今日阅读导航
本期整理 2 个公开来源的 14 条近 48 小时信息，覆盖行业前沿、安全事件、市场动态。以下保留原始标题与短摘录，按主题组织阅读提示。发布时间采用来源提供的日期；整理时间为 2026-11-02T00:00:15.088Z。
行业前沿
先确认事件主体、发生时间和原始公告，再判断它影响的是产品、基础设施还是市场叙事。
$3.64B flees Binance on reopen, THORChain co-founder opposes coin freeze: Hodler’s Digest
来源：Cointelegraph RSS · 2026-11-01 23:09 UTC
原文短摘录：Binance has reopened withdrawals following the world’s biggest ever hack, and THORChain co-founder argues it should not halt the protocol to comply with FBI dem
原文链接：https://cointelegraph.com/magazine/36b-flees-binance-on-reopen-thorchain-co-founder-opposes-coin-freeze-hodlers-digest?utm_source=rss_feed&utm_medium=rss&utm_campaign=rss_partner_inbound
How to Run an AI Model Locally—And Why You Might Want To
来源：Decrypt RSS · 2026-11-01 14:01 UTC
原文短摘录：Free tools like Ollama and LM Studio can run open-weight AI models on your laptop, offline, and without a subscription. Here's how to get started.
原文链接：https://decrypt.co/382295/how-to-run-ai-model-locally-why-you-might-want
DeepSeek developing AI agent requiring less human input: Report
来源：Cointelegraph RSS · 2026-11-01 13:40 UTC
原文短摘录：The proposal comes amid intense competition among AI developers, including US companies Anthropic and OpenAI, the SCMP said.
原文链接：https://cointelegraph.com/news/deepseek-developing-ai-agent-requiring-less-human-input-report?utm_source=rss_feed&utm_medium=rss&utm_campaign=rss_partner_inbound
Texas brothers sentenced to 15 years in prison for armed crypto robbery, kidnapping
来源：Cointelegraph RSS · 2026-10-31 13:37 UTC
原文短摘录：Home invasions became the most common form of crypto wrench attacks worldwide during the first half of 2026, rising to 20 incidents from one.
原文链接：https://cointelegraph.com/news/texas-brothers-sentenced-to-15-years-in-prison-for-armed-crypto-robbery-kidnapping?utm_source=rss_feed&utm_medium=rss&utm_campaign=rss_partner_inbound
安全事件
涉及漏洞或损失的数据可能继续修正。先查受影响产品和官方处置公告，不点击陌生补偿或授权链接。
Bitcoin ETF Investors Head for the Exits After Record Binance Hack
来源：Decrypt RSS · 2026-11-01 16:01 UTC
原文短摘录：Bitcoin ETFs saw $643.2 million in outflows Friday, the first full trading session after the $6.4 billion Binance hack, ending October with roughly $516 million
原文链接：https://decrypt.co/382309/bitcoin-etf-investors-exits-record-binance-hack
Binance says phase one of withdrawals opens after $6.3B hack
来源：Cointelegraph RSS · 2026-11-01 09:38 UTC
原文短摘录：The crypto exchange said it has begun phased withdrawals after the record hack the FBI has blamed on North Korea.
原文链接：https://cointelegraph.com/news/binance-says-phase-one-of-withdrawals-opens-after-63b-hack?utm_source=rss_feed&utm_medium=rss&utm_campaign=rss_partner_inbound
FBI blames North Korea for record $6.3B Binance hack
来源：Cointelegraph RSS · 2026-11-01 07:44 UTC
原文短摘录：US agency seeks private-sector help to block further money-laundering of stolen digital assets.
原文链接：https://cointelegraph.com/news/fbi-blames-north-korea-for-record-63b-binance-hack?utm_source=rss_feed&utm_medium=rss&utm_campaign=rss_partner_inbound
Binance says 90% of stolen assets replenished, targets Sunday withdrawals
来源：Cointelegraph RSS · 2026-10-31 15:36 UTC
原文短摘录：Less-liquid tokens make up the remaining shortfall as Binance continues buying replacement assets through market and over-the-counter trades.
原文链接：https://cointelegraph.com/news/binance-hack-90-percent-replenished?utm_source=rss_feed&utm_medium=rss&utm_campaign=rss_partner_inbound
Bitcoin held up better than expected after Binance hack, Strive CEO says
来源：Cointelegraph RSS · 2026-10-31 15:26 UTC
原文短摘录：Strive CEO Matt Cole says the Binance hack has not changed his long-term case for Bitcoin, but cautions it is too early to call a market bottom.
原文链接：https://cointelegraph.com/markets/bitcoin-binance-hack-strive-ceo?utm_source=rss_feed&utm_medium=rss&utm_campaign=rss_partner_inbound
Binance Hack: Everything You Need to Know About the Biggest Crypto Heist in History
来源：Decrypt RSS · 2026-10-31 15:01 UTC
原文短摘录：Attackers tied to North Korea drained roughly $6.4 billion from the world’s largest crypto exchange. Here’s what we know about how it happened, who’s behind it,
原文链接：https://decrypt.co/382306/binance-hack-everything-you-need-to-know
Why AI Models Cheat: Reward Hacking, Explained
来源：Decrypt RSS · 2026-10-31 13:01 UTC
原文短摘录：From boat-racing bots to OpenAI models inside Hugging Face, here's how AI reward hacking works and why it matters.
原文链接：https://decrypt.co/382274/why-ai-models-cheat-reward-hacking-explained
Blockchain investigator Chainalysis hit by cybersecurity incident
来源：Cointelegraph RSS · 2026-10-31 11:22 UTC
原文短摘录：The company said some non-sensitive customer data was exposed, including user IDs, names and email addresses.
原文链接：https://cointelegraph.com/news/blockchain-investigator-chainalysis-hit-by-cybersecurity-incident?utm_source=rss_feed&utm_medium=rss&utm_campaign=rss_partner_inbound
Binance $6.3B record hack sparks pre-election political clashes
来源：Cointelegraph RSS · 2026-10-31 09:58 UTC
原文短摘录：Some political and administration figures tried to make hay of the biggest-ever crypto heist.
原文链接：https://cointelegraph.com/news/binance-63b-record-hack-sparks-pre-election-political-chatter?utm_source=rss_feed&utm_medium=rss&utm_campaign=rss_partner_inbound
市场动态
价格变化、资金流向和因果解释是不同层次的信息。查看统计时间、样本和原始数据，避免从单条消息推断未来走势。
Bitcoin turns 18: Has the original rebel grown up?
来源：Cointelegraph RSS · 2026-10-31 14:27 UTC
原文短摘录：In typical Bitcoin style, the number one cryptocurrency turns 18 today, amid AI-driven security threats, quantum fears and the biggest exchange hack in crypto h
原文链接：https://cointelegraph.com/magazine/bitcoin-turns-18-has-the-original-rebel-grown-up?utm_source=rss_feed&utm_medium=rss&utm_campaign=rss_partner_inbound
编辑与核验说明
本日报为自动整编，不是人工逐条核验或付费投资研究。原文短摘录仅用于识别主题；事实、数字与更新请以链接来源为准。分类导读与风险提示为本站编写，不将媒体报道改写成已被独立证实的事实，也不据此承诺涨跌。