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#OpenAIAnnualRecurringRevenueNears$70B
OpenAI is approaching a number that would have sounded almost impossible just a few years ago.
Its annualized recurring revenue is now nearing $70 billion, according to a source familiar with the company's financials cited by Reuters. The reported run rate has increased by more than 70% since the beginning of the third quarter, while enterprise sales have more than doubled since July.
But the headline number is not actually the most interesting part.
The real story is where that growth is coming from.
Enterprise demand is accelerating.
That matters becau
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#BrentTops$106USTalksStall
Oil is sending a message that the market cannot afford to ignore.
Brent crude has pushed back above the $106 level as U.S.-Iran diplomatic efforts continue to face uncertainty. Recent reports show that stalled talks and persistent concerns around regional supply have kept a significant geopolitical risk premium in crude prices.
And this is where the story becomes bigger than oil.
When Brent moves above $100, the market immediately has to reconsider the inflation equation.
Energy is one of the fastest channels through which geopolitical stress can reach the global ec
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#US30-YearTreasuryYieldHits5.595%,HighestSince2002
A number like 5.595% deserves more attention than a normal market headline.
The U.S. 30-year Treasury yield has climbed to 5.595%, reaching its highest level since 2002.
At first glance, this may look like a bond-market story.
It is not.
A move this large in long-term Treasury yields can ripple through almost every major financial market because U.S. government bonds sit at the center of global pricing for money, risk and capital.
And when the world's benchmark long-term borrowing rate moves higher, investors across the market have to reasses
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#MicronReportQ4Earnings
Micron is back in the spotlight, and this earnings report is about much more than one semiconductor company.
The real story is memory.
For years, memory chips were treated as one of the more cyclical corners of the semiconductor industry. Demand rises, supply catches up, prices fall, inventories build, and the cycle starts again.
AI is changing that equation.
Today's data centers need enormous amounts of memory alongside their computing power. High-performance AI accelerators can be extremely powerful, but they still depend on memory and bandwidth to move the huge volu
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#ETHEarningsUpTo5%BonusAPR
ETH is not only a market asset to watch when the chart is moving.
For holders, the bigger question is what that ETH can do while it remains in the portfolio.
That is where the latest “up to 5% bonus APR” opportunity becomes interesting.
The headline is simple.
ETH holdings can potentially generate additional yield instead of sitting completely idle.
But the important word here is “up to.”
A promotional APR should never be interpreted as a guaranteed return for every participant. The actual benefit can depend on the campaign rules, eligible users, amount limits, part
ETH+0.31%
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#AnthropicDiscloses$84.5BComputeDealWithSpaceX
This is not just another big AI headline.
Anthropic's latest disclosure gives us a much clearer picture of just how expensive the race for artificial intelligence infrastructure is becoming.
According to reporting based on Anthropic's confidential IPO prospectus, the company has agreements with SpaceX worth up to $84.5 billion for access to Nvidia-based computing capacity through 2029.
And the number itself is only the beginning of the story.
The important question is:
Why does an AI company need this much compute?
Because the AI race is increasi
SPCX+1.11%
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#ThreeLaunchpoThreeLaunchpoolsLiveSimultaneously,ShareMillionsInAirdropsolsLiveSimultaneously,
Three Launchpools going live at the same time changes the usual launchpad experience.
Instead of watching one opportunity and waiting for the next, users suddenly have multiple pools competing for attention — with millions in airdrop rewards sitting across the ecosystem.
And this is where the interesting part begins.
A Launchpool is not simply about chasing a token before everyone else.
It is about understanding how the reward mechanism works, what assets are required, how participation is structure
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#MarvellJumps4.5%
Marvell Technology is back on the radar after a sharp move higher, with the stock jumping 4.5% in the latest session.
But a move like this is worth looking at beyond the percentage itself.
Marvell sits directly in one of the most closely watched areas of the technology market: the infrastructure behind artificial intelligence and accelerated computing.
AI headlines often focus on the biggest chip names.
But the real buildout requires much more than a single processor.
It needs networking.
It needs high-speed connectivity.
It needs data movement.
It needs specialized silicon.
MRVL+0.35%
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#CorePCEandGDPFinalReading
Here we go. The data is finally out, and honestly, this is one of those releases where the headline numbers are not enough.
The U.S. has just delivered two important pieces of information at the same time: the August PCE inflation report and the final reading for second-quarter GDP.
The first thing that immediately stands out is that inflation did not suddenly disappear.
Headline PCE rose 0.3% month-over-month in August and 3.4% year-over-year. Core PCE, which excludes food and energy, increased 0.2% month-over-month and 3.0% from a year earlier. Both monthly and an
BTC-0.02%
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#OneGateWitnessProgram
The next phase of crypto will not be defined by price charts alone.
It will be defined by how easily digital assets can move from being something users simply hold or trade into something they can actually use across a connected financial ecosystem.
That is where the One Gate Witness Program becomes worth watching.
The idea goes beyond another campaign name or another trading promotion. At its core, it points toward a broader question for the crypto industry:
What does a truly connected digital-asset experience look like?
For years, crypto users have moved between diffe
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#OpenAIAnnualRecurringRevenueNears$70B
is becoming another major milestone for the AI industry, highlighting how quickly demand for generative AI is translating into commercial revenue.
OpenAI’s annualized revenue run rate is approaching $70 billion, according to sources cited by Reuters and Axios. The reported run rate has increased by more than 70% since the beginning of Q3, while enterprise sales have more than doubled since July.
The scale of that acceleration is significant because enterprise adoption is becoming one of the most important battlegrounds in artificial intelligence. Compan
discovery
#OpenAIAnnualRecurringRevenueNears$70B
is becoming another major milestone for the AI industry, highlighting how quickly demand for generative AI is translating into commercial revenue.
OpenAI’s annualized revenue run rate is approaching $70 billion, according to sources cited by Reuters and Axios. The reported run rate has increased by more than 70% since the beginning of Q3, while enterprise sales have more than doubled since July.
The scale of that acceleration is significant because enterprise adoption is becoming one of the most important battlegrounds in artificial intelligence. Companies are increasingly using AI for software development, customer support, research, data analysis, automation, productivity and other business workflows. OpenAI’s reported increase in business revenue suggests that AI is continuing to move from experimentation toward broader commercial deployment.
Consumer demand is also playing a major role. According to the source cited by Reuters, OpenAI generated more consumer revenue during Q3 than it generated during the entirety of the previous year. That provides another indication of how quickly usage and monetization are expanding across both individual and business customers.
But there is an important distinction between annualized revenue run rate and actual annual revenue.
A run rate is an extrapolation of current revenue performance over a full year. It does not mean OpenAI has already collected $70 billion in revenue during 2026. Reuters specifically noted that this metric can sometimes be misleading because it may be calculated by annualizing a shorter period of sales.
That distinction becomes particularly important when evaluating a company operating in an exceptionally fast-growing industry.
OpenAI is simultaneously expanding revenue and investing heavily in computing infrastructure. Advanced AI models require enormous amounts of GPUs, high-bandwidth memory, networking equipment, data-center capacity and electricity. As model usage increases, infrastructure requirements can increase alongside revenue.
This creates one of the biggest questions surrounding the AI business model:
How much revenue can AI companies generate relative to the enormous cost of operating and scaling AI infrastructure?
Rapid revenue growth is an important part of the equation, but profitability and cash generation ultimately depend on costs as well.
The OpenAI figure is also significant for the wider technology ecosystem because OpenAI relies on a huge network of infrastructure and technology partners. Oracle, for example, is a major computing partner, and Reuters reported that Oracle shares rose 5.3% following the news. Analyst Gil Luria said OpenAI represents around half of Oracle’s compute backlog, illustrating how closely the financial performance of AI model companies can be connected to data-center and cloud infrastructure providers.
This creates a broader AI investment chain.
AI models → cloud computing → GPUs → memory → networking → data centers → electricity
When demand for AI applications increases, the effects can spread across that entire ecosystem.
That is why OpenAI’s reported revenue acceleration matters beyond the company itself. Investors are increasingly watching AI model companies as indicators of whether the massive spending on AI infrastructure is translating into real commercial demand.
Competition is also intensifying.
OpenAI is competing with companies such as Anthropic and other major AI providers for enterprise customers, developers and consumer usage. The Information reported that OpenAI’s annualized revenue pace was nearing $70 billion after growing around 70% from the beginning of Q3, while Anthropic’s annualized pace had reportedly passed $65 billion in July.
The competitive environment means pricing, model performance, developer adoption and enterprise integration will remain critical.
OpenAI has also been reducing model prices in recent months, according to The Information, while improvements in model efficiency and growing interest in coding products such as Codex have contributed to its commercial momentum.
Lower prices can potentially expand the addressable market by making AI tools more affordable for businesses and developers, but they can also put pressure on revenue per unit of usage. The long-term economics therefore depend on whether growing usage can outpace reductions in pricing and increases in infrastructure costs.
This is where the next stage of the AI cycle becomes especially interesting.
The first phase of generative AI focused heavily on model development and user adoption. The next phase is increasingly about monetization: turning AI usage into recurring enterprise contracts, subscriptions, developer revenue and embedded business workflows.
OpenAI’s reported numbers suggest that this commercialization phase is accelerating.
Enterprise growth is particularly important because business customers can generate recurring revenue through software subscriptions, API consumption and large-scale deployments. Once AI becomes integrated into internal systems, coding environments, customer-service operations or data workflows, usage can become much more deeply embedded in a company's operations.
That creates potential for recurring demand, although the durability of that demand still needs to be demonstrated over time.
The upcoming financial disclosures from major AI companies could provide the market with more information about this relationship between revenue growth and spending.
Both OpenAI and Anthropic are preparing for potential public-market activity, which could eventually provide investors with significantly more visibility into their revenue, expenses, capital requirements and cash flows.
Until then, private-company revenue figures should be treated as reported estimates rather than the same type of audited financial disclosure available from public companies.
For investors following the AI sector, several metrics will therefore remain important:
Revenue growth — Is commercial demand continuing to accelerate?
Enterprise adoption — Are businesses increasing spending on AI?
Consumer monetization — Can large user bases translate into sustainable recurring revenue?
Model pricing — Are lower prices expanding usage fast enough to offset lower revenue per unit?
Compute costs — How much infrastructure spending is required to support each additional dollar of revenue?
Gross margins and cash flow — Can revenue growth eventually translate into stronger financial efficiency?
Competition — How will OpenAI, Anthropic, Google and other AI providers compete for enterprise and developer demand?
These questions will determine how the market interprets the headline $70 billion figure.
The reported number is nevertheless a remarkable indication of the speed at which the AI economy is developing.
Only a few years ago, generative AI was primarily discussed as an emerging technology. Today, AI companies are building massive recurring-revenue businesses while simultaneously driving demand for billions of dollars of computing infrastructure.
That creates a feedback loop across the technology sector.
More users create more AI workloads.
More workloads require more compute.
More compute requires more chips, memory, networking and data centers.
And greater infrastructure capacity allows AI companies to serve even more customers.
The sustainability of that cycle will be one of the defining questions for the technology market over the coming years.
For now, #OpenAIAnnualRecurringRevenueNears$70B provides another important data point showing that commercial demand for AI is expanding at extraordinary speed.
The headline is impressive, but the deeper story is even more important: AI is increasingly becoming a large-scale commercial infrastructure industry, not simply a software trend.
The next phase will be about proving how efficiently that enormous demand can be converted into durable revenue, sustainable margins and long-term business value.
#OpenAIAnnualRecurringRevenueNears$70B #OpenAI #AI
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#BrentTops$106USTalksStall
🔥 What are we talking about today? Gate Square’s trending topics have been updated!
🔹 U.S. core PCE and the final Q2 GDP reading will be released tonight! Will inflation and growth signals reshape rate-cut expectations?
🔹 Micron’s earnings report is due after market close tonight, with HBM4 and its 2027 outlook in focus. Can the AI memory rally continue?
🔹 $MRVL rises 4.5%, with AI hardware stocks broadly strengthening! Are funds continuing to spread from chips to optical modules and data centers?
🔹 U.S.-Iran talks have reached an impasse, while Brent rises ab
discovery
🔥 What are we talking about today? Gate Square’s trending topics have been updated!
🔹 U.S. core PCE and the final Q2 GDP reading will be released tonight! Will inflation and growth signals reshape rate-cut expectations?
🔹 Micron’s earnings report is due after market close tonight, with HBM4 and its 2027 outlook in focus. Can the AI memory rally continue?
🔹 $MRVL rises 4.5%, with AI hardware stocks broadly strengthening! Are funds continuing to spread from chips to optical modules and data centers?
🔹 U.S.-Iran talks have reached an impasse, while Brent rises above $106! With oil prices returning to elevated levels, could inflationary pressure rise again?
Post with trending topics to receive traffic support and featured recommendations for high-quality content, and participate in content mining rewards.
💰 Data, earnings, AI, and geopolitics are all moving—if you have a view, come join the discussion:
https://www.gate.com/post/topic$BTC ‌$SOL ‌
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#US30-YearTreasuryYieldHits5.595%,HighestSince2002
#美联储称国债市场运作正常 Dollar hovers at a three-month low: Kashkari says the Treasury market is “fine,” but the market remains “sceptical”
On Monday (August 24) during Asian trading hours, the U.S. Dollar Index fluctuated at low levels, currently trading near 98.80 and hovering around its lowest level since mid-May.
As the dollar hovers at a three-month low, Federal Reserve officials’ assessment of the Treasury market has become a key market focus.
Minneapolis Fed President Kashkari said Sunday (August 23) that the recent rise in Treasury yields refle
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#美联储称国债市场运作正常 Dollar hovers at a three-month low: Kashkari says the Treasury market is “fine,” but the market remains “sceptical”
On Monday (August 24) during Asian trading hours, the U.S. Dollar Index fluctuated at low levels, currently trading near 98.80 and hovering around its lowest level since mid-May.
As the dollar hovers at a three-month low, Federal Reserve officials’ assessment of the Treasury market has become a key market focus.
Minneapolis Fed President Kashkari said Sunday (August 23) that the recent rise in Treasury yields reflects well-functioning markets and ample liquidity, rather than policy concerns. His remarks played down claims that a surge in long-term yields could trigger market dysfunction. The 10-year Treasury yield closed last week near 4.73%, while the 30-year yield approached its highest level since 2007.
Kashkari reiterated his concerns about inflation but did not commit to pushing for a rate hike at the September meeting, keeping the outcome a “genuine suspense.”
Market attention is now turning to new Fed Chair Warsh’s speech in Jackson Hole on Friday, which may be viewed as a more significant policy signal than remarks made over the weekend by any regional Fed president.
Kashkari: Rising yields reflect well-functioning markets, not policy concerns
Minneapolis Fed President Kashkari said Sunday that the recent rise in Treasury yields is unlikely to affect the Federal Reserve’s monetary policy deliberations.
He said all signs indicate that the Treasury market is operating normally, with trading proceeding smoothly and liquidity remaining ample, allowing policymakers to focus on the federal funds rate as the primary tool for bringing inflation back to target.
His remarks came as yields rose across the curve last week—the 10-year Treasury yield closed near 4.73%, while the 30-year yield approached its highest level since 2007.
Kashkari acknowledged that yields are high relative to recent history, but noted that yields were higher in the 1990s, characterizing current levels as “high but not historically extreme.”
Inflation concerns persist, but no commitment to a September rate hike
Kashkari’s remarks came on the eve of the Fed’s September policy meeting, and his wording prompted close market scrutiny. Officials held rates unchanged for the fifth consecutive time in July, with Kashkari one of three dissenters who supported a 25-basis-point rate hike on the grounds that the ongoing risk of inflation had not been eliminated.
In Sunday’s speech, he again emphasized his concerns about inflation, explicitly saying that he currently has “no confidence” that inflation will return to the 2% target in the short term. The remarks continued his previously hawkish stance but did not translate into a clear commitment ahead of the next meeting.
He said more economic data is needed before the September meeting, including the latest readings on employment, consumption, and prices, and therefore declined to prejudge whether he would dissent again or push for a rate hike. This wait-and-see stance reflects the increasingly complex trade-off within the Fed between persistent inflation and slowing economic growth. While Kashkari maintained that inflation risks remain, he also acknowledged that the policy path is highly data-dependent rather than predetermined.
The market interpreted this to mean that even though some officials remain alert to price pressures, the hurdle for another rate hike in the short term has risen significantly. By reiterating concerns while refusing to prejudge the outcome, Kashkari kept the September meeting’s policy options open and forced investors to continue monitoring how subsequent data will actually affect the rate path.
Can Kashkari’s “reassurance” stabilize the dollar?
Kashkari’s “reassuring” remarks on the Treasury market had a complex impact on the Dollar Index, presenting a mixed picture of bullish and bearish factors. On the one hand, he played down concerns that the surge in long-term yields indicated market dysfunction, saying that the Treasury market is functioning normally and has ample liquidity. This somewhat eased panic over a “crisis of confidence” in Treasuries.
The Dollar Index closed last week near 98.80, hovering around its lowest level since mid-May. The signal that the Treasury market is functioning normally may provide some downside support for the dollar—at least preventing a larger-scale sell-off triggered by Treasury market dysfunction.
On the other hand, Kashkari reiterated his inflation concerns without committing to a September rate hike, leaving the Fed’s policy path uncertain. This is a “double-edged sword” for the dollar: no rate hike means its interest-rate differential advantage is unlikely to widen further, leaving the dollar without upward momentum; but if inflation continues to exceed expectations, the market may reprice the probability of a rate hike, thereby supporting the dollar.
Market focus shifts to Warsh’s Jackson Hole speech
This week, the market is rapidly shifting its attention from Kashkari’s weekend remarks to new Fed Chair Warsh.
He will deliver a keynote speech at the annual symposium in Jackson Hole, Wyoming, on Friday, an event long regarded as an important window into the policy outlook.
Compared with Kashkari’s personal views, Warsh’s remarks as the new chair clearly carry greater weight for the policy outlook, and the market expects his wording could directly influence pricing for the September meeting and beyond.
The current path of Treasury yields and the inflation trajectory remain the two core variables. Their interaction is turning the September meeting from a routine discussion in form into a genuine decision point.
If Warsh emphasizes in his speech that inflation risks still warrant vigilance and suggests that policy needs to remain restrictive, the market may reprice the probability of a rate hike or rates remaining high for longer. Conversely, if he focuses more on balancing economic growth and employment, it could reinforce earlier pricing of rate-cut expectations.
Jackson Hole speeches have traditionally carried strong signaling value. Particularly at the start of a new chair’s tenure, his remarks will be viewed as an initial indication of the future policy framework.
Summary
Kashkari’s remarks Sunday played down concerns over the surge in long-term yields, saying that the Treasury market is functioning well and has ample liquidity. The 10-year Treasury yield closed near 4.73%, while the 30-year yield approached its highest level since 2007. He reiterated concerns about inflation but did not commit to a September rate hike, keeping the meeting outcome uncertain. ‌The market is now turning to Warsh’s Jackson Hole speech on Friday, which could be a more significant policy signal than remarks from any regional Fed president. The paths of yields and inflation remain unresolved, making the September meeting a genuine decision point.$US500 ‌
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#MicronReportQ4Earnings
MICRON ( $MU /USDT) BULLISH SHOCKWAVE LIQUIDITY SWEEP FLUSH IGNITES EXPLOSIVE SURGE TOWARD $1,100+
Pair: $MU USDT
Direction: LONG 🟢
Entry Zone: 1,050.00 – 1,070.22
Take-Profit Targets
TP 1: 1,085.00 +1.38%
TP 2: 1,095.00 +2.32%
TP 3: 1,105.00 +3.25%
TP 4: 1,120.00 +4.65%
Stop-Loss
SL: 1,033.00
Market Breakdown
Trend & Structure: High-conviction reversal long setup on the 1H timeframe. Price executed a deep liquidity sweep down to the 1,033.09 support floor (24h Low), flushing weak long positions before aggressive buyers stepped in with high volume to launch a m
CEO_CRYPTO25
MICRON ( $MU /USDT) BULLISH SHOCKWAVE LIQUIDITY SWEEP FLUSH IGNITES EXPLOSIVE SURGE TOWARD $1,100+
Pair: $MU USDT
Direction: LONG 🟢
Entry Zone: 1,050.00 – 1,070.22
Take-Profit Targets
TP 1: 1,085.00 +1.38%
TP 2: 1,095.00 +2.32%
TP 3: 1,105.00 +3.25%
TP 4: 1,120.00 +4.65%
Stop-Loss
SL: 1,033.00
Market Breakdown
Trend & Structure: High-conviction reversal long setup on the 1H timeframe. Price executed a deep liquidity sweep down to the 1,033.09 support floor (24h Low), flushing weak long positions before aggressive buyers stepped in with high volume to launch a massive vertical engulfing candle.
Support & Resistance Confluence: The double-bottom rejection near 1,033.00 created a powerful launchpad. Price is currently slicing through mid-range resistance around 1,065.00–1,070.00, clearing the path for an immediate retest of the 1,085.09 local high and a push toward 1,100.00+.
Volume & Order Book Momentum: The volume histogram shows a sharp bullish expansion spike (163.92K+ volume burst), confirming institutional accumulation during the breakdown bounce. Order book depth shows strong buyer bias at 79.89\% long ratio against 20.11\% shorts.
$MU ‌#ETHEarningsUpTo5%BonusAPR
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MU-0.36%
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#ETHEarningsUpTo5%BonusAPR
💰 Even if you simply hold ETH, you can still earn some extra yield
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💰 Even if you simply hold ETH, you can still earn some extra yield
Gate Earn's ETH savings promotion is now live:
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🎁 Make a net deposit of ≥3 ETH to receive an additional 10 USDT futures bonus, limited to the first 1,000 participants
If you have ETH, how do you usually manage it?
Continue holding, put it into an earn product, or wait for the market to move before trading? 👀
👇 Post your ETH allocation strategy with the hashtag #ETH理财享5%加息年化
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ETH+0.31%
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#AnthropicDiscloses$84.5BComputeDealWithSpaceX
#Anthropic与SpaceX签署845亿美元算力协议 Spending $84.5 billion to lock in computing power! Anthropic bets on AI foundational infrastructure as the computing power race heats up
Anthropic’s IPO filing has revealed a computing power lease agreement with SpaceX worth up to $84.5 billion, with the agreement running through 2029. The company behind the Claude large language model is expected to invest at least $518 billion in AI infrastructure over the next decade. The computing power arms race is intensifying, with HBM memory prices expected to rise.
The compe
discovery
#Anthropic与SpaceX签署845亿美元算力协议 Spending $84.5 billion to lock in computing power! Anthropic bets on AI foundational infrastructure as the computing power race heats up
Anthropic’s IPO filing has revealed a computing power lease agreement with SpaceX worth up to $84.5 billion, with the agreement running through 2029. The company behind the Claude large language model is expected to invest at least $518 billion in AI infrastructure over the next decade. The computing power arms race is intensifying, with HBM memory prices expected to rise.
The competition in the AI industry appears on the surface to be a contest between model capabilities and product experiences, but at its foundation lies a never-ending battle for computing power.
Anthropic’s latest IPO filing has dropped a bombshell: the company has signed a computing power lease agreement with SpaceX worth up to $84.5 billion, with the agreement remaining in effect through 2029.
Reuters reported, citing the prospectus, that this ultra-expensive computing power contract is far above the $45 billion previously estimated by the market. The filing also shows that Anthropic’s total investment in AI infrastructure over the next decade is expected to be no less than $518 billion.
These astonishing figures offer a direct view of the massive investment that leading large-model companies are making in computing resources.
What exactly is being purchased in this $84.5 billion computing power deal?
The agreement is essentially a lease of computing resources: Anthropic will lease NVIDIA GPU clusters at data centers owned by SpaceX for Claude-series large-model training, inference, and AI agent operations.
The agreement includes a flexible provision under which either party can terminate the partnership by giving 90 days’ advance notice.

Why doesn’t Anthropic build its own data centers and instead choose to lease computing power from SpaceX?
Building an ultra-large-scale computing cluster from scratch involves land, power supply, data center construction, and hardware procurement, making the process lengthy and financially demanding. Computing power leasing enables rapid access to massive GPU resources and quick expansion to match the explosive growth of large-model businesses. Amid highly volatile AI demand, flexible leasing can mitigate the risk of idle hardware.
However, this model also has drawbacks. The total cost of long-term leasing can ultimately far exceed that of building independently; control over computing resources is not in the company’s own hands, and any change in the partnership could directly affect the stability of model services. Leading companies are increasingly building their own facilities while also leasing extensively from external providers, making hybrid deployment the industry’s mainstream approach. 📌 📈 Expectations of higher HBM memory prices bring changes to the hardware supply chainThe computing power arms race continues to heat up, directly driving demand for upstream hardware. TrendForce predicts that the average price of HBM high-bandwidth memory will rise substantially in 2027. HBM is a core supporting component of GPUs, and both large-model training and concurrent inference by AI agents depend heavily on it. Major large-model companies are rushing to buy computing power, while GPU and HBM supply remains tight relative to demand. In the past, everyone focused on the software capabilities of large models; now, more and more people realize that without sufficient and stable computing power, even the best model algorithms cannot be deployed and operated. Computing power has become a strategic factor of production for AI companies. 📌 ⚖️ Computing power arms race: advantages and concerns coexistMassive investment in computing power brings highly visible benefits. Sufficient computing power can support models with larger parameter counts and longer context windows, while running large numbers of AI agents in parallel and accelerating model iteration. The stronger a company’s computing power reserves, the more room it has to continuously refine model capabilities and respond quickly to market demand.
However, massive computing power investment also creates hidden risks for the industry. Sky-high hardware costs raise the barrier to entry, while resources continue to concentrate among a small number of leading companies. Once commercialization revenue falls short of expectations, companies will face enormous financial pressure after large amounts of capital are spent on hardware procurement. At the same time, the electricity consumption and carbon emissions of operating large-scale GPU clusters are challenges that the global AI industry must address together.
Industry status and future development direction
Today, leading AI companies worldwide are securing computing power resources through multiple channels.
Anthropic’s list of partners includes multiple computing power providers, such as SpaceX, Google, Amazon, and Microsoft, reducing the risk of relying on a single provider.
The future computing power market will become more diversified, with multiple models coexisting, including self-built data centers, leasing from cloud providers, and third-party computing power services. Computing power will not expand indefinitely. In the long term, the industry cannot rely solely on piling up hardware to improve AI capabilities. Model lightweighting, inference optimization, and sparsification technologies can reduce computing power consumption. The simultaneous evolution of hardware and algorithms is the path to healthy development.
Computing power is the foundation, but the ultimate value of AI still depends on whether real-world applications can create genuine value.
Some say that AI competition is fundamentally a competition for computing power, while others believe algorithms and application scenarios are the core. Which view do you agree with more? Feel free to share your thoughts in the comments. $SPCX ‌
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#ThreeLaunchpoThreeLaunchpoolsLiveSimultaneously,ShareMillionsInAirdropsolsLiveSimultaneously,
#三大Launchpool同步进行瓜分百万空投
Gate users can earn rewards through Gate Launchpool by staking assets (such as BTC, ETH, USDT, or native project tokens) to generate daily yields or airdrop rewards.
FOLD 2,029,221 FOLD Native Pool (Staking FOLD) ~590.76% – 593.86%
LAPTOP 1,289,608 LAPTOP Native Pool (Staking LAPTOP) ~251.70% – 263.05%
XAUT 34 XAUT Stable/Committed Pools (USDT / XAUT) ~3.41% – 13.11%
Important Points to Know Before Participating
1. Why is the APR so high?
* The APR rates mentioned in the
Jiaa_Insights
#三大Launchpool同步进行瓜分百万空投
Gate users can earn rewards through Gate Launchpool by staking assets (such as BTC, ETH, USDT, or native project tokens) to generate daily yields or airdrop rewards.
FOLD 2,029,221 FOLD Native Pool (Staking FOLD) ~590.76% – 593.86%
LAPTOP 1,289,608 LAPTOP Native Pool (Staking LAPTOP) ~251.70% – 263.05%
XAUT 34 XAUT Stable/Committed Pools (USDT / XAUT) ~3.41% – 13.11%
Important Points to Know Before Participating
1. Why is the APR so high?
* The APR rates mentioned in the header (590.76% for FOLD, 263.05% for LAPTOP) apply almost exclusively to native token pools (staking FOLD to earn FOLD, or staking LAPTOP to earn LAPTOP).
* Multi-token pools (staking major assets like BTC or ETH to earn these tokens) offer much lower APR rates (typically around 2.4% – 3.9% APR).
2. Dilution and Dynamic Rates:
* The high APR figures seen in the early stages of the Launchpool are calculated based on the total amount staked at that moment. As more users join and the total staked capital grows, the real-time annual yield drops rapidly.
3. Asset Volatility and Impermanent Loss Risk:
* Holding and staking highly volatile new project tokens (such as FOLD or LAPTOP) to take advantage of high local APR rates exposes you to the risk of a decline in the token's price. If the rate at which your returns accumulate lags behind the token's depreciation, you may face a net loss.
$FOLD ‌$LAPTOP ‌$XAUT ‌
BTC-0.02%
ETH+0.31%
FOLD+3.46%
LAPTOP+1.53%
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#MarvellJumps4.5%
$MRVL ‌
Marvell Technology (NASDAQ: MRVL) delivered a strong rebound, closing September 29 at $263.27, up 4.51% on the day. The stock opened around $258.55, traded between $256.88 and $264.40, and volume was about 15.7 million shares.
Past Week Performance
The last week shows a volatile but strongly higher structure:
• Sep 29: $263.27, +4.51%
• Sep 28: $251.90, -3.83%
• Sep 25: $261.94, +1.15%
• Sep 24: $258.95, -0.75%
• Sep 23: $260.90, -0.56%
• Sep 22: $262.36, +1.94%
• Sep 21: $257.38, +5.38%
From the September 21 close of $257.38 to September 29's $263.27, MRVL gained a
Jiaa_Insights
#MarvellJumps4.5%
$MRVL ‌
Marvell Technology (NASDAQ: MRVL) delivered a strong rebound, closing September 29 at $263.27, up 4.51% on the day. The stock opened around $258.55, traded between $256.88 and $264.40, and volume was about 15.7 million shares.
Past Week Performance
The last week shows a volatile but strongly higher structure:
• Sep 29: $263.27, +4.51%
• Sep 28: $251.90, -3.83%
• Sep 25: $261.94, +1.15%
• Sep 24: $258.95, -0.75%
• Sep 23: $260.90, -0.56%
• Sep 22: $262.36, +1.94%
• Sep 21: $257.38, +5.38%
From the September 21 close of $257.38 to September 29's $263.27, MRVL gained about 2.3%, despite the sharp pullback on September 28. More importantly, the stock remains substantially above the $244.25 September 18 close.
The Bigger 2-Week Move
MRVL's momentum has been much stronger over the broader September move. The stock closed at $218.82 on September 14 and reached $263.27 by September 29, representing roughly a 20.3% increase in just over two weeks.
That means today's 4.5% jump is part of a much larger semiconductor and AI-infrastructure rally rather than an isolated one-day move.
What Is Driving Marvell?
A major theme behind MRVL is the company's exposure to AI data-center infrastructure, custom silicon, optical connectivity, switching and memory solutions.
Marvell said in September that it was showcasing connectivity and memory technologies designed for AI infrastructure, including PCIe 6.0 switching, CXL memory solutions, optical connectivity and high-speed storage technologies.
Recent market coverage has also highlighted Marvell's growing exposure to AI data centers and custom silicon. One recent report noted that data-center revenue now represents roughly 75% of Marvell's revenue, compared with about 40% in fiscal 2024.
Recent Fundamental Momentum
Marvell's fiscal 2027 outlook has become an important part of the stock story. Zacks reported that the company expected approximately 40% fiscal-2027 revenue growth, supported by data-center and AI demand.
At the same time, investors should keep valuation and competition in focus. Marvell competes in areas including custom silicon and connectivity with companies such as Broadcom, AMD and Astera Labs, while semiconductor stocks remain sensitive to changes in AI-capex expectations.
Important Price Levels
$264–$267: Immediate resistance zone. The September 29 high was around $264.40, while September 25 reached $267.48.
$260–$263: Current pivot area after the latest recovery.
$251–$258: Important short-term support zone. The September 28 close was $251.90, while September 21 closed at $257.38.
$245: Major nearby support, close to the September 18 close of $244.25 and September 21 intraday low of $244.99.
What I’m Watching Next
The key question after a 4.5% daily jump is whether MRVL can hold the recovery rather than immediately give back the move.
If the stock can maintain the $260–$263 area and challenge $264–$267, traders will be watching whether volume expands and price establishes a new high.
On the other hand, a rejection near $264–$267 followed by a break below $251–$258 would show that sellers are still active and could bring the recent support zones back into focus.
For me, the biggest story is the combination of AI infrastructure demand + custom silicon + optical connectivity + strong recent price momentum. But after such a large September move, volatility and valuation remain important risks.
MRVL latest reference: $263.27, +4.51%, September 29 close. The stock's September 29 intraday range was approximately $256.88–$264.40, with about 15.7M shares traded.
The next technical battle is around $264–$267: can Marvell break and hold that zone, or will the recent rally face another pullback?
MRVL-0.05%
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#CorePCEandGDPFinalReading
Can PCE and nonfarm payrolls change the US Treasury market landscape? Something to look forward to!
XiuHu_charts
Tonight’s PCE release: a brief discussion of U.S. Treasuries, oil prices, U.S.-Iran relations, and inflation!
Can PCE and nonfarm payrolls change the US Treasury market landscape? Something to look forward to!
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#OneGateWitnessProgram
Gate Connects With Its Global Community
Gate has launched the One Gate Witness Program, running from September 30 to October 15, 2026, ahead of TOKEN2049 Singapore. The initiative invites verified Gate users to participate in themed sharing activities built around the message “Hold Freely, Pay Anywhere, Trade Anytime.”
Participants who complete the designated sharing tasks through eligible channels can receive rewards automatically credited to their Gate Coupon Center.
The program highlights Gate’s focus on community participation and global user engagement while creatin
discovery
🚀 #OneGateWitnessProgram | Gate Connects With Its Global Community
Gate has launched the One Gate Witness Program, running from September 30 to October 15, 2026, ahead of TOKEN2049 Singapore. The initiative invites verified Gate users to participate in themed sharing activities built around the message “Hold Freely, Pay Anywhere, Trade Anytime.”
Participants who complete the designated sharing tasks through eligible channels can receive rewards automatically credited to their Gate Coupon Center.
The program highlights Gate’s focus on community participation and global user engagement while creating additional opportunities for users to interact with the platform and its ecosystem.
🔹 Program: One Gate Witness Program
🔹 Period: Sept. 30 – Oct. 15, 2026
🔹 Eligibility: Verified Gate users
🔹 Rewards: Gate Coupon Center
🔹 Theme: Hold Freely • Pay Anywhere • Trade Anytime
#Gate #OneGateWitnessProgram #TOKEN2049 #Blockchain
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