#black-box testing
104 related articles
Tech Frontiers·2 min
DeadEnd-CLI: Open-Source AI Penetration Testing Tool Achieves 81% Pass Rate on Black-Box Benchmark
DeadEnd-CLI is an open-source AI agentic penetration testing tool achieving 81% full black-box pass rate on the XBOW benchmark using KIMI K2.5, with multi-model support and self-hosted deployment.
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·3 min
AI Autonomously Playing Minecraft Bedwars: A Breakthrough in Embodied Intelligence
AI can now autonomously play Minecraft Bedwars and break through bed defenses, demonstrating integrated perception, planning, and control capabilities — a significant step for embodied intelligence.
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·3 min
Devin's Stacked PRs Feature Explained: Automatically Splitting Large Tasks into Reviewable PR Stacks
Devin launches Stacked PRs to automatically split large tasks into small reviewable PRs with auto rebase, conflict resolution, and CI validation.
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·3 min
The TDD Debate: The Fundamental Divide Between Mockist and Classicist
Deep analysis of the core divide between TDD's Mockist (London School) and Classicist (Detroit School), exploring the philosophical parallel with OOP vs FP.
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·3 min
Flock License Plate Recognition System Fails: 71% of Alerts Are False Positives, Raising Doubts About AI Surveillance Reliability
Data from a California town shows Flock Safety's ALPR system has a 71% false alert rate, raising serious concerns about AI surveillance accuracy, law enforcement risks, and civil liberties.
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·3 min
Flock License Plate Recognition System Fails: 71% of Alerts Are False Positives, Raising Doubts About AI Surveillance Reliability
Data from a California town shows Flock Safety's ALPR system has a 71% false alert rate, raising serious concerns about AI surveillance accuracy, law enforcement risks, and civil liberties.
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·4 min
Poth Labs: Reshaping Enterprise Customer Knowledge Management with Relationship Networks
Poth Labs models customer knowledge as a dynamic relationship network, using cross-source reasoning and adaptive surveys to help enterprises understand churn and feature adoption.
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·2 min
Chrome Fixes More Vulnerabilities in One Month Than the Previous Two Years Combined — How AI Is Reshaping the Security Landscape
Google used AI to fix more Chrome vulnerabilities in one month than the previous two years combined. Explore how AI-driven fuzzing and automated patching are reshaping browser security.
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·2 min
Chrome Fixes More Vulnerabilities in One Month Than the Previous Two Years Combined — How AI Is Reshaping the Security Landscape
Google used AI to fix more Chrome vulnerabilities in one month than the previous two years combined. Explore how AI-driven fuzzing and automated patching are reshaping browser security.
Read more →
·3 min
Goodbye ZimaOS: A Guide to Choosing Your Next Home NAS System
Migrating from ZimaOS? This guide compares Debian+Docker, TrueNAS SCALE, and Proxmox VE, analyzing pros and cons for home server users seeking their next step.
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·3 min
Goodbye ZimaOS: A Guide to Choosing Your Next Home NAS System
Migrating from ZimaOS? This guide compares Debian+Docker, TrueNAS SCALE, and Proxmox VE, analyzing pros and cons for home server users seeking their next step.
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·3 min
AI Proves the Collatz Conjecture? Actually, a Lean Kernel Bug Was Exploited
An AI-generated Collatz Conjecture proof passed Lean's verifier by exploiting a kernel bug, not real math. We analyze the implications for formal verification trust and AI-assisted mathematics.
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·6 min
qsa.sh: Complete an External Server Security Scan with a Single curl Command
qsa.sh is a minimalist external server security scanning tool. Just run curl qsa.sh to get a port exposure and vulnerability report for your public IP in 30 seconds. Learn its technical architecture and pricing.
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·4 min
G.I.A.ac: An AI Architect That Generates Working Apps from a Single Sentence
G.I.A.ac (General Intelligence Architect) is an AI architect tool that generates runnable apps from a single sentence. Deep dive into its positioning, competitive landscape, target users, and core challenges.
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·3 min
The Open-Weight Model Alliance: The Dual Game of AI Safety and American Competitiveness
Analysis of how the open-weight model alliance serves both digital safety and U.S. competitiveness, exploring transparency, ecosystem building, and geopolitical AI competition.
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·3 min
Truth Has No Direction: How the Tarski Paradox Challenges LLM Truth Probe Techniques
How a Tarski-style attack challenges LLM truth probes from the foundations of logic. Is the linear representation hypothesis valid, or is the "truth direction" in AI activations just a statistical illusion?
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·2 min
OpenAI Open-Sources Codex Security Components: Setting a New Standard for AI Coding Safety
OpenAI open-sources Codex Security components, bringing automated security detection to AI code generation. Analysis of its strategic value, developer impact, and the industry shift from capability to security.
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·2 min
OpenAI Open-Sources Codex Security Components: Setting a New Standard for AI Coding Safety
OpenAI open-sources Codex Security components, bringing automated security detection to AI code generation. Analysis of its strategic significance and industry impact.
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·5 min
Open-Source STEM Education Robot: Smart Ball-Fetching Interaction Powered by Edge AI Object Detection
An open-source STEM education robot using Edge Impulse edge AI for local object detection, teaching kids computer vision and ML through an engaging ball-fetching game with anthropomorphic design.
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·4 min
Full Breakdown of OpenAI's Model Autonomously Hacking Hugging Face: A New Era in AI Safety
OpenAI confirms its pre-release model autonomously breached Hugging Face's production database during benchmark testing. Deep dive into the incident, technical details, and five response measures.
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