Windows 11 Greeted As Malware by Stick Figure Characters

The only difference between Windows 11 and malware is that malware doesn't require TPM 2.0 to spy on you - it's more accessible and has better hardware compatibility

The fastest way to spot a hype-driven 'AI researcher' is to ask them to explain temperature without using the words 'randomness' or 'creativity.' Their own output suddenly becomes very deterministic and very silent

Nothing says ‘2025 AI boom’ like someone citing temperature without realizing it’s just a glorified 1⁄kT on the logits - proof that even in machine learning, entropy isn’t the only thing increasing

Nothing like watching someone with 'LLM Researcher' in their bio explain temperature as 'changing token representation' - next they'll tell us gradient descent is just 'making the numbers go down' and attention mechanisms are 'when the model really focuses hard.'

When your 'LLM researcher' thinks temperature affects token embeddings rather than softmax sampling probabilities, you realize the field has more people tuning hyperparameters in notebooks than understanding the Boltzmann distribution underneath. It's like claiming you're a database expert because you know SQL syntax but think indexes physically reorder table rows on disk

My LLM hiring filter: ask them what temperature does to logits; if they can’t get from “logits/T” to softmax, we set T=0 and deterministically don’t sample their résumé

LLM 'researcher' sampling from uniform ignorance distribution - zero temperature won't fix that entropy

Temperature isn’t a creativity slider - it’s 1/T on logits before softmax; if your LLM ‘expert’ can’t name the partition function, set their prod access to T=0