2026年1月26日，人工智能公司Anthropic的首席执行官Dario Amodei在其个人网站发布了一篇题为《The Adolescence of Technology: Confronting and Overcoming the Risks of Powerful AI》（技术的青春期：直面并克服强大AI的风险）的长文。 这篇文章长达38页，是Amodei继2024年10月发布《Mach...
2026年1月26日，人工智能公司Anthropic的首席执行官Dario Amodei在其个人网站发布了一篇题为《The Adolescence of Technology: Confronting and Overcoming the Risks of Powerful AI》（技术的青春期：直面并克服强大AI的风险）的长文。 这篇文章长达38页，是Amodei继2024年10月发布《Machines of Loving Grace》之后的又一重要著述。如果说前一篇文章聚焦于AI可能带来的积极影响，那么这篇新文章则系统性地探讨了强大AI可能带来的风险。 Dario Amodei曾是OpenAI的研究副总裁，参与了GPT-2和GPT-3的研发。2021年，他与多位OpenAI研究人员离开并创立了Anthropic，该公司开发了Claude系列大型语言模型。Anthropic目前获得了Google、Amazon等科技巨头的大额投资，估值约600亿美元。 这篇文章的发布正值全球AI技术快速发展之际。文章中，Amodei提出了对AI发展的一系列担忧，并给出了他认为可行的应对方案。文章一经发布就引发了科技界和政策界的广泛关注。 我们把这长达两万字，38页的内容做了概括凝练，以下是编译内容： 原文链接:https://www.darioamodei.com/essay/the-adolescence-of-technology#humanity-s-test 把 AI 从“工具”推到“变量”：什么是强大 AI Amodei 反复强调，他讨论的不是更会聊天的模型，而是一类能力与规模都发生质变的系统。他用一个比喻概括： “数据中心里的天才之国” 。 这个“天才之国”不是指某个单一模型有多聪明，而是指一种可以被复制、可并行运行、并且能通过工具触达现实世界的智力能力：它不仅回答问题，还能像远程员工一样使用电脑、软件与网络服务，被分配跨小时甚至跨天的任务，自主推进、反复迭代。与此同时，它的“规模属性”会改变游戏规则：同一套能力可以同时运行成千上万份实例，速度也可能显著快于人类团队的协作节奏。 当“智力 + 工具 + 并行规模 + 时间优势”叠加在一起，AI 就不只是产品功能升级，而变成一个会重写安全、经济与权力结构的变量。 为什么他要盯着“2027”：时间紧，且反馈回路在形成 文章没...
Archer-Daniels-Midland Co. agreed to pay $40 million to settle US Securities and Exchange Commission allegations that former executives sought to boost a flailing business unit’s bottom line to meet company targets, the regulator said Tuesday. The Chicago-based company didn’t admit to or deny the SEC’s allegations. Two former executives, Vince Macciocchi and Ray Young, agreed to pay more than $500...
Archer-Daniels-Midland Co. agreed to pay $40 million to settle US Securities and Exchange Commission allegations that former executives sought to boost a flailing business unit’s bottom line to meet company targets, the regulator said Tuesday. The Chicago-based company didn’t admit to or deny the SEC’s allegations. Two former executives, Vince Macciocchi and Ray Young, agreed to pay more than $500,000 each including disgorgement and civil penalties. “We are pleased to put these matters behind the company,” said ADM Chief Executive Officer Juan Luciano. ADM also said the Department of Justice had closed its investigation of the company with no further action. The SEC also filed a lawsuit against the company’s former Chief Financial Officer Vikram Luthar, accusing him of coordinating a series of adjustments that shifted operating profits from other ADM units to prop up the nutrition segment. Junaid Zubairi, an attorney for Luthar, said the regulator’s case was “meritless.” “The SEC unjustly seeks to hold Mr. Luthar accountable for long-standing business practices at ADM,” Zubairi said in a statement. “The transactions in question were transparent and were considered, approved, and implemented in good faith at the company.”
wildpixel/iStock via Getty Images By Jennifer Nash The Conference Board's Consumer Confidence Index plummeted to its lowest level since 2014 in January, dropping 9.7 points to 84.5. This is the steepest drop in over four years and was lower than the forecast of 90.6. The latest reading puts the index in the 28th percentile of the data series. The Present Situation Index, which is based on consumer...
wildpixel/iStock via Getty Images By Jennifer Nash The Conference Board's Consumer Confidence Index plummeted to its lowest level since 2014 in January, dropping 9.7 points to 84.5. This is the steepest drop in over four years and was lower than the forecast of 90.6. The latest reading puts the index in the 28th percentile of the data series. The Present Situation Index, which is based on consumers' assessment of current business and labor market conditions, fell 9.9 points to 113.7. Meanwhile, the Expectations Index, which is based on consumers' short-term outlook for income, business, and labor market conditions, dropped 9.5 points to 65.1. Note that a level of 80 or below for the Expectations Index historically signals a recession within the next year, and the index has been below 80 since February 2025. “Confidence collapsed in January, as consumer concerns about both the present situation and expectations for the future deepened,” said Dana M Peterson, Chief Economist, The Conference Board . “All five components of the Index deteriorated, driving the overall Index to its lowest level since May 2014 (82.2)—surpassing its COVID-19 pandemic depths.” Peterson added: “Consumers’ write-in responses on factors affecting the economy continued to skew towards pessimism. References to prices and inflation, oil and gas prices, and food and grocery prices remained elevated. Mentions of tariffs and trade, politics, and the labor market also rose in January, and references to health/insurance and war edged higher.” Read more Background on the Consumer Confidence Index The Conference Board Consumer Confidence Index measures the consumers' attitudes and confidence in the economy, business conditions, and labor market, with higher readings indicating higher optimism. The general assumption is that when consumers are more optimistic, they will spend more and stimulate economic growth. However, if consumers are pessimistic, then spending will decline, and the economy may slow dow...
Key Points AIP is driving explosive growth for Palantir's commercial business. The company also boasts of long-term revenue visibility for its government business. Despite the tailwinds, the premium valuation exposes the company to significant share price volatility. 10 stocks we like better than Palantir Technologies › Palantir Technologies (NASDAQ: PLTR) is set to report its fourth-quarter fisca...
Key Points AIP is driving explosive growth for Palantir's commercial business. The company also boasts of long-term revenue visibility for its government business. Despite the tailwinds, the premium valuation exposes the company to significant share price volatility. 10 stocks we like better than Palantir Technologies › Palantir Technologies (NASDAQ: PLTR) is set to report its fourth-quarter fiscal 2025 earnings results on Feb. 2. Once known primarily as a data analytics player focused on the government and defense sector, the company is now increasingly viewed as a mission-critical enterprise artificial intelligence (AI) platform with accelerating momentum across both government and commercial clients. But does that shift in narrative make the stock a buy now? Let's find out. Where to invest $1,000 right now? Our analyst team just revealed what they believe are the 10 best stocks to buy right now, when you join Stock Advisor. See the stocks » AIP catalyst Palantir's Artificial Intelligence Platform (AIP) and its highly effective go-to-market strategy are proving to be the most important growth engines. In the third quarter, U.S. commercial revenues increased 121% year over year to $397 million. This was driven by the rapid adoption of AIP by both existing and new customers, not only for isolated use cases but also for C-suite-led enterprise-wide transformations. The company's AIP Bootcamps enable clients to deploy AIP in real-world production-grade use cases within a few days, thereby shortening sales cycles. Palantir also stands to benefit from the rapid evolution of agentic AI capabilities within AIP, including AI FDE and AI Hivemind. An AI FDE development agent autonomously connects to various data sources, integrates and transforms data, creates ontologies (a framework that helps relate enterprise physical assets to digital twins or counterparts), and builds applications for enterprises at exceptionally high speed and productivity levels. AI Hivemind is used to...
While AI chip stocks continue to garner outsize attention, smart analysts are looking elsewhere for growth. Prior to the artificial intelligence (AI) revolution, the trillion-dollar club only had three members: Apple, Microsoft, and Alphabet. Since OpenAI released ChatGPT to the world and forever changed the technology landscape, several more companies have achieved trillion-dollar status. While s...
While AI chip stocks continue to garner outsize attention, smart analysts are looking elsewhere for growth. Prior to the artificial intelligence (AI) revolution, the trillion-dollar club only had three members: Apple, Microsoft, and Alphabet. Since OpenAI released ChatGPT to the world and forever changed the technology landscape, several more companies have achieved trillion-dollar status. While semiconductor stocks have become some of the most influential contributors to the AI boom, Wall Street has its eyes on another platform as the next big opportunity. Let's dig into how Meta Platforms (META +0.09%) is quietly leading the AI supercycle and assess why the company is poised to continue disrupting its big tech counterparts. How is Meta deploying AI? Meta's peers have ambitious AI road maps -- promising to revolutionize society through autonomous systems and humanoid robots. While the upside from these moonshots is enormous, physical AI applications remain years -- if not decades -- away from commercial deployment if they are successful at all. Meta is taking a drastically different approach. The company has one of the clearest ways to showcase how AI is already making a positive impact on its business. Meta Advantage+ is redefining how companies and consumers interact with digital ads. While this might sound a little mundane, Meta's results since launching this product are so good they are almost impossible to believe. Expand NASDAQ : META Meta Platforms Today's Change ( 0.09 %) $ 0.61 Current Price $ 672.97 Key Data Points Market Cap $1.7T Day's Range $ 664.66 - $ 676.82 52wk Range $ 479.80 - $ 796.25 Volume 13M Avg Vol 19M Gross Margin 82.00 % Dividend Yield 0.31 % Why is Meta Advantage+ such a game changer? The biggest challenge for advertisers is accurately analyzing which types of campaigns different consumer demographics engage with and the frequency with which they respond. Meta Advantage+ is taking much of the guesswork out of this equation -- removing the...
Palantir Technologies (NASDAQ: PLTR) is set to report its fourth-quarter fiscal 2025 earnings results on Feb. 2. Once known primarily as a data analytics player focused on the government and defense sector, the company is now increasingly viewed as a mission-critical enterprise artificial intelligence (AI) platform with accelerating momentum across both government and commercial clients. But does ...
Palantir Technologies (NASDAQ: PLTR) is set to report its fourth-quarter fiscal 2025 earnings results on Feb. 2. Once known primarily as a data analytics player focused on the government and defense sector, the company is now increasingly viewed as a mission-critical enterprise artificial intelligence (AI) platform with accelerating momentum across both government and commercial clients. But does that shift in narrative make the stock a buy now? Let's find out. Where to invest $1,000 right now? Our analyst team just revealed what they believe are the 10 best stocks to buy right now, when you join Stock Advisor. See the stocks » Image source: Getty Images. AIP catalyst Palantir's Artificial Intelligence Platform (AIP) and its highly effective go-to-market strategy are proving to be the most important growth engines. In the third quarter, U.S. commercial revenues increased 121% year over year to $397 million. This was driven by the rapid adoption of AIP by both existing and new customers, not only for isolated use cases but also for C-suite-led enterprise-wide transformations. The company's AIP Bootcamps enable clients to deploy AIP in real-world production-grade use cases within a few days, thereby shortening sales cycles. Palantir also stands to benefit from the rapid evolution of agentic AI capabilities within AIP, including AI FDE and AI Hivemind. An AI FDE development agent autonomously connects to various data sources, integrates and transforms data, creates ontologies (a framework that helps relate enterprise physical assets to digital twins or counterparts), and builds applications for enterprises at exceptionally high speed and productivity levels. AI Hivemind is used to orchestrate agents for problem-solving, idea generation and refinement, and the generation of executable proposals. Together with Edge Ontology, which enables clients to use ontology on mobile devices and embedded systems, Palantir is strengthening AIP's value proposition. Other growth driver...
A proxy fight for control and influence in the company has begun. CoStar Group (CSGP +0.71%), the owner of familiar real estate websites Apartments.com and Homes.com, eked out a slight win on the stock exchange Tuesday. On news that an activist investor is trying to influence company governance, investors bid the stock up by 0.6% on the day. This edged past the S&P 500 index's 0.4% gain. Third poi...
A proxy fight for control and influence in the company has begun. CoStar Group (CSGP +0.71%), the owner of familiar real estate websites Apartments.com and Homes.com, eked out a slight win on the stock exchange Tuesday. On news that an activist investor is trying to influence company governance, investors bid the stock up by 0.6% on the day. This edged past the S&P 500 index's 0.4% gain. Third point makes a point That activist is hedge fund Third Point, headed by well-known veteran investor Daniel Loeb. On Tuesday morning, the firm sent a letter to CoStar's board of directors, urging major changes at the company. In a letter made public by Third Point, the hedge fund's management said it will propose several new directors to the board. It also said CoStar should take "immediate action" to improve its operations, including considering strategic alternatives for Homes.com and its associated residential real estate businesses. Third Point pointed the finger of blame squarely at CoStar's current leadership. It sharply criticized "the weak board oversight, misalignment of management incentives, and disastrous capital allocation policies that allowed CEO Andy Florance to sink billions of shareholder dollars into an ill-conceived and hopelessly executed strategy to build an online classifieds business in the residential real estate (RRE) industry." Expand NASDAQ : CSGP CoStar Group Today's Change ( 0.71 %) $ 0.47 Current Price $ 66.28 Key Data Points Market Cap $28B Day's Range $ 65.69 - $ 70.32 52wk Range $ 57.01 - $ 97.43 Volume 787K Avg Vol 5.1M Gross Margin 76.36 % Proxy battle, round 1 Pulling no punches, Third Point added that CoStar's stock price has declined 27% over the past five years, while the S&P 500 index's total return was 94%. As of early Tuesday evening, CoStar has not publicly responded to the letter. This is the start of a proxy fight for control and influence, and judging by the market's reaction, investors are cautiously optimistic that this will lead ...
Key Points Applied Digital shares jumped after Nvidia announced a $2 billion investment in CoreWeave, a key customer of Applied Digital. The Nvidia-CoreWeave deal helps calm investor worries about whether Applied Digital's heavily leveraged customer base can fulfill financial commitments. 10 stocks we like better than Applied Digital › Shares of Applied Digital (NASDAQ: APLD) spiked on Tuesday, fi...
Key Points Applied Digital shares jumped after Nvidia announced a $2 billion investment in CoreWeave, a key customer of Applied Digital. The Nvidia-CoreWeave deal helps calm investor worries about whether Applied Digital's heavily leveraged customer base can fulfill financial commitments. 10 stocks we like better than Applied Digital › Shares of Applied Digital (NASDAQ: APLD) spiked on Tuesday, finishing the day up 14.3%. The dramatic move came as the S&P 500 gained 0.4% and the Nasdaq Composite rose 0.9%. The artificial intelligence (AI) data center operator's stock is flying on news of Nvidia's investment in one of Applied Digital's closest partners. Where to invest $1,000 right now? Our analyst team just revealed what they believe are the 10 best stocks to buy right now. Continue » Nvidia announces a major CoreWeave investment Nvidia, the company at the very heart of the AI boom, announced late yesterday that it is expanding its backing of *CoreWeave*, the AI-first cloud computing operator. The chipmaker purchased $2 billion in Class A shares of CoreWeave at an average price of $87.20 per share as part of an expanded partnership. What that means for Applied Digital As a key partner of CoreWeave, this was a big win for Applied Digital as well, helping alleviate fears that the heavily leveraged company's core customers won't be able to make good on their commitments. While this certainly is a major sign of confidence from Nvidia, I still have serious doubts about CoreWeave's long-term sustainability -- and therefore, Applied Digital. I would still treat both of these stocks as speculative and remain cautious. Should you buy stock in Applied Digital right now? Before you buy stock in Applied Digital, consider this: The Motley Fool Stock Advisor analyst team just identified what they believe are the 10 best stocks for investors to buy now… and Applied Digital wasn’t one of them. The 10 stocks that made the cut could produce monster returns in the coming years. Consid...
ardasavasciogullari The U.S. dollar was soft on Tuesday, extending recent losses as political uncertainty, intervention risks, and shifting rate expectations kept pressure on the greenback. The dollar index was last down 1.30% at $95.78, and is lower by around 2% so far this year. Dollar weekly moves and key drivers: Over the past week, the U.S. Dollar Index ( DXY ), which measures the dollar agai...
ardasavasciogullari The U.S. dollar was soft on Tuesday, extending recent losses as political uncertainty, intervention risks, and shifting rate expectations kept pressure on the greenback. The dollar index was last down 1.30% at $95.78, and is lower by around 2% so far this year. Dollar weekly moves and key drivers: Over the past week, the U.S. Dollar Index ( DXY ), which measures the dollar against a basket of six major currencies, fell 1.78%, as markets priced in growing geopolitical risks , speculation around currency intervention and caution ahead of the Federal Reserve’s policy meeting. Graphical Representation (SeekingAlpha) Political developments remained a key driver, with heightened focus on U.S. trade tensions and renewed debate over dollar policy following President Donald Trump’s remarks that the currency was “doing great” despite its recent slide, while investors digested developments from Greenland-related trade concerns, ongoing tariff risks , and wider political uncertainty influencing risk sentiment. Analysts also pointed to rising intervention risks in USD/JPY, while Bank of America flagged increasing market preference for dollar selling amid geopolitical uncertainty. The 10-year Treasury yield ( US10Y ) fell one basis point to 4.25%, while the 2-year yield ( US2Y ) slipped one basis point to 3.59%. Currency Highlights: Major currency movements (January 19 to January 26) Euro ( EUR:USD ) +1.78% Pound Sterling ( GBP:USD ) +1.74% Japanese Yen ( JPY:USD ) +2.21% Chinese Yuan ( CNY:USD ) +0.01% Swiss Franc ( CHF:USD ) +2.71% Australian Dollar ( AUD:USD ) +2.58% Canadian Dollar ( CAD:USD ) +1.07% Click to enlarge The Japanese yen ( JPY:USD ) was last up 1.29%, as markets remained alert to the risk of official intervention after last week’s sharp rally revived speculation of coordinated action by Japanese authorities, possibly with U.S. backing. The euro ( EUR:USD ) was last up 1.26%, supported by improved global risk sentiment and signs of stabilizing ...
Afraid of an AI bubble, but don't want to miss out on AI profits? Cameco has you covered. Many in the financial media have expressed concerns over an artificial intelligence (AI) bubble, and it's no wonder why. AI stocks have been on a seriously big and incredibly fast run over the past couple of years. The parallels to the dot-com crash are easy to draw. Both that event and the current AI bull ma...
Afraid of an AI bubble, but don't want to miss out on AI profits? Cameco has you covered. Many in the financial media have expressed concerns over an artificial intelligence (AI) bubble, and it's no wonder why. AI stocks have been on a seriously big and incredibly fast run over the past couple of years. The parallels to the dot-com crash are easy to draw. Both that event and the current AI bull market centered on incredible new technologies that promise to change the way we live and work. While the internet has already done that, and AI certainly has the potential to do the same, possible over-speculation and billions of dollars pouring into AI have cast doubts on the short-term viability of AI investment. Fortunately, you can protect yourself from any potential AI bubble popping while still capturing some gains if the bull market in AI continues. Canada's Cameco (CCJ +3.66%) is the way to do it. Expand NYSE : CCJ Cameco Today's Change ( 3.66 %) $ 4.44 Current Price $ 125.70 Key Data Points Market Cap $48B Day's Range $ 120.44 - $ 127.09 52wk Range $ 35.00 - $ 128.40 Volume 145K Avg Vol 4.5M Gross Margin 26.65 % Dividend Yield 0.14 % Power with the intensity of ten thousand suns Cameco, as a uranium miner, is integral to powering AI's energy needs. But even without AI, focus on alternative energy and the shortcomings of other low-carbon alternatives like wind and solar is seeing many countries giving nuclear another look. The United States is no exception. The Department of Energy has set a goal to triple America's nuclear capacity by 2050. The U.S. is already the world's largest nuclear energy generator by volume, but it only makes up about 21% of the country's total energy output. All of America's 94 operating nuclear reactors need uranium. So will the 10 planned Westinghouse reactors the government pledged $80 billion toward procuring (more on that in a moment.) Cameco is the second-largest uranium miner in the world. In 2024, it produced 17% of all uranium used ...
India’s Oil Minister of Petroleum and Natural Gas Hardeep Singh Puri says he believes Canada has the potential to become one of India’s major energy suppliers. The minister also notes that India’s imports of Russian crude could continue to decline as the world’s third largest oil consumer broadens its supplier base. He speaks to Bloomberg's Menaka Doshi on the sidelines of India Energy Week in Goa...
India’s Oil Minister of Petroleum and Natural Gas Hardeep Singh Puri says he believes Canada has the potential to become one of India’s major energy suppliers. The minister also notes that India’s imports of Russian crude could continue to decline as the world’s third largest oil consumer broadens its supplier base. He speaks to Bloomberg's Menaka Doshi on the sidelines of India Energy Week in Goa. (Source: Bloomberg)
A man on trial for bludgeoning four men to death with a metal bar as they slept on the New York streets had been diagnosed with schizophrenia when he left jail months earlier and was hearing voices telling him he needed to kill 40 people or he would die too, his lawyer told jurors on Tuesday. Randy Santos, 31, is asserting an insanity defence at his trial in state court in Manhattan. Through his l...
A man on trial for bludgeoning four men to death with a metal bar as they slept on the New York streets had been diagnosed with schizophrenia when he left jail months earlier and was hearing voices telling him he needed to kill 40 people or he would die too, his lawyer told jurors on Tuesday. Randy Santos, 31, is asserting an insanity defence at his trial in state court in Manhattan. Through his lawyers, he has acknowledged committing the 2019 Chinatown rampage. But, they argue, he is not criminally responsible because mental illness has polluted his mind with irrational thoughts and left him prone to violence. If they succeed, Santos could be sent to a psychiatric treatment facility instead of prison. Advertisement “He needed the voices to stop. he needed to save his own life,” Santos’ lawyer, Marnie Zien, said in an opening statement. “He saw no other way out.” Santos, 31, has pleaded not guilty to charges including first-degree murder in the deaths of Florencio Moran, Nazario Vasquez Villegas, Anthony Manson and Chuen Kok and attempted murder charges for assaults that left two other men severely injured. They were among 319 killings in the city in 2019, including 52 in Manhattan. Mourners leave flowers at a small memorial for four homeless men who were murdered in Chinatown in New York in October 2019. Photo: AFP Surveillance video captured Santos “repeatedly lifting the bar up over his head and bringing it down on the head” of one victim, Assistant District Attorney Alfred Peterson told jurors.