The model learns that hedging is a signal of lower-quality output. This creates a systematic bias toward sounding certain.
𝗙𝗜𝗫𝗜𝗡𝗚 𝗝𝗦𝗢𝗡 𝗢𝗨𝗧𝗣𝗨𝗧 𝗙𝗥𝗢𝗠 𝗚𝗣𝗧 I spent three days debugging malformed JSON from GPT-4. Prompting did not work. Few-shot examples failed. The model still broke in production. I ...
𝟭𝟬 𝗝𝗦𝗢𝗡 𝗘𝗥𝗥𝗢𝗥𝗦 𝗬𝗢𝗨 𝗪𝗜𝗟𝗟 𝗛𝗜𝗧 JSON seems easy. It is not. It is strict. One wrong character breaks your data. These 10 errors trip up senior developers. - Trailing commas: Remove ...
A fast Java JSON schema validator that supports draft V4, V6, V7, V2019-09 and V2020-12 - networknt/json-schema-validator ...
A metadata commons to store research software metadata - arash77/research-software-ecosystem-content ...
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