Sketch of the proof for information theoretic limitations for self-reflection in large language models. Tl;dr you can't bound the extent to which the output remains in distribution, thus you can't bound drift.

‍ #Over 100 Companies Hold Over 830,000 BTC#
According to reports as of June 19, more than 100 companies collectively hold over 830,000 BTC, worth about $86.476 billion.
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📢 Gate releases its latest Reserve Audit Report!
💰 Total reserves: $10.453B
🟢 Excess reserves: $1.96B — ensuring full coverage and extra security for user assets.
Gate continues to uphold 100% proof-of-reserves and full transparency.
🔗 Read the full report: https://www.gate.com/zh/announcements/article/45617