JHVEPhoto/iStock Editorial via Getty Images Broadcom ( AVGO ) sits at an almost $1.8 trillion valuation, as the company has reinvented itself into a conglomerate in the tech industry. The company has built a model of acquiring valuable assets, integrating them into its portfolio, and driving strong cash flow. With the growth of AI, Broadcom, as we discussed in our last article , has become integra...
JHVEPhoto/iStock Editorial via Getty Images Broadcom ( AVGO ) sits at an almost $1.8 trillion valuation, as the company has reinvented itself into a conglomerate in the tech industry. The company has built a model of acquiring valuable assets, integrating them into its portfolio, and driving strong cash flow. With the growth of AI, Broadcom, as we discussed in our last article , has become integral to the custom silicon that's a key part of the next wave of AI. Broadcom and Artificial Intelligence Broadcom has built an impressive artificial intelligence portfolio with impressive and cutting edge packaging solutions. Broadcom Investor Presentation Broadcom has a wide variety of semiconductor solutions for the AI space, including supporting hyperscale data centers. GPUs are the largest source of expense for data centers, and Nvidia has gross margins above 70%. So it stands to reason that the largest AI capex investors would take a portion of their $100+ billion budgets to build their own custom silicon. Broadcom is key to those companies building their own silicon. Rumors are that Broadcom will be a big part of upcoming AWS silicon . Anthropic, Google, and Broadcom signed a deal for 3.5 GW of custom TPU silico n. Estimates from analysts are for $42 billion of Anthropic alone TPU revenue for Broadcom in 2027 . This shows the scale of the opportunity. Broadcom forecasts significantly more than $100 billion in AI revenue by 2027 , with Broadcom having secured the supply chain to achieve this. For perspective, Broadcom is guiding for 2027 AI revenue alone per quarter more than the company's revenue today, showing the scale. Broadcom Company Overview Broadcom has a history of growing through acquisitions and intelligent integrations of valuable businesses. Broadcom Investor Presentation Broadcom has acquired major names and parts, including its CA Technologies, Broadcom, Symantec, and largest acquisition ever, VMware. Broadcom once tried to have a larger acquisition of Qua...
JHVEPhoto/iStock Editorial via Getty Images Broadcom ( AVGO ) sits at an almost $1.8 trillion valuation, as the company has reinvented itself into a conglomerate in the tech industry. The company has built a model of acquiring valuable assets, integrating them into its portfolio, and driving strong cash flow. With the growth of AI, Broadcom, as we discussed in our last article , has become integra...
JHVEPhoto/iStock Editorial via Getty Images Broadcom ( AVGO ) sits at an almost $1.8 trillion valuation, as the company has reinvented itself into a conglomerate in the tech industry. The company has built a model of acquiring valuable assets, integrating them into its portfolio, and driving strong cash flow. With the growth of AI, Broadcom, as we discussed in our last article , has become integral to the custom silicon that's a key part of the next wave of AI. Broadcom and Artificial Intelligence Broadcom has built an impressive artificial intelligence portfolio with impressive and cutting edge packaging solutions. Broadcom Investor Presentation Broadcom has a wide variety of semiconductor solutions for the AI space, including supporting hyperscale data centers. GPUs are the largest source of expense for data centers, and Nvidia has gross margins above 70%. So it stands to reason that the largest AI capex investors would take a portion of their $100+ billion budgets to build their own custom silicon. Broadcom is key to those companies building their own silicon. Rumors are that Broadcom will be a big part of upcoming AWS silicon . Anthropic, Google, and Broadcom signed a deal for 3.5 GW of custom TPU silico n. Estimates from analysts are for $42 billion of Anthropic alone TPU revenue for Broadcom in 2027 . This shows the scale of the opportunity. Broadcom forecasts significantly more than $100 billion in AI revenue by 2027 , with Broadcom having secured the supply chain to achieve this. For perspective, Broadcom is guiding for 2027 AI revenue alone per quarter more than the company's revenue today, showing the scale. Broadcom Company Overview Broadcom has a history of growing through acquisitions and intelligent integrations of valuable businesses. Broadcom Investor Presentation Broadcom has acquired major names and parts, including its CA Technologies, Broadcom, Symantec, and largest acquisition ever, VMware. Broadcom once tried to have a larger acquisition of Qua...
Explosion in AI Hardware! NVIDIA approaches record highs, while Intel, Taiwan Semiconductor, AMD, SanDisk, and Micron Technology all hit new record highs. 富途牛牛
Explosion in AI Hardware! NVIDIA approaches record highs, while Intel, Taiwan Semiconductor, AMD, SanDisk, and Micron Technology all hit new record highs. 富途牛牛
US officials reversed themselves and will now allow Nicolás Maduro and his wife to pay lawyers with Venezuelan funds as they defend themselves in the drug-trafficking case against them in New York. The reversal clears a roadblock that had stalled the prosecution of the former Venezuelan president and his wife, Cilia Flores , who were captured in early January in a raid of their home in Caracas and...
US officials reversed themselves and will now allow Nicolás Maduro and his wife to pay lawyers with Venezuelan funds as they defend themselves in the drug-trafficking case against them in New York. The reversal clears a roadblock that had stalled the prosecution of the former Venezuelan president and his wife, Cilia Flores , who were captured in early January in a raid of their home in Caracas and brought to the US. US officials barred them from using Venezuelan funds to pay for their defense, arguing it would undermine sanctions against the country. The couple claimed that this infringed on their right to a fair trial and argued that the indictment against them should therefore be dismissed. At a hearing in March, US District Judge Alvin Hellerstein questioned the prosecution’s refusal to let the Venezuelan government to pay for Maduro’s legal defense. The judge noted that the US is doing business with Venezuela and that Maduro and his wife are no longer in that country. Late Friday, Manhattan US Attorney Jay Clayton informed the court that the Office of Foreign Assets Control had issued the couple amended licenses that allows them to tap Venezuelan funds. With the funding issue resolved, the couple agreed to withdraw their request to dismiss the case, Clayton told the court. Read More: Maduro Appears in Court to Fight Narco-Terrorism Case Prosecutors claim Maduro played a key role in a conspiracy to traffic cocaine into the US. They also allege that Maduro and others partnered with groups designated by the US as foreign terrorist organizations and that he sought to enrich himself while serving in government during a span of more than two decades. Maduro and Flores have pleaded not guilty. Clayton asked the court to set a status hearing the case in about 60 days. The case is US v. Maduro, 11-cr-00205, US District Court, Southern District of New York (Manhattan).
You’d think that if very expensive share prices slammed into global political chaos and a nasty energy crisis there’d be a crash. A durable correction at least. You’d be wrong. This year at least. Instead, in 2026, we are getting non-stop new highs. This could all make sense. Maybe the market has learned to look through things, taking a lesson from the pandemic. Maybe we are in the early stages of...
You’d think that if very expensive share prices slammed into global political chaos and a nasty energy crisis there’d be a crash. A durable correction at least. You’d be wrong. This year at least. Instead, in 2026, we are getting non-stop new highs. This could all make sense. Maybe the market has learned to look through things, taking a lesson from the pandemic. Maybe we are in the early stages of an artificial intelligence-driven productivity boom and profits will boom some more. Maybe there just isn’t any real evidence that the US-Israel war with Iran, despite the thousands who have been killed and all the energy infrastructure damage, is a long-term problem for markets. Sure, it’s a bit muddled, but we are on a sort-of off-ramp, and once the ships get moving and the overtime for port workers is agreed, things will soon be back to normal. The other possibility is that it isn’t any of those things. It is that reality just can’t hold out against passive investing. It used to be that if stocks were cheap you could be pretty sure you’d make good returns from them long term. If they were expensive you would not. The price you paid dictated the returns you got. That’s not so true now. When a large number of investors pay no attention to balance sheets, earnings forecasts, price-to-book ratios and the like and just keep chucking cash in, things change. Flows have always trumped fundamentals, of course. This is how you get bubbles: people get over-excited and ignore reality for a while. But historically, with the market dominated by active (and analytical) investors, eventually recognition of fundamentals reverses flows. Prices go up too high, everyone sells. Prices come down. These days, in our new world of passive dominance (making up anything from 20% to 50% of the S&P 500, depending on who you listen to), that doesn’t seem to happen. The result? A recent study by Min Jun Song of Columbia Business School found that “the relatively fundamentals-agnostic nature of passiv...
To celebrate the release of the film Mother Mary, starring Anne Hathaway and Michaela Coel, in which a fashion designer creates a comeback dress for a pop star, we weigh up the best performative looks “Dressed like a fabulously turned-out carrion crow,” is how our reviewer described the gothic, avian-like get-up PJ Harvey wore to perform her journalistic and theatrical ninth album, The Hope Six De...
To celebrate the release of the film Mother Mary, starring Anne Hathaway and Michaela Coel, in which a fashion designer creates a comeback dress for a pop star, we weigh up the best performative looks “Dressed like a fabulously turned-out carrion crow,” is how our reviewer described the gothic, avian-like get-up PJ Harvey wore to perform her journalistic and theatrical ninth album, The Hope Six Demolition Project, in Brixton, south London, in 2016. The dress was the work of Harvey’s longtime friend, the Belgian designer Ann Demeulemeester, and epitomises the more dramatic stage looks – melodramatic but pared-back – that Harvey turned to for her later, darker albums. As she said of the clothes : “For me, it’s about the ability to meet the world. And it is a second skin, isn’t it? It’s protection, as well. It’s a very big part of clothing, the feeling of protection, particularly in Ann’s clothes.” Who would have thought that someone who earlier in their career took to the stage in Spice Girls co-ords and hot-pink catsuits would wind up in such serious Belgian high-fashion? Ellie Violet Bramley Continue reading...
Hong Kong’s Aberdeen marina-residential tourism project has attracted local and overseas interest, with the city’s leading yacht club and a Singapore-based operator seeking partnerships with developers to expand their presence. Experts in the real estate and boating industries said developers would be keen to work with local, mainland Chinese or overseas marina operators to strengthen their bids a...
Hong Kong’s Aberdeen marina-residential tourism project has attracted local and overseas interest, with the city’s leading yacht club and a Singapore-based operator seeking partnerships with developers to expand their presence. Experts in the real estate and boating industries said developers would be keen to work with local, mainland Chinese or overseas marina operators to strengthen their bids and tap into the market, while urging the government to improve infrastructure and reinforce the...
Mozambique and China have agreed to map the vast, untapped deposits of critical minerals buried beneath the African nation’s resource-rich northern provinces, as Maputo seeks Chinese capital and security expertise to unlock one of the continent’s most coveted – and conflict-ridden – resource frontiers. The announcement was made in a joint statement issued after talks between Chinese President Xi J...
Mozambique and China have agreed to map the vast, untapped deposits of critical minerals buried beneath the African nation’s resource-rich northern provinces, as Maputo seeks Chinese capital and security expertise to unlock one of the continent’s most coveted – and conflict-ridden – resource frontiers. The announcement was made in a joint statement issued after talks between Chinese President Xi Jinping and his Mozambican counterpart Daniel Chapo in Beijing on Tuesday. The geological survey will...
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This is the forum for daily political discussion on Seeking Alpha. A new version is published every market day. Please don't leave political comments on other articles or posts on the site. The comments below are not regulated with the same rigor as the rest of the site, and this is an 'enter at your own risk' area as discussion can get very heated. If you can't stand the heat... you know what they say... More on Today's Markets: Moderation Guidelines: We remove comments under the following categories: Personal attacks on another user account Anti-Vaxxer or covid related misinformation Stereotyping, prejudiced or racist language about individuals or the topic under discussion. Inciting violence messages, encouraging hate groups and political violence. Regardless of which side of the political divide you find yourself, please be courteous and don't direct abuse at other users. For any issue with regards to comments please email us at : moderation@seekingalpha.com. Seeking Alpha's Disclosure: Past performance is no guarantee of future results. No recommendation or advice is being given as to whether any investment is suitable for a particular investor. Any views or opinions expressed above may not reflect those of Seeking Alpha as a whole. Seeking Alpha is not a licensed securities dealer, broker or US investment adviser or investment bank. Our analysts are third party authors that include both professional investors and individual investors who may not be licensed or certified by any institute or regulatory body.
The stochastic challenge Traditional software is predictable: Input A plus function B always equals output C. This determinism allows engineers to develop robust tests. On the other hand, generative AI is stochastic and unpredictable. The exact same prompt often yields different results on Monday versus Tuesday, breaking the traditional unit testing that engineers know and love. To ship enterprise...
The stochastic challenge Traditional software is predictable: Input A plus function B always equals output C. This determinism allows engineers to develop robust tests. On the other hand, generative AI is stochastic and unpredictable. The exact same prompt often yields different results on Monday versus Tuesday, breaking the traditional unit testing that engineers know and love. To ship enterprise-ready AI, engineers cannot rely on mere “vibe checks” that pass today but fail when customers use the product. Product builders need to adopt a new infrastructure layer: The AI Evaluation Stack . This framework is informed by my extensive experience shipping AI products for Fortune 500 enterprise customers in high-stakes industries, where “hallucination” is not funny — it’s a huge compliance risk. Defining the AI evaluation paradigm Traditional software tests are binary assertions (pass/fail). While some AI evals use binary asserts, many evaluate on a gradient. An eval is not a single script; it is a structured pipeline of assertions — ranging from strict code syntax to nuanced semantic checks — that verify the AI system’s intended function. The taxonomy of evaluation checks To build a robust, cost-effective pipeline, asserts must be separated into two distinct architectural layers: Layer 1: Deterministic assertions A surprisingly large share of production AI failures aren't semantic "hallucinations" — they are basic syntax and routing failures. Deterministic assertions serve as the pipeline's first gate, using traditional code and regex to validate structural integrity. Instead of asking if a response is "helpful," these assertions ask strict, binary questions: Did the model generate the correct JSON key/value schema? Did it invoke the correct tool call with the required arguments? Did it successfully slot-fill a valid GUID or email address? // Example: Layer 1 Deterministic Tool Call Assertion { "test_scenario": "User asks to look up an account", "assertion_type": "schem...