In early March 2026, Texas Instruments unveiled an 800V direct current power architecture for next-generation AI data centers and new edge-AI-enabled microcontroller families, while also deepening its collaboration with NVIDIA on humanoid robotics perception and safety solutions. Together, these moves highlight Texas Instruments’ push to anchor itself at the core of AI infrastructure and physical ...
In early March 2026, Texas Instruments unveiled an 800V direct current power architecture for next-generation AI data centers and new edge-AI-enabled microcontroller families, while also deepening its collaboration with NVIDIA on humanoid robotics perception and safety solutions. Together, these moves highlight Texas Instruments’ push to anchor itself at the core of AI infrastructure and physical AI systems, extending its analog and embedded portfolio into high-voltage data centers, intelligent motors and advanced robotics. Next, we’ll examine how Texas Instruments’ push into 800V AI data center power solutions could reshape its existing investment narrative. We've uncovered the 15 dividend fortresses yielding 5%+ that don't just survive market storms, but thrive in them. Texas Instruments Investment Narrative Recap To own Texas Instruments today, you need to believe its core analog and embedded franchise can stay differentiated even as AI reshapes chip demand and capital needs stay heavy. The latest AI data center and edge AI announcements support the idea that TI can tie its traditional strengths to newer AI-centric use cases. In the near term, the key catalyst remains how quickly orders recover relative to TI’s expanded fabs, while the major risk is underutilized capacity if demand disappoints; this news does not remove that risk. Among the recent developments, the launch of TinyEngine NPU based microcontrollers for edge AI stands out as most connected to TI’s broader AI push. These MCUs show how TI is trying to embed AI inference into low power, cost sensitive devices, potentially widening its role in everything from industrial motors to humanoid robots. For investors watching the utilization and returns on TI’s growing manufacturing base, this kind of portfolio expansion is directly relevant to the recovery and growth catalyst. Yet against this backdrop of AI opportunity, investors should also be aware of the growing risk that heavy fab spending and stricter re...
Find your next quality investment with Simply Wall St's easy and powerful screener, trusted by over 7 million individual investors worldwide. Adobe (NasdaqGS:ADBE) and NVIDIA announced a new partnership to accelerate AI powered creative and marketing workflows. The collaboration focuses on bringing advanced generative AI, including Adobe Firefly and agentic workflows, across Adobe's platforms. The...
Find your next quality investment with Simply Wall St's easy and powerful screener, trusted by over 7 million individual investors worldwide. Adobe (NasdaqGS:ADBE) and NVIDIA announced a new partnership to accelerate AI powered creative and marketing workflows. The collaboration focuses on bringing advanced generative AI, including Adobe Firefly and agentic workflows, across Adobe's platforms. The companies plan to use NVIDIA computing technology to support cloud native solutions for content creation, productivity, and marketing. For anyone tracking Adobe, this move sits at the core of what the company does best: creative software and digital marketing tools for individuals and enterprises. As generative AI is used across design, video, and customer experience workflows, large platforms are working to secure computing partners and AI model capabilities that can scale. This partnership draws attention to how Adobe might deliver AI driven tools across its ecosystem over the long term, not just near term metrics. Investors and users may want to watch how quickly these capabilities appear inside flagship products and how Adobe positions them for enterprise adoption and broader ecosystem integration. Stay updated on the most important news stories for Adobe by adding it to your watchlist or portfolio. Alternatively, explore our Community to discover new perspectives on Adobe. NasdaqGS:ADBE Earnings & Revenue Growth as at Mar 2026 📰 Beyond the headline: 0 risks and 4 things going right for Adobe that every investor should see. Quick Assessment ✅ Price vs Analyst Target : At US$251.86, Adobe trades about 24% below the US$332.25 analyst target. ✅ Simply Wall St Valuation : Simply Wall St estimates the shares trade 51.5% below fair value, flagged as undervalued. ❌ Recent Momentum: The 30 day return is roughly a 4.6% decline, so short term sentiment has been soft. There is only one way to know the right time to buy, sell or hold Adobe. Head to Simply Wall St's company report ...
Key Points Vestal Point Capital sold 1,054,000 Nuvalent shares in the fourth quarter, an estimated $103.93 million trade based on quarterly average pricing. The fund’s quarter-end Nuvalent position value declined by $90.50 million, reflecting both trading activity and stock price movement. After the trade, Vestal Point holds 46,000 Nuvalent shares valued at $4.63 million. 10 stocks we like better ...
Key Points Vestal Point Capital sold 1,054,000 Nuvalent shares in the fourth quarter, an estimated $103.93 million trade based on quarterly average pricing. The fund’s quarter-end Nuvalent position value declined by $90.50 million, reflecting both trading activity and stock price movement. After the trade, Vestal Point holds 46,000 Nuvalent shares valued at $4.63 million. 10 stocks we like better than Nuvalent › On February 17, 2026, Vestal Point Capital disclosed in a Securities and Exchange Commission (SEC) filing that it sold 1,054,000 shares of Nuvalent (NASDAQ:NUVL), an estimated $103.93 million transaction based on quarterly average pricing. What happened According to a Securities and Exchange Commission (SEC) filing dated February 17, 2026, Vestal Point Capital sold 1,054,000 shares of Nuvalent (NASDAQ:NUVL), an estimated $103.93 million transaction based on the quarter’s average closing price. The fund’s quarter-end position in Nuvalent fell by $90.50 million, a figure that includes both share sales and share price changes over the period. What else to know This sale reduced Nuvalent’s weight in the portfolio to less than 1% of 13F assets under management. Top holdings after the filing: NASDAQ:ABVX: $256.22 million (9.4% of AUM) NASDAQ:ACLX: $190.71 million (7.0% of AUM) NASDAQ: TERN: $181.80 million (6.7% of AUM) NASDAQ:BMRN: $178.29 million (6.5% of AUM) NYSE:GMED: $111.32 million (4.1% of AUM) As of February 17, 2026, Nuvalent shares were priced at $102.24, up 29.11% over the past year and outperforming the S&P 500’s roughly 19% gain in the same period. Company overview Metric Value Price (as of market close 2/17/26) $102.24 Market capitalization $7.43 billion Net income (TTM) ($425.4 million) One-year price change 29.11% Company snapshot Nuvalent develops clinical-stage targeted therapies for cancer, with lead candidates including NVL-520 (a ROS1-selective inhibitor) and NVL-655 (an ALK-selective inhibitor), both designed to address drug resistance and b...
Never miss an important update on your stock portfolio and cut through the noise. Over 7 million investors trust Simply Wall St to stay informed where it matters for FREE. IBM (NYSE:IBM) has expanded its collaboration with NVIDIA to support large scale enterprise AI across on premises, cloud, and regulated environments. The partnership includes integrating NVIDIA GPUs into IBM Cloud and Red Hat AI...
Never miss an important update on your stock portfolio and cut through the noise. Over 7 million investors trust Simply Wall St to stay informed where it matters for FREE. IBM (NYSE:IBM) has expanded its collaboration with NVIDIA to support large scale enterprise AI across on premises, cloud, and regulated environments. The partnership includes integrating NVIDIA GPUs into IBM Cloud and Red Hat AI Factory to help customers move AI projects from pilot to production. This AI focused move comes alongside IBM's ongoing work in quantum computing and adds a new dimension to its hybrid cloud and AI strategy. IBM enters this expanded NVIDIA partnership with its shares at $249.25 and a mixed recent track record, including a 5.0% decline over the past 30 days and a 14.5% decline year to date, but a 144.0% return over 5 years. For investors watching IBM's role in enterprise technology, this new collaboration sits on top of an already meaningful long term share price journey. For readers, the key question is how deeply this NVIDIA tie up helps IBM translate AI interest into production level workloads in complex, regulated settings. The outcome could influence how IBM is perceived among large enterprises deciding where to commit budgets for AI infrastructure and services. Stay updated on the most important news stories for International Business Machines by adding it to your watchlist or portfolio. Alternatively, explore our Community to discover new perspectives on International Business Machines. NYSE:IBM Earnings & Revenue Growth as at Mar 2026 4 things going right for International Business Machines that this headline doesn't cover. For investors, this expanded NVIDIA collaboration sits at the heart of IBM’s attempt to turn its hybrid cloud and AI messaging into concrete, workload-specific offerings. By promising GPU-powered AI across on-premises, cloud, and regulated environments, IBM is addressing one of the biggest bottlenecks large enterprises face: getting from proof of...
Nvidia CEO Jensen Huang's keynote speech at the chipmaker's annual developers event Monday included new product announcements and insight into where its revenue is headed. Here are our takeaways on two of Jensen's biggest updates. New inference chip Jensen unveiled Nvidia's new inference-focused chip, built on the technology it licensed late last year from AI chip startup Groq for a reported $20 b...
Nvidia CEO Jensen Huang's keynote speech at the chipmaker's annual developers event Monday included new product announcements and insight into where its revenue is headed. Here are our takeaways on two of Jensen's biggest updates. New inference chip Jensen unveiled Nvidia's new inference-focused chip, built on the technology it licensed late last year from AI chip startup Groq for a reported $20 billion. On Friday, we published an in-depth look into Groq's origins and the growing competition that Nvidia faces in inference computing — that's the name for the daily use of AI models after they've been trained. While Nvidia's graphics processing units (GPUs) are dominant in training, AI computing is maturing and evolving in such a way that there's a need for more specialized inference chips. That's where Groq's technology, which calls its chips language processing units, comes into play. It has a design that's optimal for certain inference tasks where speed is of the utmost importance, usually called low latency. Nvidia is naming its Groq-infused processor an LPX, and notably, it is going to be available alongside the Vera Rubin generation of chips, which launch later this year (Vera is the CPU, Rubin is the GPU) to succeed the Blackwell family. The LPX is in volume production now at third-party manufacturer Samsung, Jensen said, available sometime in the "Q3 timeframe." Nvidia is offering the inference chip in a server rack that contains 256 LPX processors. When we say rack, we're talking about a cabinet-sized computer, containing both the "processor" engines and networking that stitches the chips together. A data center has rows upon rows of server racks. The idea isn't that LPX racks entirely replace Nvidia's GPU-plus-CPU servers for inference, Jensen said, but rather that they coexist within a data center, working together to improve performance. Jensen said the LPX won't be necessary for every type of task. "If most of your workload is high-throughput, I would stic...
Investing in a struggling company such as Rivian Automotive (RIVN +3.13%), which has seen its share price crater by more than 85% since going public back in 2021, can be extremely risky. But when a stock has declined by so much and when there's a potential catalyst ahead, there may potentially be a good contrarian case for investing in it. That's the hope for Rivian stock this year, as the electri...
Investing in a struggling company such as Rivian Automotive (RIVN +3.13%), which has seen its share price crater by more than 85% since going public back in 2021, can be extremely risky. But when a stock has declined by so much and when there's a potential catalyst ahead, there may potentially be a good contrarian case for investing in it. That's the hope for Rivian stock this year, as the electric vehicle (EV) company is in the midst of launching its new R2 SUVs, which could lead to significantly more revenue for the business. Is the growth stock worth buying right now? The R2 could help Rivian reach a broader customer base EVs haven't generally been known for their affordability, but with the R2, Rivian hopes to make its new SUV much more accessible to a broader range of customers. The R2 Performance will be the first out of the gate, available this spring, at a starting price of $57,990. And late next year, its lowest price R2 Standard is projected to be available for as low as $45,000. By comparison, its current R1 models start at more than $70,000. While consumers may need to wait a while for the lowest-price R2 model to be available, it may not take long to see how strong the demand is this year for the new line of EVs. The company projects that for 2026, it'll deliver up to 67,000 EVs, which would be a sizable increase from roughly 42,000 vehicles last year. Expand NASDAQ : RIVN Rivian Automotive Today's Change ( 3.13 %) $ 0.47 Current Price $ 15.32 Key Data Points Market Cap $18B Day's Range $ 14.86 - $ 15.45 52wk Range $ 10.36 - $ 22.69 Volume 833K Avg Vol 33M Gross Margin -276.59 % Can Rivian's stock turn things around this year? Rivian's stock is down 23% this year, as investors remain skeptical about the potential for its financials to show much improvement. This is a company that last year incurred an operating loss of nearly $3.6 billion, on revenue totaling $5.4 billion. The company's razor-thin margins make profitability a huge concern for investors,...
Key Points Many of Rivian's new R2 SUVs will be available this year and will be more affordably priced than its R1 models. The company anticipates it will sell up to 67,000 electric vehicles this year. While Rivian's top line is likely to grow, there are still significant concerns about its bottom line. 10 stocks we like better than Rivian Automotive › Investing in a struggling company such as Riv...
Key Points Many of Rivian's new R2 SUVs will be available this year and will be more affordably priced than its R1 models. The company anticipates it will sell up to 67,000 electric vehicles this year. While Rivian's top line is likely to grow, there are still significant concerns about its bottom line. 10 stocks we like better than Rivian Automotive › Investing in a struggling company such as Rivian Automotive (NASDAQ: RIVN), which has seen its share price crater by more than 85% since going public back in 2021, can be extremely risky. But when a stock has declined by so much and when there's a potential catalyst ahead, there may potentially be a good contrarian case for investing in it. That's the hope for Rivian stock this year, as the electric vehicle (EV) company is in the midst of launching its new R2 SUVs, which could lead to significantly more revenue for the business. Is the growth stock worth buying right now? Will AI create the world's first trillionaire? Our team just released a report on the one little-known company, called an "Indispensable Monopoly" providing the critical technology Nvidia and Intel both need. Continue » The R2 could help Rivian reach a broader customer base EVs haven't generally been known for their affordability, but with the R2, Rivian hopes to make its new SUV much more accessible to a broader range of customers. The R2 Performance will be the first out of the gate, available this spring, at a starting price of $57,990. And late next year, its lowest price R2 Standard is projected to be available for as low as $45,000. By comparison, its current R1 models start at more than $70,000. While consumers may need to wait a while for the lowest-price R2 model to be available, it may not take long to see how strong the demand is this year for the new line of EVs. The company projects that for 2026, it'll deliver up to 67,000 EVs, which would be a sizable increase from roughly 42,000 vehicles last year. Can Rivian's stock turn things aroun...
Chinese aluminum producers are set to benefit from a rerouting of raw materials away from the Middle East. The US-Israeli war with Iran is driving more alumina — the precursor refined from bauxite — to China, swelling the country’s surplus and potentially boosting profits at the smelters that turn the material into aluminum. The near-total halt to shipping in the Strait of Hormuz has choked off su...
Chinese aluminum producers are set to benefit from a rerouting of raw materials away from the Middle East. The US-Israeli war with Iran is driving more alumina — the precursor refined from bauxite — to China, swelling the country’s surplus and potentially boosting profits at the smelters that turn the material into aluminum. The near-total halt to shipping in the Strait of Hormuz has choked off supplies to the Middle Eastern producers that account for 9% of the world’s aluminum. Alumina is now “being dumped” on the global market, said Chen Jingmin, an analyst with Shanghai-based broker Zijin Tianfeng Futures Co. China, home to the world’s biggest aluminum industry, is an obvious destination for marooned cargoes. The war has propelled prices of the lightweight metal to near four-year highs and lifted Chinese margins to record levels . Read More: Bahrain Starts Output Cuts at World’s Top Aluminum Smelter The nation is also the world’s top producer of alumina, and in recent years has been exporting its surplus . The upshot of the rerouting of trade flows, according to Zijin Tianfeng’s estimates, is that total Chinese imports of alumina could climb to 280,000 tons in April, with net imports rising to a two-year high of 90,000 tons. There will be more volumes arriving in China, “distorting domestic supplies that otherwise should be up for export,” Chen said. Other large alumina suppliers include Australia, Brazil, India and Russia. Even if their cargoes are heavily discounted, shipping costs could still deter buyers. But any pooling of supply in China is sure to help depress costs for smelters, and could in turn stimulate more exports of aluminum products to fill the Middle Eastern shortfall. Traders are monitoring whether export orders will rise further from already lofty levels, after fielding more inquiries for semi-finished products from European and US clients since the war began, said Zhang Meng, general manager of Shandong Aize Business Information Consulting Co. ...
Zacks Thematic Screens lets you dive into 30 dynamic investment themes shaping the future. Whether you're interested in cutting-edge technology, renewable energy, or healthcare innovations, our themes help you invest in ideas that matter to you. For those interested in viewing the Thematic screens, please click here >>> Thematic Screens – Zacks Investment Research. Let’s take a closer look at the ...
Zacks Thematic Screens lets you dive into 30 dynamic investment themes shaping the future. Whether you're interested in cutting-edge technology, renewable energy, or healthcare innovations, our themes help you invest in ideas that matter to you. For those interested in viewing the Thematic screens, please click here >>> Thematic Screens – Zacks Investment Research. Let’s take a closer look at the Artificial Intelligence screen and analyze a stock that the screen returned, namely NVIDIA NVDA. Artificial Intelligence Screen The Zacks Artificial Intelligence thematic screen features a diverse set of companies involved in the AI frenzy, ranging from creators of software and hardware that power AI to those applying and utilizing the technology through automation, diagnostics, cognitive tasks, and more. NVIDIA To Make A Trillion? NVIDIA posted a double-beat relative to our consensus expectations, with adjusted EPS of $1.62 growing 82% year-over-year. $68.1 billion in quarterly sales reflected a record, growing by a sizable 73% year-over-year. Unsurprisingly, what everybody was focused on was the Data Center results, which again showed a red-hot demand backdrop. Data Center sales of $62.3 billion reflected a record, growing 75% year-over-year and 22% sequentially. And interestingly enough, CEO Jensen Huang said today that overall sales of NVDA are likely to hit $1 trillion by 2027, underscoring the unbelievable momentum that the company is witnessing. Below is a chart illustrating NVIDIA’s Data Center sales on a quarterly basis. The company continues to sport a favorable Zacks Rank thanks to the favorable environment and outlook, currently a #2 (Buy). As shown below, earnings expectations have risen across the board over recent months. Zacks Investment Research Image Source: Zacks Investment Research Bottom Line Zacks Thematic Screens lets you dive into 30 dynamic investment themes shaping the future. Whether you're interested in cutting-edge technology, renewable energy, ...
Apple has delayed the launch of its smart home display to concentrate on next generation AI upgrades for Siri. The company has announced a major AirPods Max 2 update, including new hardware and more intelligent features. Apple has acquired MotionVFX, a content creation tools provider, to strengthen its video content ecosystem. For NasdaqGS:AAPL, these moves come as the share price stands at $252.8...
Apple has delayed the launch of its smart home display to concentrate on next generation AI upgrades for Siri. The company has announced a major AirPods Max 2 update, including new hardware and more intelligent features. Apple has acquired MotionVFX, a content creation tools provider, to strengthen its video content ecosystem. For NasdaqGS:AAPL, these moves come as the share price stands at $252.82, with a 1 year return of 18.7% and a 5 year return of 110.4%. Over the past year and beyond, Apple has continued to position itself as a broad platform for devices, services, and content, rather than solely a hardware maker. Readers may want to watch how Apple ties AI driven Siri improvements, premium audio with AirPods Max 2, and MotionVFX tools into a more unified experience across iPhone, iPad, Mac, and Apple TV. The timing and execution of the delayed smart home display launch, alongside integration of MotionVFX, could influence how central Apple becomes in both the living room and professional content workflows. Stay updated on the most important news stories for by adding it to your or . Alternatively, explore our to discover new perspectives on Apple. NasdaqGS:AAPL Earnings & Revenue Growth as at Mar 2026 Apple’s decision to delay its smart home display while pushing ahead with next generation Siri, AirPods Max 2 and the MotionVFX acquisition points to a clear focus on AI driven experiences and content creation rather than rushing new hardware. For you as an investor, the key thread is ecosystem depth. A smarter Siri can sit at the center of iPhone, Mac, iPad and a future home device, while AirPods Max 2 and MotionVFX speak directly to audio and video centric users who tend to spend more on services and accessories. This also lines up with Apple’s recent push into budget Macs and iPhones, because a broader device base increases the addressable audience for high end headphones and pro video tools. The trade off is timing. Pushing the smart display to later in 2026 s...
Taiwan Semiconductor Manufacturing Company Ltd. (NYSE:TSM - Get Free Report) saw unusually large options trading on Monday. Stock investors purchased 468,549 call options on the company. This represents an increase of 213% compared to the average daily volume of 149,582 call options. Get TSM alerts: Sign Up Analyst Ratings Changes TSM has been the topic of several recent analyst reports. Freedom C...
Taiwan Semiconductor Manufacturing Company Ltd. (NYSE:TSM - Get Free Report) saw unusually large options trading on Monday. Stock investors purchased 468,549 call options on the company. This represents an increase of 213% compared to the average daily volume of 149,582 call options. Get TSM alerts: Sign Up Analyst Ratings Changes TSM has been the topic of several recent analyst reports. Freedom Capital raised shares of Taiwan Semiconductor Manufacturing to a "strong-buy" rating in a research note on Thursday, January 15th. Wall Street Zen downgraded shares of Taiwan Semiconductor Manufacturing from a "buy" rating to a "hold" rating in a report on Saturday. TD Cowen raised their price objective on shares of Taiwan Semiconductor Manufacturing from $325.00 to $370.00 and gave the stock a "hold" rating in a research note on Friday, January 16th. Wedbush restated an "outperform" rating on shares of Taiwan Semiconductor Manufacturing in a research report on Wednesday, February 11th. Finally, Needham & Company LLC upped their target price on Taiwan Semiconductor Manufacturing from $360.00 to $410.00 and gave the company a "buy" rating in a research note on Thursday, January 15th. Four investment analysts have rated the stock with a Strong Buy rating, nine have given a Buy rating and two have issued a Hold rating to the company's stock. According to MarketBeat.com, the stock has a consensus rating of "Buy" and a consensus target price of $391.43. View Our Latest Stock Analysis on TSM Taiwan Semiconductor Manufacturing News Summary Here are the key news stories impacting Taiwan Semiconductor Manufacturing this week: Taiwan Semiconductor Manufacturing Stock Up 0.6% Shares of TSM stock traded up $1.91 during mid-day trading on Monday, hitting $340.22. The stock had a trading volume of 11,073,142 shares, compared to its average volume of 14,161,964. Taiwan Semiconductor Manufacturing has a 12-month low of $134.25 and a 12-month high of $390.20. The company has a debt-to-equity...
本研究是由新加坡国立大学刘钿渤组博士生何洪宇领衔、包括哈佛大学、斯坦福大学、耶鲁大学、谷歌公司、梅奥诊所等机构共同完成的，研究团队成员有医学 AI、放射学、临床医学等各方面的专家，具有很强的跨学科研究背景和临床实践经验。 随着生成式人工智能在医疗领域的加速渗透，越来越多的病历、影像报告及各类临床文本正逐步纳入 AI 参与生成的范畴。这一旨在提升医疗效率的技术革新背后，潜藏着威胁诊断安全性的深层隐患...
本研究是由新加坡国立大学刘钿渤组博士生何洪宇领衔、包括哈佛大学、斯坦福大学、耶鲁大学、谷歌公司、梅奥诊所等机构共同完成的，研究团队成员有医学 AI、放射学、临床医学等各方面的专家，具有很强的跨学科研究背景和临床实践经验。 随着生成式人工智能在医疗领域的加速渗透，越来越多的病历、影像报告及各类临床文本正逐步纳入 AI 参与生成的范畴。这一旨在提升医疗效率的技术革新背后，潜藏着威胁诊断安全性的深层隐患。 最近新加坡国立大学、哈佛大学、斯坦福大学等机构联合团队最新研究显示，当 AI 生成的临床文本被用作训练新一代 AI 模型时，一些罕见但是重要的病理信息会在数据迭代的过程中悄悄地消失，从而使得医疗 AI 整体诊断可靠性在群体上不断下降。 研究团队对临床文本生成、视觉-语言报告、医学图像合成这三个任务下的 80 多万条合成数据进行了系统的分析（如图 1 表示），首次证明了在没有强制性人工验证的情况下，多代自我训练循环会使病理多样性迅速消失，诊断可靠度急剧降低，并且医师评估也表明临床效用的退化。 最后研究团队提出了可以直接融入到目前临床工作流程中的缓解方法，在 AI 全面进入医疗之前给医生提供一条安全的操作路线。 论文标题： AI-generated data contamination erodes pathological variability and diagnostic reliability 论文链接： https://arxiv.org/abs/2601.12946 图 1 人工智能生成的数据污染造成的病理多样性丧失、诊断安全性降低的现象以及缓解方法 现实困境： 医疗 AI 生成普及背后的隐形危机 人工智能正在改变全球医疗文档系统，大型语言模型已经被广泛地应用到临床报告、出院小结、电子健康档案等方面，AI 辅助诊断已经得到广泛的应用。但是其中隐藏的风险是，原来依靠人工建立起来的医疗数据库正在被大量的 AI 生成内容所取代，而且不断保存在诊疗记录中，从而成为下一代 AI 训练的数据来源，形成了一个「生成-训练-再生成」的自循环结构。 在其它领域，自我训练循环被证明会造成「模型退化」，也就是输出的多样性以及保真度会降低。而医学领域的特殊性使得该问题的危害更加严重。医学诊断很大程度上依靠罕见病、非典型临床表现、临床分布尾部细微异常等信息的轻微流失都会造成系统性诊断盲区...
Key Points Director Raymond Link sold 25,404 shares over three days for a total value of ~$1.61 million at a weighted average price of around $63.48 per share. The disposition represented 24.77% of Link's direct holdings, reducing his direct position to 77,172 shares as of March 13, 2026. All shares were disposed of directly, with no indirect or derivative transactions involved. The sale follows a...
Key Points Director Raymond Link sold 25,404 shares over three days for a total value of ~$1.61 million at a weighted average price of around $63.48 per share. The disposition represented 24.77% of Link's direct holdings, reducing his direct position to 77,172 shares as of March 13, 2026. All shares were disposed of directly, with no indirect or derivative transactions involved. The sale follows a pattern of periodic liquidity, with transaction size reflecting available capacity after prior sales. 10 stocks we like better than nLIGHT › nLIGHT (NASDAQ:LASR) Board of Directors member Raymond A. Link reported the sale of 25,404 shares of common stock in multiple open-market transactions from March 11, 2026 through March 13, 2026, for a total consideration of approximately $1.61 million according to the SEC Form 4 filing. Transaction summary Metric Value Shares sold (direct) 25,404 Transaction value $1.6 million Post-transaction shares (direct) 77,172 Post-transaction value (direct ownership) ~$4.83 million Transaction value based on SEC Form 4 weighted average purchase price ($63.48); post-transaction value based on March 13, 2026 market close ($62.60). Key questions How does this sale compare to Raymond Link's previous open-market dispositions? This transaction involved 25,404 shares, which is above the most recent median sale size of 18,982 shares for Link's sell transactions since March of last year, and notably larger than his prior November 2025 sale of 12,560 shares. This transaction involved 25,404 shares, which is above the most recent median sale size of 18,982 shares for Link's sell transactions since March of last year, and notably larger than his prior November 2025 sale of 12,560 shares. What proportion of Link's direct holdings was affected? The sale represented 24.77% of his direct common stock position, reducing holdings from 102,576 to 77,172 shares, with no change to indirect or derivative positions. The sale represented 24.77% of his direct common st...
这个“注”有多大？何小鹏给出了数字：每个月3个亿。连续十几个月。投入的对象，是从芯片、编译器到软件架构、数据闭环的全栈自研体系。 3月16日晚，小鹏汽车董事长何小鹏与小鹏汽车通用智能中心负责人刘先明坐在了直播间。这场名为“Ask Me Anything”的直播，本该是一次例行的技术沟通，却因为何小鹏的频繁“自曝”，演变成了一场关于技术路线与商业抉择的坦白局。 “每月花3个亿去赌这个事情，连续十几个...
Devrimb/iStock via Getty Images Introduction Fluence Energy, Inc. ( FLNC ), which will officially complete 5 years of existence in June 2026 (although its roots date back to June 2017 , with illustrious entities such as Siemens AG and AES Corporation having come together in the form of a joint venture), is in the business of offering energy storage products and systems, where it is among the top 1...
Devrimb/iStock via Getty Images Introduction Fluence Energy, Inc. ( FLNC ), which will officially complete 5 years of existence in June 2026 (although its roots date back to June 2017 , with illustrious entities such as Siemens AG and AES Corporation having come together in the form of a joint venture), is in the business of offering energy storage products and systems, where it is among the top 10 players in the world. 2025 Investor Presentation Despite its credentials, it’s also worth noting that FLNC, whose offerings are typically tapped by utilities, load-serving entities, IPPs [independent power producers], and commercial & industrial clients (in over 50 markets across the world), hasn’t quite managed to deliver the goods for its shareholders over the last 5 years or so. To elaborate, since the FLNC stock (which currently has a market cap of over $3B) made its debut in late October 2021 , it has experienced considerable volatility and has effectively contracted by over 50%; all this while, FLNC’s peers from the Russell 2000 have generated positive returns of over 14%, and its industrial peers have surged ahead by 67% (on average). YCharts While there hasn’t been a great listing history for FLNC over the years, it must also be said that the stock has done pretty well to recover from the sub-$4 lows seen last year, which has seen it expand by over 4x since. So, is the recent goodwill here to stay, or could we be in for something else? Let’s examine and gauge some of the key themes of this story. Data Center Positioning Looks Alluring For much of its history, FLNC has been viewed as a useful cog in the renewable energy space, but this is gradually changing with the burgeoning appetite for energy storage solutions in data centers, particularly in the US, which is FLNC’s home turf. Q1 26 presentation IEA Investors may be interested to note that by the end of this decade, data center electricity consumption in the US is expected to double and hit levels of 240 TWh (T...