News
The Harness Is a Product
As agentic AI systems grow, their instruction sets, tools, and sandboxes must be managed as distinct products with rigorous testing and rollback paths.
News / Archive
Stories from the past month. Subscribers see every story as it happens, and the full history.
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DescriptionNews
As agentic AI systems grow, their instruction sets, tools, and sandboxes must be managed as distinct products with rigorous testing and rollback paths.
News
AI accelerates understanding of deep customer needs, turning research loops into quick conversations and building accessible knowledge bases.
News
AI agents will replace traditional software feature discovery by enabling users to invoke functionality via natural language, shifting product focus to trust and minimal interfaces.
Update
KUCOIN FUTURES offers cross margin mode where the entire futures account balance is used as margin for all related positions. USDT-margined contracts share the same margin, while coin-margined contracts like ETH and BTC are settled in their own currencies. This feature maximizes the use of account funds without frequent transfers or position adjustments.
Hacking News
South Korean crypto exchange GOPAX suspended trading, deposits, and standard withdrawals on Friday after receiving an email threatening a hack. The exchange halted deposits and standard withdrawals at 5:55 UTC and trading at 6:53 UTC. All unfilled orders were canceled. GOPAX plans to transfer all crypto assets to offline wallets to protect users following a series of leaks and hacking incidents affecting financial institutions. The suspension came days after the Financial Services Commission (FSC) urged domestic exchanges to increase cold-wallet holdings, requiring at least 80% of customer crypto assets to be stored offline. GOPAX held 80.54% of user assets offline at the end of September, near the required minimum. Prabang, another South Korean exchange, also suspended services after detecting abnormal withdrawals from its hot wallet, resulting in a loss of about 100 million won ($70,000).
Funding
Hyperliquid Strategies, a Nasdaq-listed digital-asset treasury company, has increased its holdings of HYPE tokens to 38.5 million following a $785 million purchase in the last quarter. The company, focused on HYPE, the native token of the Hyperliquid blockchain, now holds approximately 16% of HYPE’s circulating supply. Hyperliquid Strategies funded this acquisition through a $911 million equity issuance and has reported $803 million in unrealized gains from HYPE. The company maintains a debt-free position with cash and cash-like assets totaling $254.6 million, further solidifying its financial standing. Market participants will likely monitor Hyperliquid’s next financial disclosures and any strategic announcements, particularly partnerships or technological advancements, which could influence sentiment positively.
Price Prediction
Analysts believe Ripple XRP could complete wave 2 pattern faster than expected, potentially setting a bottom for the altcoin. The price of XRP has fallen by almost 10% in the last 24 hours, trading at $1.18. Analysts expect the price to reach as low as $1.10 or $0.8, with some expecting a new all-time high (ATH) price.
New Coin Listing
Gate has launched a new launchpool for $VLX, a token that can be staked in $BTC and $ETH to earn rewards. The estimated annual percentage return (APR) is up to 47.40%. Rewards are distributed automatically every hour. A new feature allows users to unlock a 1:1 reward-to-deposit ratio based on their net deposits. The launchpool will run from November 7 to November 21 (UTC). Early stakers can register at
Update
Gate Square has distributed this week's content mining rewards to users. Users can earn up to 60% fee rebate by posting on Square with trading pair tags or trade cards. The platform also provides details on the event at <
Funding
Gate ETF Boosted Rewards is now live, allowing users to earn up to 50 USDT by trading designated ETFs and up to 550 USDT by stacking rewards. Users can also unlock up to 3x points on other ETFs and join a shared pool of up to 50,000 USDT, up to 500 USDT.
News
Tether reports a significant increase in its third‑quarter equity holdings, including an estimated 50,000 additional Bitcoin.
News
New arcade built on the BSV blockchain lets players earn Bitcoin‑valued points, aiming to attract users to crypto through gaming.
News
Malaysia seized $12.19M in AI chips suspected of smuggling, Taiwan expands AI adoption, and Alphabet’s stock suffers a historic decline, raising doubts about AI investment returns.
News
Binance users withdrew $4.65B within hours following a $6.3B theft from a compromised hot wallet; FBI attributes the attack to a North Korean group, which denies involvement.
Price Prediction
Prediction markets recorded their highest monthly trading volume ever in October, reaching $123B, up 57.5% month-over-month and more than doubling since August. Sports markets generated $26B in trading volume, crypto markets reached approximately $14B, while political markets exceeded $800M, up 43% month-over-month due to the November 3 US midterms, with Kalshi leading across all categories except politics.
News
Bitcoin continued its decline after a brief recovery following the US midterm elections. The overall value of the cryptocurrency market also decreased by about 6%. The main reason for the decline was a significant deterioration in sentiment on the US stock market. Investors started to exit risky assets, including technology stocks, which led to additional pressure on cryptocurrencies. The article also mentions a drop of over 7% for Ethereum. The market experienced a drop alongside a massive decline in US technology stocks. Companies related to Bitcoin mining and infrastructure for artificial intelligence saw significant drops. Bitdeer and Keel Infrastructure lost over 20%, while American Bitcoin dropped about 17%. Coinbase and Strategy saw a drop of around 10%. Bitcoin, which had received positive expectations after the elections, failed to maintain its growth.
Hacking News
A former FBI agent, Patrick Yaroch, has pleaded guilty to stealing about $2.47 million in cryptocurrency using wallet credentials from FBI investigations. He used the stolen funds to pay off debts and planned a new life in Europe, including using ChatGPT for advice. The theft compromised multiple FBI investigations and sources of intelligence.
Update
Reality, a tokenization platform within the Bitget ecosystem, has partnered with DeFi infrastructure provider Merkl to extend dividend eligibility to rToken holders who deploy their assets across supported decentralized finance protocols. The partnership aims to preserve dividend entitlements for users who use their tokens in DeFi rather than keeping them in personal wallets.
Update
USDD has curated multiple earning strategies to help stablecoins work smarter and capture yield opportunities with ease. Features include no cap limits, no lock-up required, 1:1 swaps with USDT, and long-term returns. The platform is promoting this week's fresh yield opportunities.
Update
Denny, Kenton, and Chad discussed THORChain's vault security, including the potential for a single vault secured by several signing groups. They also touched on the status of Monero's vault security and the upcoming mainnet test swaps. The hosts discussed the current state of THORChain's network and the upcoming v3.22 release, including the pause in base trading due to scanner issues. They also mentioned the possibility of enabling Trust Wallet for SwapKit rev share and the quote experiment.
Update
Bitget's Onchain trading challenge round 133 (SOL promotion) is now live. Users can trade any SOL-chain coin to unlock Mystery Box giveaway chances. New users receive up to 5 USDT in trading fee rebates and a guaranteed-win draw for up to 100 USDT in cash. The promotion period is from November 6, 2026, to November 13, 2026, with rewards available on a first-come, first-served basis. Eligible coins include all SOL-chain coins. New users get zero net transaction fees up to 5 USDT per user, and Mystery Box rewards are issued instantly upon opening. Registration is required to participate, and orders placed after successful registration are counted towards the promotion.
News
China's central bank launched an investigation into the entities behind Solana's activities in China, stating that promoting Solana violates Beijing's crypto regulations. Authorities also halted a Solana event in Shanghai before it began on November 6, putting local partners at legal risk.
Update
Broadridge Financial Solutions' Distributed Ledger Repo (DLR) platform processed $7.6 trillion in repo transactions in October, averaging $345 billion per day. The platform uses a distributed ledger to execute and settle repo transactions, which are commonly used by financial institutions for short-term borrowing and managing funding needs. Horacio Barakat, Broadridge's global head of digital innovation, expects more institutions to adopt blockchain within existing workflows and infrastructure in 2027.
News
Global markets experienced their worst day since April 2025 on Thursday, with sharp losses in AI and chip stocks. Micron and AMD fell 17% each, Nvidia dropped 9%, and the Magnificent Seven lost more than $1 trillion in market value. U.S. futures were mixed as investors await the October jobs report. European markets also fell before recovering, with ASML, ASMI, Airbnb, and Akamai reporting earnings. Oil prices rebounded due to renewed tanker attacks in the Middle East. Asian markets saw the biggest losses, with South Korea’s Kospi down over 6%, while Japan and Taiwan also fell sharply.
Update
Bitget has introduced a Standard+ account mode for its CFD copy‑trading service, aimed at users referred through affiliate channels. Elite traders can select Standard+ when creating public or private elite portfolios, and copiers automatically adopt the same mode without extra setup. Both Standard+ and Zero Commission modes have no separate trading commission, with costs reflected in the spread. The markup for Standard+ is set by each affiliate channel and may differ from Zero Commission. The mode cannot be changed while a portfolio is active; traders must close and recreate the portfolio to switch.
News
House Democrats are discussing a broader crypto market structure bill that would expand Rep. Maxine Waters' consumer bill of rights, potentially increasing SEC oversight and imposing stricter rules on crypto exchanges. The proposal aims to combine previously unadopted provisions from the CLARITY Act with new measures, including stricter custody rules and consumer protection initiatives such as SIPC-like coverage for customer assets. The bill's progress may be complicated by midterm election results, with some GOP legislators viewing it as a "messaging bill." Analysts predict potential delays in its implementation.
Hacking News
South Korean exchange Gopax halted withdrawals and trading due to a hacker threat received in an email. No funds have been stolen so far, and assets are moving to offline wallets at the advice of authorities. Gopax is 67% controlled by Binance.
Update
Orbit Wire has added access to $LUNC layer 2 tokens and on-chain markets through its aggregated trading interface. Users can explore available routes and choose their preferred method to trade.
Event
Bitcoin Amsterdam 2026 is underway at SugarFactory from November 5-6, 2026. Jack Mallers, founder and CEO of Strive, is scheduled to deliver a keynote on the Treasury Stage on November 6, 2026, from 16:15-16:45 CET. Additionally, he will participate in a fireside conversation with Robert Breedlove from 13:00-13:30 CET on The Deep. The event features a self-custody panel, a Bitcoin Core 32 session, and an institutional investment panel.
Update
BONK cryptocurrency has been in a downward trend, currently trading around $0.0000028, after a brief period of 10% increase. The recent price drop is attributed to selling pressure and concerns about Binance's withdrawal service. Binance has resumed withdrawals for BONK on the Solana network. The ecosystem continues to operate with services like BONKbot and BONK.fun. The focus is on reaching $0.00000300 to stabilize the price.