted public trust. This article analyzes how AI safety warnings became marketing tactics and how to rebuild credible risk communication.
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·2 min
Superlog Responder: A Detailed Look at the Open-Source AI Auto Bug-Fixing Agent
Superlog Responder is a free open-source AI bug-fixing agent that integrates with Sentry and Datadog alerts to automatically perform root cause analysis and generate mergeable PRs.
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·2 min
AI Company Uses Social Engineering to Attack Open Source Maintainers and Inject Malicious Code: A Supply Chain Security Wake-Up Call
Analysis of how Mythos used social engineering to attack open source maintainers to inject malicious code, exploring supply chain security trust crisis and defense strategies in the AI era.
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·4 min
Why CodeAct Code-First Agents Haven't Won Yet: A Deep Dive into the Paradigm's Dilemma
Deep analysis of why CodeAct code-first agents haven't replaced ReAct chat-first frameworks. Examining model training bias, protocol limitations, MCP design flaws, and sandbox challenges.
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·3 min
Mozilla's First State of Open Source AI Report: Definitions, Ecosystem, and Future Directions
Mozilla Foundation releases its first State of Open Source AI Report, systematically examining open source AI definitions, the gap between open weights and true open source, ecosystem health, and policy implications.
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·3 min
ngrok AI Gateway: One Private Gateway to Rule All AI Models
Deep dive into how ngrok AI Gateway manages OpenAI, Anthropic, and self-hosted models through unified keys and entry points, delivering observability, access control, and fallbacks for production AI.
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·3 min
Open-Source Agentic CRM: The New AI-First Paradigm for Customer Relationship Management
Deep analysis of open-source Agentic-first CRM design philosophy and architecture. How AI agents reshape CRM, compared to Salesforce, with open-source advantages in data sovereignty and cost control.
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