I found the Lenovo ThinkPad to rule them all - and its modular RAM changes everything
Andrej Karpathy described the pattern: “I ‘Accept All’ always, I don’t read the diffs anymore.” When AI code is good enough most of the time, humans stop reviewing carefully. Nearly half of AI-generated code fails basic security tests, and newer, larger models do not generate significantly more secure code than their predecessors. The errors are there. The reviewers are not. Even Karpathy does not trust it: he later outlined a cautious workflow for “code [he] actually care[s] about,” and when he built his own serious project, he hand-coded it.
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I have spent two decades advising executives through reputational crises, including regulatory investigations and hostile media campaigns. Established playbooks exist for these situations. However, there is no established protocol for incidents such as a synthetic likeness of a CEO authorizing a fraudulent acquisition or a fabricated video of a founder going viral.
process2 instead of on the heap1. Note
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