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Microsoft Turns to Architect of Its Cloud Revolution as Nadella Prepares a Full Reboot for the AI Era

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Microsoft is gearing up for what CEO Satya Nadella sees as a once-in-a-generation transformation, and he is bringing back one of the company’s most influential strategists to help drive it.

Nadella has tapped Rolf Harms, the economist and strategist behind Microsoft’s pivotal “Economics of the Cloud” paper in 2010, to serve as his advisor on AI economics, a role that signals how sweeping the company’s shift toward artificial intelligence could be.

In a memo circulated to senior executives earlier this month, Nadella said Microsoft must “rapidly rethink the new economics of AI across the company — just as we once did with the cloud,” describing the moment as a fundamental platform shift. He emphasized that Microsoft is building a modern “AI factory,” with Copilots and autonomous agents sitting on top of massive investments in compute, data centers, and model infrastructure.

Harms’ return to the center of Microsoft’s strategic planning is steeped in history. Fourteen years ago, he coauthored “Economics of the Cloud,” a white paper that forced Microsoft to confront the financial realities of a future dominated by hyperscale computing. At the time, Harms was a director of corporate strategy, and the paper challenged internal assumptions so aggressively that employees complained he had dropped “bombshells” into their organizations. Nadella recalled in the memo that Harms’ response was simple: “They’re already there, I’m just helping you find them.”

That document ultimately became foundational to Microsoft’s cloud computing dominance. It justified early investments in global data centers, offered a quantitative roadmap of how cloud adoption would evolve, and made the case that customers would eventually embrace large-scale cloud services for cost savings and operational efficiency. Its arguments cleared internal resistance and helped set the stage for Azure’s rise.

The parallels with today’s AI moment are hard to miss. Companies across the tech sector have embarked on massive spending sprees to secure advanced chips, build new data centers, and train increasingly powerful models — even as analysts question whether the economics make sense. Microsoft briefly slowed its AI infrastructure spending earlier this year, a move that heightened concerns about demand and profitability. In recent months, however, it has accelerated its commitments again, signing expansive new agreements with OpenAI and Anthropic.

Nadella’s memo to executives made clear that Microsoft cannot treat AI as an add-on or incremental upgrade. He wrote that AI represents a shift that is “much more capital and knowledge intensive” than the cloud transition. Harms’ new role will involve working directly with Nadella and the company’s most senior leaders to reexamine everything from infrastructure scaling and platform economics to how applications should be designed and monetized in an AI-first world.

Harms has remained important inside Microsoft’s hierarchy. He is now a corporate vice president in the Cloud + AI group led by Scott Guthrie, and he will continue reporting to Guthrie while taking on his expanded mandate. Business Insider previously profiled Harms as one of the quiet power players behind Microsoft’s AI strategy, tracing his influence from the cloud era into the company’s next frontier.

Nadella said Harms will help Microsoft understand not only how existing businesses will be transformed by AI, but also which entirely new product categories might emerge. The goal is to avoid repeating early mistakes from the cloud era and ensure the company has a clear, data-driven blueprint for the enormous financial and structural commitments that AI now demands.

If the cloud revolution redefined Microsoft once, the company now appears to be preparing for a second reinvention — with the same strategist helping guide the way.

Adobe to Acquire Semrush for $1.9bn in Strategic Move to Expand AI Marketing and Analytics Tools

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Adobe announced on Wednesday that it will acquire digital marketing software platform Semrush for $1.9 billion, a deal that reflects the company’s ambition to deepen its presence in AI-powered marketing solutions.

Adobe will pay $12 per share in cash, representing a premium of approximately 77.5% over Semrush’s last closing price, sending Semrush shares soaring 74% to $11.79.

Semrush, a platform renowned for its AI-driven tools supporting search engine optimization, social media management, and digital advertising, provides actionable insights that help companies better understand how their brands are perceived online. Adobe aims to integrate Semrush’s technology into its suite of products to enhance marketers’ capabilities, allowing them to leverage data from websites and generative AI platforms such as ChatGPT and Google’s Gemini. The acquisition is expected to close in the first half of 2026.

“The price is steep as Semrush isn’t a massive revenue engine on its own, so Adobe is likely paying for strategic value. The payoff could be high too if Adobe can quickly turn Semrush’s data into monetizable AI products,” said Grace Harmon, analyst at eMarketer.

Adobe’s portfolio of products, including Photoshop, InDesign, Acrobat, and Illustrator, has long been a staple for creative professionals, enterprises, and students. However, investor pressure has mounted to expand monetization through AI capabilities amid growing competition in the digital design and marketing sector. Adobe’s shares have fallen more than 27% so far this year, reflecting concerns about the company’s ability to capitalize on AI-driven opportunities while maintaining growth in its Creative Cloud business.

William Blair analysts noted, “While we are positive on Adobe restarting its M&A engine given the success that it has seen with this motion over the years… this deal likely does little to answer the questions revolving around the company’s Creative Cloud business.”

This acquisition builds on Adobe’s broader AI strategy. In September, Adobe raised its annual revenue and profit forecasts, driven by strong demand for its design software. A month later, the company announced a collaboration with OpenAI that allows users to control one of its applications directly via ChatGPT. This partnership underlines Adobe’s commitment to embedding AI into its core products to enhance functionality and user experience.

Semrush is expected to strengthen Adobe’s marketing intelligence and analytics offerings, providing data-driven insights that can inform both creative and advertising strategies. The deal is particularly timely as the marketing sector increasingly adopts AI tools to optimize campaigns, analyze consumer behavior, and automate content creation.

Adobe’s move points to a broader trend among major tech companies seeking growth through AI integration. Adobe aims to deliver a more comprehensive AI-powered platform for enterprise clients by combining Semrush’s analytics capabilities with Adobe’s design and creative suite. This aligns with the wider race among tech giants to leverage artificial intelligence across multiple verticals, including marketing, creative design, and data-driven business solutions.

The acquisition underscores Adobe’s strategic shift toward AI as a key growth frontier. Adobe is expected to monetize Semrush’s data and integrate AI-driven insights across its platform, particularly in light of competitive pressures from other technology firms aggressively investing in generative AI capabilities.

This deal puts Adobe in a position to compete more robustly in marketing technology, where it is expected to combine creative tools, AI analytics, and data-driven decision-making into a single ecosystem.

Bitcoin Plunge Sparks Fear, But Coinbase UK CEO Keith Grose Calls it Short-Term Drama

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Bitcoin’s latest plunge has rattled investors, sparked red-hot debates across financial markets, and reignited fears of a deeper crypto meltdown.

The world’s largest digital asset has slipped firmly below key psychological levels after it traded as low as $88,573 last week, wiping out billions in market value and sending shockwaves through an already jittery tech ecosystem.

As of the time of writing this report, BTC has retraced slightly, trading at $92,253. Bullish sentiment for the token is 82% while the fear and greed index remains at 16, suggesting extreme fear. 

While panic spreads among investors and traders, Coinbase UK CEO Keith Grose is urging calm, insisting the sharp downturn is nothing more than “short-term drama” in a market that continues to build long-term strength behind the scenes.

Grose noted that the downturn reflects a broader shift in global risk sentiment rather than fading conviction in digital assets. He further emphasized that underlying adoption trends remain intact even as macro conditions weigh on speculative assets. “The past year has brought real progress. This period is a recalibration, not a reversal,” he said.

Sharing the same sentiment, Bitwise Chief Investment Officer Matt Hougan is also urging investors to look past Bitcoin’s sharp pullback, arguing that the cryptocurrency’s long-term value has little to do with its recent slide and everything to do with the service it provides.

Hougan dismissed concerns about a deeper downturn, saying the current drop, roughly 27.5% from Bitcoin’s October all-time high, is “short-term noise.”

According to technical analysis, Bitcoin is testing the $90K–$92K support zone for the second time, and the reaction remains weak. A clean bullish reversal above $96K would indicate a shift in short-term momentum, allowing a corrective rally toward the unfilled inefficiency at $102K.

Market intelligence platform Santiment, notes that Bitcoin whale activity could experience its highest spike in weekly transactions this year, as it tracks an increase in whale activity. It noted that it has already tracked over 102,000 whale transactions exceeding $100,000, and a further 29,000 transactions over $1 million. 

Bradley Duke, managing director and head of Bitwise Asset Management in Europe, said in an X post on Wednesday that his company has noticed that as fear and panic grip the market, whales have been buying the dip. 

“While fear and panic had afflicted many investors, the number of BTC Whales has spiked of late. Large holders are keeping a level head and buying at discount prices from panic sellers”, he said.

Despite panic amongst investors, Strategy CEO Michael Saylor in a latest post on X, whose company currently holds 649,870 BTC worth about $60 billion, urged investors to “never back down.” Saylor remains unbothered and calm. He recently said that his company could withstand an 80%-90% drawdown in their Bitcoin holdings and still function. 

Notably, Nvidia’s recent earnings have helped to buoy the price of Bitcoin, which has dropped over 10% in the past week amid a wider market rout. The chip maker reported record revenue of $57 billion for its third quarter (Q3) ended Oct. 26, up 62% from a year ago and beating Wall Street projections of $54.7 billion.

Ether (ETH) has also seen a recovery after sinking to around $2,873 on Wednesday, its first time under $2,900 since mid-July. It has climbed back above $3,000 and is down 1.9% on the day.

Also, Nvidia’s earnings beat helped lift shares across crypto companies with Coinbase (COIN), Strategy (MSTR), and Circle Internet Group (CRCL) all seeing slight bumps after finishing the trading session down.

Analysts predict that the US government reopening may spur Bitcoin bullish action potentially reversing weeks of downward pressure on the world’s largest digital asset. The shutdown has weighed heavily on risk sentiment, disrupted key economic data releases, and clouded visibility around the Federal Reserve’s next policy steps, all of which have created a challenging environment for crypto markets.

A government reopening is widely expected to restore clarity, unlock institutional activity, and reduce the macro uncertainty that has been driving investors toward safer assets. Market watchers argue that this shift in sentiment could pave the way for Bitcoin to regain bullish momentum.

Historically, Bitcoin performs better when investor confidence improves and risk appetite increases. With the U.S. economy’s administrative machinery back in motion, analysts predict that capital may begin flowing back into risk assets, including cryptocurrencies, after weeks of defensive positioning.

Future Outlook

Looking ahead, market analysts believe Bitcoin’s trajectory will largely depend on how quickly macro conditions stabilize and whether renewed liquidity returns to risk assets. The combination of improving U.S. economic clarity, increased whale accumulation, and strengthening institutional conviction suggests that the current downturn may be setting the stage for a broader recovery phase.

If Bitcoin manages to hold the critical $90K support zone and secure a decisive break above $96K, analysts anticipate a short-term rally toward the $102K inefficiency gap, with further upside potential should macro tailwinds strengthen.

Investors Pull $523m from BlackRock’s iShares Bitcoin Trust as Crypto Selloff Deepens

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Investors withdrew roughly $523 million from BlackRock’s flagship iShares Bitcoin Trust on Tuesday, marking the fund’s largest single-day redemption since its launch, according to data from Farside Investors.

The outflows come as bitcoin, a bellwether for cryptocurrency markets, slipped below $90,000 this week, its lowest level in seven months.

IBIT, the largest spot bitcoin exchange-traded fund (ETF), has attracted strong investor demand since its January 2024 debut, playing a central role in the crypto ETF boom. Peak inflows were recorded in late October, shortly after bitcoin surged to record highs, when the fund saw daily additions exceeding $600 million. Tuesday’s redemptions represent a sharp reversal, underscoring the severity of the selloff in bitcoin and the volatility in risk assets more broadly.

However, gold has remained resilient over the same period, prompting analysts to question bitcoin’s status as a hedge or alternative to traditional safe-haven assets. Some note that investors appear to be shifting allocations from bitcoin to gold amid growing caution.

“The crypto market entered a hangover in August,” said Thomas Perfumo, Kraken’s Global Economist, noting that much of the prior demand was driven by borrowed money. “Momentum seemingly peaked during the summer. But the truth is this hangover trend started months ago,” he added.

Analysts also point to profit-taking by long-term holders and increased caution among bitcoin treasury firms, which had aggressively purchased bitcoin earlier in the year. Brian Vieten, research analyst at Siebert Financial, said these treasury companies bought nearly $50 billion of bitcoin over the past year.

“Recently, many of these firms have begun trading at a discount to net asset value, which weighs on near-term market expectations for net new bitcoin purchases by these firms,” he said.

The retreat occurs amid wider investor concern about stretched valuations across asset classes. “An ongoing lack of speculative spirits is weighing on bitcoin,” said José Torres, senior economist at Interactive Brokers, highlighting the caution rippling through markets as investors reassess previously high valuations.

IBIT, which now manages over $73 billion in assets, has fallen 19% quarter-to-date, emphasizing both the fund’s exposure to the crypto market’s sharp swings and the sensitivity of even major institutional products to sudden sentiment shifts. Compared with the late October inflows, which propelled the fund to record daily gains, Tuesday’s withdrawal highlights a dramatic shift in investor behavior in just a matter of weeks.

Given the current market trajectory, some analysts believe that attention will turn to institutional treasury purchases, retail adoption, and regulatory developments, all of which will be critical in shaping near-term market trends for the cryptocurrency. The contrasting performance of IBIT during peak inflows versus the current redemptions underpins the crypto market’s volatility – creating anticipation for further downturn.

Amazon Pushes Deeper Into Generative AI With New “Video Recaps” Feature on Prime Video

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Amazon is ushering in a new phase of AI-assisted viewing on its Prime Video platform, rolling out “Video Recaps,” a feature that generates full cinematic summaries of TV seasons using generative artificial intelligence.

The tool marks a notable shift in how streaming platforms are experimenting with machine-generated content, moving beyond text summaries into fully produced audiovisual recaps that mimic the look and feel of traditional editing.

Announced on Wednesday, the new feature “utilizes generative AI to create theatrical-quality season recaps with synchronized narration, dialogue, and music,” according to Amazon. It begins rolling out in beta for select Prime Video originals, including “Fallout,” “Tom Clancy’s Jack Ryan,” and “Upload.” For viewers returning to older shows or simply trying to recall plot threads between seasons, the tool is designed to stitch together a coherent, AI-generated catch-up sequence.

It builds on work Amazon started last year with “X-Ray Recaps,” an AI-powered tool that summarizes entire seasons or individual episodes. At launch, Amazon noted that X-Ray Recaps included guardrails to prevent the system from spoiling upcoming plot points — a concern that resurfaces with the more sophisticated Video Recaps. While users have grown used to quick AI-generated summaries in messaging apps or Google search results, automatically produced video sequences represent a new and potentially more intrusive frontier for streaming services.

Prime Video is far from alone in exploring how generative AI can reshape viewer experiences. YouTube TV has already seen success with its “Key Plays” feature, which identifies and compiles notable moments in live sports for late viewers. Though imperfect — baseball fans have pointed out the algorithm tends to focus solely on offensive highlights — the tool helped YouTube TV win its first Technical Emmy Award.

Netflix is pushing AI from another angle: production. The company confirmed earlier this year that it used generative AI to create a collapsing-building scene in the Argentine sci-fi series “The Eternaut,” marking the first time AI-assisted visuals made it into final footage. It followed with additional uses on “Happy Gilmore 2,” where AI was used to de-age characters in the opening sequence, and on the reality series “Billionaires’ Bunker,” where producers deployed generative AI during pre-production to map out wardrobe and set design.

The fast-increasing presence of AI across Hollywood has reignited long-simmering tensions within the industry. Many actors, writers, and visual artists worry about AI systems trained on their work without permission, and fear that generative tools could displace human jobs in VFX, animation, or even screenwriting. Others argue that AI can help artists by eliminating time-consuming tasks, pointing to companies like Wonder Dynamics, which uses AI to accelerate animation workloads and visual effects prep.

Amazon’s Video Recaps are landing at a moment when audiences remain divided on how much automation they want in entertainment — especially when the automation begins to look more like a full creative process than a simple convenience feature. Whether viewers find the AI-generated recaps helpful or distracting, the move signals that streaming companies see generative AI not just as a backend tool but as a visible part of the user experience.

And as the tech becomes more capable and more normalized, the question for viewers may shift from whether AI belongs in their TV experience to just how much of it they’re willing to accept.