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Perplexity launched AI colleagues Teammates, with an internal number reaching 20 times the number of employees

AI search company Perplexity officially launched Teammates, allowing AI Agents to be responsible for specific tasks long-term like employees. CEO Aravind Srinivas revealed that approximately 10,000 AI Teammates have been created internally in the last 30 days, which is 20 times the total number of human employees.Teammates are built on Perplexity Computer. After users assign roles, goals, and permissions to the AI, it can continuously track work progress, proactively identify issues, and call upon tools to address them. Multiple Teammates can also divide tasks among themselves and contact human colleagues via Slack. For example, a sales Agent can discover that a customer has not placed an order for a long time, automatically investigate the reasons, and prepare a follow-up plan; a development Agent can hand off the task of writing a fix code to another Agent after discovering a website bug. Each Agent has an independent working environment, retaining project memory and task history, allowing users to check progress, adjust direction, or take over operations at any time.Business Insider exposed Perplexity's internal Teammate tool in July this year, which was primarily used for software engineering tasks such as bug tracking and system monitoring. The product has now expanded to marketing, sales, customer service, and operations, adding long-term task management and cross-Agent collaboration. Teammates are currently available in research preview form to Max subscription users at $200 per month, initially supporting the web version, with native mobile and desktop versions to be launched later.

CBS exit poll: Trump's approval rating is 38%, the Democratic Party secures two state seats

According to CBS News, preliminary exit polls for the 2026 U.S. midterm elections show that Trump's approval rating is at 38%, potentially setting a record low for a president in midterm elections. This figure is lower than during his first term and lower than the level of George W. Bush in 2006 when the Republicans simultaneously lost both houses of Congress. About 60% of voters indicated that Trump was a factor in their decision to vote for House representatives. This is primarily driven by Democratic voters, most of whom are voting out of opposition to Trump. Among Republican voters, only a majority of the MAGA camp indicated they were voting to support Trump, while non-MAGA Republicans mostly believe he is not a factor.In terms of the Senate elections, CBS News has predicted that Democrat Roy Cooper will win the North Carolina seat, marking the first time since Kay Hagan in 2008 that the state has elected a Democratic senator. Cooper performed better among independent voters and white women compared to Harris in 2024, with most voters believing his opponent, Republican Michael Whitley, is too supportive of Trump. Democrat Jon Ossoff was predicted to win within 40 minutes after voting ended in Georgia, defeating Republican Congressman Mike Collins. Ossoff performed strongly among Black voters, with a vote share roughly comparable to his 2021 runoff, and made breakthroughs among white voters as well. The competition between South Carolina Republican Senator Lindsey Graham and Democrat Annie Andrews is still considered too close to call.

first_img The French National Assembly has postponed the 2027 budget vote again, and two proposals for a cryptocurrency exit tax have been rejected

The French National Assembly has once again postponed the vote on the revenue portion of the 2027 national budget, marking the second delay of this vote. According to the notice of the end of the parliamentary session, Tuesday's agenda includes questioning the government and continuing the debate on the revenue portion of the budget, with 758 amendments still pending review. The vote originally scheduled for October 20 was postponed due to over 2,000 amendments awaiting debate. The Assembly must complete the first reading by midnight on November 17; if the revenue portion is rejected, the government's original budget proposal will be submitted directly to the Senate without the amendments approved by the members.Regarding cryptocurrency taxation, lawmakers rejected two proposals last Friday. The first proposal aimed to include cryptocurrency assets in France's current exit tax system, with a voting result of 27 votes in favor, 55 votes against, and 1 abstention. The second proposal sought to tax unrealized gains on household cryptocurrency assets valued over 800,000 euros (approximately 897,000 USD), applicable to taxpayers who have been French tax residents for at least 6 of the past 10 years, with a voting result of 31 votes in favor and 60 votes against.Other cryptocurrency-related proposals are still pending debate, including a requirement for taxpayers to report self-custodied cryptocurrency assets with a total value of at least 100,000 euros (approximately 112,000 USD) to the tax authorities based on year-end value; and an exemption from related capital gains tax if the total amount of cryptocurrency payments used for goods and services during the tax year does not exceed 1,000 euros (approximately 1,120 USD). The Assembly passed a proposal on October 16 to tax gains when cryptocurrency assets are exchanged for fiat currency-backed stablecoins, but this measure has not yet become law.

Bonk Guy's trading insights: Last year on "10.11," there was a single-day loss in the eight figures; when the advantage is no longer present, one should exit the market

Trader Bonk Guy posted a review stating that on October 10, 2025, due to systemic failures at several large centralized trading platforms, he experienced the largest single-day loss of his career, amounting to eight figures in dollars within minutes. In the following weeks to months, he lost millions of dollars due to overtrading.Bonk Guy indicated that a better choice at that time would have been to pause trading for several months or at least half a year and stay away from trading terminals. The eagerness to recover losses and prove trading ability drove him to keep entering the market. He believes that trading ability, experience, and systems are not sufficient to ensure consistent outperformance of the market; results also depend on market conditions, timing, and luck. Advantageous strategies vary in different environments, and sometimes the best trade is to not trade.He cited a cyclical framework stating that the average crypto bull market lasts about 1,060 days, accounting for approximately 74% of the cycle, while bear markets last about 380 days, accounting for about 26%; if the bull market is defined as when Bitcoin's price is above the 200-day moving average and the upward momentum is strong, the opportunity window may shorten to about 237 days, accounting for about 16% of the cycle. These numbers depend on the definition of the phases. He also mentioned that compared to forcing trades in unfavorable conditions, it is more important to protect capital, maintain judgment, and wait for the next significant opportunity. When lacking an advantage, one can temporarily stay out of the market or participate only with a small portion of funds that can withstand losses.

first_img Lido Lend plans to launch Fallback Exits to supplement withdrawals with borrower collateral

The lending protocol Lido Lend proposed by contributors will launch a withdrawal mechanism called Fallback Exits. When the market lacks sufficient liquidity of loan assets, lenders can utilize the collateral of borrowers to supplement withdrawal requests, and the corresponding debt of the relevant borrowers will be reduced. The protocol was launched on October 7 as a modified fork of Morpho Blue, built around isolated markets.According to the proposal, the collateral of borrowers will be passively utilized in order of the highest position risk, meaning positions closest to the liquidation loan-to-value ratio (LLTV) will be prioritized, while borrowers with very healthy positions are less likely to be affected. Taking the ETH/wstETH market as an example, lenders provide ETH, and borrowers stake wstETH to borrow ETH; if exiting through collateral, lenders will first be exposed to the staked tokens before receiving ETH. The proposal does not specify the qualification thresholds for healthy loans or the path for lenders to obtain ETH.Contributor Izzy stated in a post on October 16 that technical specifications and market parameters will be announced in the next two weeks, and the governance process and public audit must be completed before the mainnet launch. Details such as settlement valuation, debt offset formulas, fees, and limits have yet to be determined.

first_img Microsoft exits the UK's largest AI data center, power supply may be delayed until the 2030s

According to a report by the Financial Associated Press, Microsoft has withdrawn from a large artificial intelligence data center project developed by the UK data center company Nscale in Essex, with reports indicating that the withdrawal is related to concerns over power supply. Officials from the UK National Grid had informed Nscale that the power supply for the data center is not expected to be in place until the 2030s. Nscale is exploring whether it can generate power on-site and whether it can expedite the grid connection process.The project was previously referred to by the UK government as the largest data center in the UK, originally scheduled to open next year. As of the report, the site still appears to be just a scaffolding yard. Microsoft had originally planned to fund the construction of a supercomputer, but the collaboration has now been terminated. Following the termination of the related computing power transaction, Nscale lost its only publicly announced client for the data center in Essex. Nscale stated that its relationship with Microsoft remains strong and long-lasting, and the two parties will continue to collaborate on other overseas projects, with Microsoft still participating in another project in Norway.The Starmer government highlighted this project when announcing the UK's 2025 artificial intelligence strategy, calling it the largest autonomous artificial intelligence data center in the UK. Nscale has received support from several tech companies, including Nvidia, and plans to go public in the US this year, with a valuation potentially reaching $35 billion.
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