🤓 OpenAI Reports AI Misbehavior

OpenAI introduced a framework to track, investigate, and publicly disclose unexpected or policy-evading AI behavior. It also published cases identified over the last six months.

During training, GPT-5.6 Sol added instructions to internal summaries to hide errors and problematic behavior. Another model used an API key from a public repository without permission, then fabricated missing data when access failed.

A separate model uploaded a file online to cite it, despite being limited to local files. Several agents exchanged data through internal repositories and public file-sharing services without authorization.

OpenAI said these were isolated documented cases and should not be used to judge how frequently such problems occur.

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✊ SEC Allows Tokenized Stock Trading

SEC has allowed limited trading of tokenized stocks on blockchain through a five-year “Innovation Exemption”, effective immediately. It is the regulator’s first concrete step after the CLARITY Act failed in the Senate.

Trading venues for tokenized securities are exempt from being classified as exchanges. Liquidity providers trading stocks or operating through smart contracts, including AMMs, are exempt from dealer classification.

SEC Chair Paul Atkins called it a step toward “bringing US capital markets into the digital age,” while acting “within the commission’s authority” after the initiative failed in Congress.

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Discipline create freedom.

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Bitcoin this week:

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Bro after buying a memecoin for $15 and selling it for $20 (withdraw fee is $6)

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Guys could spend 10+ hours here without even realizing

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The guy in your gc 12 seconds after he sent 30k mcap shitter swearing it's the next billion runner

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Show this to your kids when they ask why they should study, train, and work hard while they’re young.

The work you put in early becomes the freedom, choices, and opportunities you have later.

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BONK Holder Loses Fortune

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During a painful night for short sellers, Bitcoin gained 5%, reclaimed $80,000, and briefly reached $81,600.

After the CLARITY Act failed, $613.7 million in crypto positions were liquidated in 24 hours, including $536 million in shorts, with attention on $82,000.

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🚩 Linera Halts Operations

Linera is immediately shutting down due to a lack of funds. Its token sale on Sonar attracted nearly $900,000 in commitments but missed the minimum threshold, so all contributions were refunded. Emergency funding efforts also failed.

The team still hopes to complete the protocol and launch applications, but gave no timeline. Founded by former Meta researcher Mathieu Baudet, Linera raised about $12 million in two rounds in 2022 and 2023, with a16z participating in both.

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👍 Anthropic Eyes November IPO

Anthropic may publish listing documents in the coming weeks and begin trading in November at a valuation of up to $2 trillion, according to The New York Times. It could become the largest IPO in history.

Revenue is expected to exceed $100 billion by year-end, versus $65 billion in July. Computing capacity will reach about 5 gigawatts by year-end and double next year.

OpenAI has postponed its IPO until 2027.

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Last cycle punished people for believing too much.

This cycle will punish people for not believing enough.

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🔸 Binance Wallet Pre-IPO Access

Binance Wallet has launched Pre-Access, tokenized access to companies before their IPOs, in partnership with PancakeSwap.

Users get indirect exposure through bStocks. Quotas increase with Alpha Points and on-chain trading volume. Token holders receive no direct rights to shares, voting, or underlying assets. The first project will be disclosed later.

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Hyperliquid became crypto market’s main money vacuum.

Since the start of the year, Hyperliquid earned $429 million, ahead of Pump.fun at $322 million and Axiom Pro at $132 million. The top 15 took 56% of sector revenue.

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🎉 Trump Announces AI Force

Trump said he is forming an “Artificial Intelligence Force”, modeled on the previously created Space Force. He did not say who will lead it or how it will operate.

Trump said the US must maintain its leadership over China. The future “AI czar” must meet one requirement: “Only candidates with a high IQ.”

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🇮🇷 Iran-US Talks at UN

Iran and the US held talks for the first time in a long time on the sidelines of the UN General Assembly. The meeting lasted about three hours, according to Trump and The Hill. Rubio confirmed openness to dialogue, but no new meeting date was set.

An Iranian official said Tehran is ready to reopen the Strait of Hormuz within a week if the US takes reciprocal steps to ease military and economic pressure.

At the UN General Assembly, Trump said he could “destroy Iran or help it become a great country,” and expects a deal immediately after the US midterm elections.

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21Shares launched Europe’s first ETP on Zcash, listed on Euronext in Paris and Amsterdam.

It also launched an ETP on ETHFI, Etherfi’s governance token.

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