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Modern AI, Large Language Models, Are Fundamentally Flawed

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Some claim that Pangram, an AI program, is good at detecting AI written text. So I tested it on Shakespeare. Apparently the Bard was using AI in the 16th century ... Large language models (LLMs) are not logic engines. They are huge nonlinear statistical models with huge number of parameters, in some cases as many as three trillion. LLMs are black boxes. They spit out answers, but it is not clear how they reach those conclusions. Moreover, complicated statistical models are fragile. This means they provide reasonable answers the majority of the time, but will from time to time produce bizarre responses. In contrast, human intelligence is quite robust. Outliers are extremely rare. 

Anatomy Of A Subsea Cable Landing & Backhaul: Design & Good Practice

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This is the Peace cable's Marseille backhaul. It illustrates standard landing architecture as well as good network design. First of all, the cable comes ashore outside Marseille Port's own cable landing facilities for the sake of physical diversity and resilience. Always put some distance between a cable and others if possible. This increases the cable's value and demand for its capacity because diversity means adding it to the network portfolio improves its resilience. It is analogous to the role of diversification in a financail portfolio. Like all other subsea cables, Peace terminates in a beach manhole where it was spliced to a terrestrial fibre cable that also contains a power conductor just like the subsea cable. Then the terrestrial fiber goes to an Orange 'CLS', really just a power feed hut. From there the cable becomes part of a fully diverse fibre ring that includes dual entrances into MRS2 where most of the cable's SLTEs are kept. Most likely this fib...