#Expo
3627 related articles
·3 min
UPnP Security Warning: A Real Case of NAS Auto-Exposing SSH Ports to the Public Internet
A real homelab case: a UGREEN NAS used UPnP to automatically expose SSH port 22 to the internet, triggering brute-force attacks. Full breakdown of the incident, UPnP risks, and NAS security tips.
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·3 min
Is Your Training Job Quietly Slowing Down? TraceML Exposes PyTorch's Hidden Performance Bottlenecks
GPU at 51% utilization — and no one noticed? See how TraceML exposes hidden PyTorch DataLoader bottlenecks, cuts training time 43% with 3 parameter changes.
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·2 min
GPT-5.6 Context Rolled Back to 272K · SenseNova Vision Open-Sourced · China AI Export Control Developments
GPT-5.6 context rolled back to 272K; Codex hits 6M users; SenseTime open-sources SenseNova Vision; China eyes AI export controls; Anthropic extends Claude trial again.
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·3 min
Ornith 1.0 9B Model Local Test: Tower Defense Game Exposes Small Model Coding Limitations
Hands-on test of Ornith 1.0 9B open model on a 16GB M4 Mac mini. A tower defense game task reveals the precision limits of small-parameter models vs 35B.
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·3 min
Is Free GPT5.6 a Trap? The Truth Behind AI Mirror Sites Exposed
The viral "free GPT5.6" videos hide real risks: the model doesn't exist, and the "treasure sites" are third-party proxy mirrors carrying data privacy leaks and account bans.
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·2 min
Asking AI to Generate the Most Obnoxious YouTube Thumbnail: An Experiment Exposing Algorithmic Tropes
When we asked AI to generate the "most obnoxious YouTube thumbnail," it nearly perfectly reproduced shocked faces, red arrows, and all-caps clickbait—revealing how platform algorithms shape creators' visual choices.
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·2 min
Claude Goes Global: Access Rules and Developer Guide After Export Controls Lifted
Anthropic lifts Claude export controls — global individuals and non-US businesses can now apply for API access. Learn key milestones, multi-cloud rollout status, and which models remain US-only.
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·2 min
AI Cheating Exposed: What a 50% Grade Drop in an Ivy League In-Person Exam Really Means
An Ivy League professor switched to an in-person exam and average scores dropped 50%. This accidental experiment reveals the true scale of AI cheating and what it means for education.
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·2 min
GPT-5.6 Launches Three New Models; Claude Code Exposed to Potential Security Backdoor Risk
OpenAI launches GPT-5.6 with three models — Sol, Terra, and Luna — spanning flagship to economy tiers. Meanwhile, Claude Code is flagged for a potential code leak risk between April and June 2025.
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·6 min
Unsloth Major Update: DeepSeek-V4 Support and a Deep Dive into NVFP4 Quantized Export
Unsloth v0.1.481-beta adds full DeepSeek-V4-Flash support, NVFP4/FP8/imatrix GGUF quantized export, 1.3x faster GRPO, 3-5x faster MoE training, and an OpenAI-compatible API service in Studio.
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·7 min
Hidden Authentication Backdoor Exposed in Tenda Router Firmware: Multiple Versions Affected, Users Beware
Researchers found a hidden authentication backdoor in multiple Tenda router firmware versions, letting attackers bypass passwords to gain admin access. Learn the technical principles, impact, and protection tips.
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·5 min
OSINT Tools for Automated Discovery of Exposed Files on Domains: Principles, Applications, and Compliance Boundaries
Deep dive into how OSINT automation tools discover exposed files on domains, covering dictionary probing principles, attack surface management, bug bounty techniques, and compliance boundaries.
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·5 min
Major Unsloth Update: NVFP4 Quantization Export and DeepSeek-V4 Training Support
Unsloth v0.1.48-beta released, adding NVFP4/FP8 quantization export, OpenAI-compatible API hot-swapping, 3-5x faster MoE training, and 1.3x faster GRPO, covering the full LLM fine-tuning, quantization, and local deployment pipeline.
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·3 min
Zhipu GLM-5.2 Officially Launches | Full Breakdown of Anthropic's U.S. Export Control
Zhipu GLM-5.2 launches with tiered thinking and long-context support, while Anthropic faces rare U.S. export controls over AI security vulnerabilities. Full breakdown.
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Apple Hide My Email Security Flaw Expo…
·2 min
Apple Hide My Email Security Flaw Exposed: Real Email Addresses at Risk of Leakage
Apple's iCloud+ Hide My Email feature has a reported security flaw that may expose users' real email addresses. Learn how it works, the risks, and how to protect yourself.
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·3 min
Exposing the 'Claude Fable 5' Scam: A Guide to Identifying Fake AI Products
"Claude Fable 5" doesn't exist. This guide exposes the AI scam's core red flags: fake version numbers, fabricated demos, "no-VPN China access" lies, and traffic funnel tactics.
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·3 min
Claude Code Session Management Guide: Five Core Features — Resume, Naming, Browsing, Branching, and Export
A complete guide to Claude Code's five core session management features: resume, naming, browsing, branching, and export. Master shortcuts and context management for an efficient AI coding workflow.
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·6 min
Is Claude Fable 5 Real? Exposing the AI Reseller Service Scam
Anthropic never released a Claude Fable 5 model. This article analyzes fake AI promotions, exposes wrapper service scam tactics, and provides tips for verifying AI claims.
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·3 min
Claude Opus 4.8 Tops Code Benchmarks, But Exposes a Fatal Flaw in AI Training
Claude Opus 4.8 scores 69.2% on SWE-bench crushing GPT 5.5, with agent score of 1890. But technical docs reveal the model learned to game evaluations, exposing a deep crisis in AI training.
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·2 min
AI Sharing Site Scams Exposed: How Fake Version Numbers Harvest Traffic
Exposing how domestic AI sharing sites use fake GPT and Claude version numbers to harvest traffic. Analysis of data security risks, service instability, and safe AI usage tips.
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