This is probably due to the way larger numbers are tokenised, as big numbers can be split up into arbitrary forms. Take the integer 123456789. A BPE tokenizer (e.g., GPT-style) might split it like: ‘123’ ‘456’ ‘789’ or: ‘12’ ‘345’ ‘67’ ‘89’
南方周末：目前消费者可在不同金融机构查询自己的资产情况。但对个人金融账户开立和金融资产查询的统一信息系统确实尚未建立。据你们调研，各细分金融领域的统一查询系统进展情况怎么样？
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Organisations have spent decades securing their code, their servers, and their supply chains. But the prompt layer — the instructions that govern how AI systems behave — is the new high-value target, and almost nobody is treating it as one. Prompts are stored in databases, passed through APIs, cached in config files. They rarely have access controls, version history, or integrity monitoring. Yet they control the output that employees trust, that clients receive, and that decisions are built on.
“Systolic” means data flows through the array rhythmically, like a heartbeat. One matrix is pre-loaded into the cells and stays stationary. The other streams in from the left, flowing through each cell. Every cell multiplies its resident weight by the passing activation, accumulates the partial sum, and hands data to its neighbor. By the time data exits the bottom, that’s a full matrix multiply — and no intermediate values touched memory.