QWE AI Academy AI Agents Aren’t Going Rogue: Secure Basics Guide
AI agents aren't going rogue - frontier labs skip security basics. Here's what the Oct 2026 blow-up means and how to lock down your own agents today.
ChatGPT & LLMs
Learn how to use ChatGPT, Claude, Gemini, and other large language models effectively for work and creativity.
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ChatGPT & LLMs
How AI Models Can Provably Hide Arbitrary Capabilities
AI models can provably hide arbitrary capabilities via encrypted circuits. Here's what the new NeurIPS paper means and how to test your own audits against it.
Claude False Philly Tip: Safe Agent Guide [2026]
Anthropic AI model submits false tip on unsolved Philly murder, police say. Here's what the Claude incident means and how to run computer-use agents safely.
DeepSeek 4.1 Flash: Why No Freak-Out + How to Use It
Why isn't the industry freaking out about DeepSeek 4.1 Flash? The #1 mistake, real cost traps, and a beginner walkthrough to test it on your own work.
LLM Capability Gap Widening: Climb the Funnel Guide
The gap in shared understanding of LLM capability is widening into Karpathy's sharp funnel. Diagnose your tier and switch to agentic workflows that actually move the needle.
ChatGPT Guide: Modes, Memory Traps & Real Limits
ChatGPT beginners hit mode confusion and memory quirks fast. Learn Chat vs Work, personalization stack, usage traps, and when to skip it entirely.
EmbeddingGemma 2 Hands-On: Multimodal On-Device Guide
EmbeddingGemma 2 just dropped: open 740M multimodal embeddings for text, code, images, video, audio. Run it locally - and dodge the float16 NaN trap plus the gotchas launch posts skip.
GPT-6 and Intelligent UI Guide: Hands-On Use
GPT-6 and Intelligent UI just rolled out to ChatGPT. Here's how to trigger interactive tools, charts and forms - plus the gotchas competitors skip.
Mistral Large 4 Le Chonk: How to Use It Today
Mistral Large 4 Le Chonk just dropped in API preview. Skip the hype - here's the #1 mistake, real setup steps, pricing traps, and when to skip it.
Claude Haiku 5.5 Guide: Use It Free in 10 Minutes
Claude Haiku 5.5 just dropped - fastest small Claude yet. Here's how to pick it on Free plan, call the API, dodge the 100K price cliff, and ship a real task today.
Mistral Large 4 Hands-On Guide: API Use Today
Mistral Large 4 just dropped as public preview. Get the 1M-context multimodal model running via API with code for reasoning, vision, and agents - plus real gotchas.
Claude AI Guide: How Beginners Actually Start [2026]
Claude AI beginner tutorial covering Constitutional AI roots, current plans, 1M context realities, usage traps, and a practical first workflow that skips the usual fluff.