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Nvidia Earnings Signal Accelerating AI Infrastructure Boom

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Editor’s note: Nvidia’s latest earnings release highlights a booming AI infrastructure cycle, with the company topping expectations and guiding $78 billion for Q1 FY2027. The data centre segment led growth while margins remained robust as hyperscale customers expand their AI deployments. This preview frames a broader trend: AI-ready data centres are becoming the core engine of digital transformation, and Nvidia sits at the center of that wave.

Key points

  • NVIDIA (NASDAQ: NVDA) guides Q1 FY2027 revenue midpoint of US$78 billion, above consensus.
  • Q4 revenue reached US$68.13 billion, with data centre revenue at US$62.3 billion.
  • Data centre revenue accounts for about 91% of total revenue, with gaming softer due to supply constraints.
  • Networking revenue surged 263% YoY to US$11 billion; inventory/capacity commitments total US$95.2 billion.
  • Hyper-scaler AI infrastructure spending projected at US$650 billion for 2026, driven by Microsoft, Amazon, Google and Meta.

Why this matters

The results reinforce that the AI infrastructure cycle is accelerating, not slowing. Strong data centre demand, high gross margins at 75.2%, and large-scale capacity commitments suggest durable momentum as AI workloads drive broader data-centre re-architecture. The report notes that China data centre revenue could add upside if export restrictions ease.

What to watch next

  • Any changes to export restrictions affecting China data centre revenue and potential upside to guidance.
  • Trends in data centre demand and Nvidia’s inventory/capacity commitments amid hyperscaler spending.
  • Gaming segment performance and supply constraints ahead of Q1.
  • Progress of AI infrastructure investments by Microsoft, Amazon, Google, and Meta.

Disclosure: The content below is a press release provided by the company/PR representative. It is published for informational purposes.

Nvidia earnings underscore accelerating AI infrastructure boom

Abu Dhabi, UAE – February 26, 2026: Nvidia has once again delivered a standout set of earnings, beating expectations across the board and, crucially, surpassing its own forward guidance. The company guided Q1 FY2027 revenue to a midpoint of US$78 billion, comfortably ahead of the US$72.78 billion analysts had forecast. Notably, this guidance assumes zero data centre revenue from China, meaning any easing of export restrictions would represent pure upside not currently priced in.

Quarterly revenue reached US$68.13 billion, ahead of consensus expectations of approximately US$65.9 billion. Data centre revenue surged to a record US$62.3 billion, exceeding the US$60.4 billion forecast, while adjusted earnings per share came in at US$1.62 versus expectations of US$1.53. Profit for the quarter totalled US$43 billion — a figure that exceeds Nvidia’s entire annual revenue as recently as 2023. For a company of this scale to sustain such rapid expansion underscores the structural strength of demand.

Gross margins of 75.2% also came in ahead of forecasts, helping to dispel concerns about profitability as the Blackwell platform continues to ramp up. The results send a clear message that the AI infrastructure buildout is not slowing — it is accelerating. Despite recurring scepticism each quarter, Nvidia continues to demonstrate the durability of this cycle.

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Spending commitments from Microsoft, Amazon, Google and Meta — collectively projected at US$650 billion for AI infrastructure in 2026 — highlight the scale of investment driving this trend. Nvidia sits firmly at the centre of that wave. Networking revenue alone surged 263% year-on-year to a record US$11 billion, reflecting that the AI transformation extends beyond chips to the full-scale re-architecture of data centres.

The company has secured US$95.2 billion in inventory and capacity commitments, nearly double the level from a year ago, ensuring it can meet demand from hyperscalers operating at unprecedented scale. Gaming was the only softer segment, with supply constraints expected into Q1, but with data centre revenue now accounting for 91% of total revenue, it is no longer the primary growth driver.

Since the emergence of ChatGPT, Nvidia’s data centre revenue has grown nearly thirteenfold. As the AI race intensifies and big tech spending remains at historic highs, Nvidia continues to position itself as the essential enabler of the AI ecosystem — reinforcing why it is widely regarded as the engine powering this technological shift.

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Covenant AI Exits Bittensor Amid Decentralization Concerns; TAO Drops 18%

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Covenant AI, a developer operating on Bittensor’s subnet ecosystem, announced on Friday that it is leaving the decentralized AI network, accusing governance of not being meaningfully distributed and questioning whether the project can sustain its decentralization claims. In a post on X, Covenant AI founder Sam Dare said the team could no longer build on or raise for Bittensor because governance wasn’t truly distributed. “It is decentralization theatre,” Dare wrote, alleging that Jacob Steeves—known as Const—maintains effective control over the governance triad, resists meaningful transfers of authority, and deploys changes unilaterally without process or consensus.

The dispute centers on the core selling point of Bittensor: true decentralization. Covenant AI contends that Steeves wields outsized influence over governance and network operations, an accusation Steeves has denied. Bittensor describes its governance as a transitional framework, featuring a “Triumvirate” of Opentensor Foundation employees alongside a senate, rather than a fully open, fully distributed model. The company’s documentation frames this as a staged approach rather than a completed, decentralized system.

Key takeaways

  • Covenant AI is exiting Bittensor, publicly challenging the project’s claim of decentralization and accusing governance of concentrated power under a Triumvirate-led structure.
  • The core accusation centers on control over governance and network operations, with Covenant AI alleging unilateral decision-making and resistance to meaningful authority transfers.
  • In response, Bittensor founder Jacob Steeves denies suspending subnet operations or granting special privileges, and says dissenting actions are either mischaracterized or misinterpreted—he also contends that certain token-related moves were ordinary market activity visible on-chain.
  • The dispute has coincided with a material move in TAO’s price and trading volume, reflecting broader investor attention as the governance rift unfolds.

Governance under the lens: what changed and what stayed the same

The heart of Covenant AI’s claim is that the governance design of Bittensor—ostensibly built to be open and composite—operates in practice as a closed system. Covenant AI argues that the Triumvirate, comprising key Opentensor Foundation figures, plus a senate, retains root permissions and can steer network modifications without broad consensus. Dare framed the arrangement as incompatible with the decentralization narrative that attracted builders and financiers to the project, suggesting that the structure undermines the very premise of distributed governance.

Steeves, for his part, pushes back on the description of centralized control. In his public responses, he argued that he does not wield privileges beyond those of ordinary TAO token holders and that he cannot suspend subnet emissions. He also contends that any large token movements he has executed were disclosed through on-chain activity and thus transparent to the community. In a Friday X post, Steeves responded to Covenant AI’s claims by stating he had liquidated some of his “alpha holdings” on subnets that were not actively running or were on burn-heavy code, asserting that such actions alter emissions in a manner consistent with typical market dynamics on Bittensor.

Nevertheless, Covenant AI asserts that governance friction has tangible effects on project momentum. Emissions controls and moderation rights are among the specific levers cited as evidence of centralized influence, with Covenant AI describing moves as attempts to pressure or stifle the subnet’s development trajectory. Steeves counters by noting that moderation permissions were temporarily restricted and later restored, and he emphasizes that changes in on-chain token economics would be visible to observers. He also argues that his actions fall within the rights of token holders and do not amount to a covert governance coup.

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Market signals and on-chain behavior amid the dispute

The governance dispute has spilled into market sentiment around TAO, Bittensor’s native token. TAO’s price had been under pressure, slipping roughly 18% over the preceding 24 hours as of Friday morning in market data cited by Cointelegraph. The selling momentum intensified in the day leading up to Covenant AI’s departure announcement, with on-chain sell volume hitting a level not seen since December 2024. Analysts framed the price and flow dynamics as a potential reflection of investors adjusting exposure to a project undergoing a governance upheaval.

External observers echoed the sense that the departure could be more than a PR dispute. One crypto analyst noted on X that the timing and scale of Covenant AI’s exit appeared deliberate, describing it as a calculated move rather than a coincidence. While market dynamics can be noisy, the episode underscores how governance tensions in decentralized projects can translate into tangible liquidity and price reactions, particularly when a builder with an active subnet exits.

Cointelegraph sought comment from Covenant AI and Bittensor for responses to the evolving narrative but did not receive official remarks by publication time. The broader market context remains relevant: governance design that emphasizes decentralization is increasingly scrutinized as multiple teams seek to attract talent and funding without compromising core distributed principles. The exchange between Covenant AI and Steeves—along with on-chain activity tied to token emissions and governance permissions—provides a live case study in how decentralization ambitions interact with practical governance controls.

Broader implications for decentralization in practice

Industry observers note that the Covenant AI episode highlights a broader, ongoing debate about the practical meaning of decentralization in long-running blockchain and Web3 projects. David and Daniil Liberman, co-founders of the Gonka protocol, described a tension that will resonate with builders across ecosystems: if a project’s infrastructure can be used against it because control rests with a concentrated subset of actors, does the model remain genuinely decentralized? Their assessment emphasizes the need for governance that can withstand complex, real-world pressures without becoming opaque or inert in the face of conflicts between contributors and governance stewards.

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The debate also harks back to earlier public moments in Bittensor’s story. For instance, Nvidia CEO Jensen Huang publicly celebrated Covenant AI’s milestone in training a decentralized large language model on Bittensor Subnet 3, calling it a remarkable technical achievement. That historic spotlight contrasted with the current governance friction, illustrating the dual aspects of decentralization narratives: the technical frontier that attracts builders, and the governance framework that must sustain it without central choke points.

As the community digests the tensions, readers should watch for how Bittensor’s governance documents evolve and whether any reforms are pursued to broaden participation or formalize oversight. The resolution, or lack thereof, will influence not only Covenant AI’s future on the network but also how other builders evaluate the feasibility of heavily multi-party, permissioned decentralization models in practice. Observers will be mindful of potential new on-chain disclosures, governance proposals, or changes to subnet permissions that could redefine participation rules for developers and token holders alike.

In this moment, the core question remains: can a decentralized AI network reconcile rapid innovation with a governance framework that remains genuinely open to diverse contributors, or will episodes like Covenant AI’s departure redefine decentralization as a continuous negotiation between ambitious builders and centralized control points?

What to watch next: keep an eye on any updates to Bittensor’s governance structure, changes in subnet emission policies, and new participation rules for subnets. The outcome will influence how other multi-stakeholder networks balance openness with accountability, and it will shape investor sentiment around projects that promise decentralization as a core value proposition.

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Volatility compression grips crypto markets ahead of U.S. inflation report: Crypto Markets Today

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Volatility compression grips crypto markets ahead of U.S. inflation report: Crypto Markets Today

The crypto market held steady on Friday, with bitcoin trading little changed at $71,700 and ether (ETH) at $2,180, extending the low-volatility price action that has characterized the past few months.

Daily Bollinger bands, a technical analysis tool that measures market volatility, are at their narrowest since early 2024. In the past, such a tight range — bitcoin has held between $63,000 and $75,000 since early February — has ended with a 40% move in price, according crypto analyst Eric Crown.

A breakout above $75,000 in bitcoin’s case would trigger upside momentum by trapping traders who are short and need to buy at market prices to cover their positions, while a short-term move below $70,000 will liquidate around $200 million worth of long positions that are betting on the breakout, according to CoinGlass’ liquidation heatmap.

One key catalyst on Friday will be the U.S. consumer price index (CPI) data. March inflation is estimated at 3.3% year-on-year, driven by surging energy prices. High inflation figures tend to spur upside price action in the U.S. dollar, which could weigh on risk assets like bitcoin.

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Derivatives positioning

  • Open interest (OI) in bitcoin futures increased by 1%, with average perpetual funding rates on major exchanges at their highest since Feb. 4. This shows a strengthening investor appetite for bullish exposure.
  • Other major cryptocurrencies were mixed. OI increased slightly in XRP (XRP) while holding flat in ether (ETH) and solana (SOL). HYPE and AVAX are other standouts, displaying a bullish combination of OI growth and positive funding rates.
  • The privacy-focused ZEC, meanwhile, shows OI growth and negative rates, a sign that traders are continuing to short futures and hedge downside risks even as the spot price rallies. ZEC’s price rose to nearly $400, the highest since Jan. 28.
  • There seems to be no end to the downtrend in BTC’s 30-day implied volatility index, BVIV. The measure has slipped to 45%, indicating market calm. It has dropped in a near-straight line from 58% on March 31. Ether’s volatility index shows a similar pattern.
  • The decline in volatility is largely led by ETF-related flows. “The ETF complex has created a feedback loop: institutions sell calls for yield, which suppresses upside vol, which makes selling more calls even more attractive. The impact is still subtle, but the direction of travel is clear. Bitcoin’s options market is maturing into a structurally skewed market, just like equities,” STS Digital’s CEO Maxime Seiler told CoinDesk.
  • The implied volatility term structure is flat for the next six months and then rises from September, suggesting the market is prepping for a quiet few months in between.
  • On Deribit, BTC and ETH options continue to display put skews, although it’s much weaker than a week ago as traders chase upside bets, particularly the BTC call option at the $80,000 strike.

Token talk

  • CoinDesk’s DeFi Select Index (DFX) is the best-performing benchmark on Friday, rising by 0.38% while the bitcoin-dominant CoinDesk 5 (CD5) is down by a quarter of a percent.
  • The CoinDesk Computing Select Index (CPUS) is the worst performer, losing 1.4% after it was dragged down by bittensor (TAO), which lost more than 12% since midnight UTC after Covenant AI, one of the network’s largest subnet developers, said it was leaving Bittensor.
  • “The entire premise of Bittensor, the promise that drew builders, miners, validators, and investors into this ecosystem, is that no single entity controls it,” Covenant AI founder Sam Dare wrote on X. “That promise is a lie.”
  • One token that shrugged off broader crypto market apathy was DASH, which surged more than 19% since midnight UTC, contributing to a 24-hour gain of 34% as traders rotated back into the privacy sector.

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Japan regulates crypto assets as financial instruments

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Japan, Cryptocurrency Investment

The Japanese government amended the Financial Instruments and Exchange Act on Friday to classify crypto assets as financial instruments.

The amendment also bans insider trading and other activities that involve buying and selling based on undisclosed information, Nikkei reported.

The amended act will also now require cryptocurrency “issuers” to be more transparent and disclose information once a year.

Japan’s Financial Services Agency has previously regulated crypto assets under the Payment and Settlement Act, citing their potential use as a means of payment. However, the regulations and classifications have been updated to reflect increasing institutional investment in the asset class.

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By reclassifying crypto as a financial instrument rather than just a payment method, Japan is moving crypto out of the experimental payments category and into the same league as its stock market.

Japan, Cryptocurrency Investment
Source: Startale Group CEO Sota Watanabe

Crypto under the TradFi umbrella

“We will expand the supply of growth capital in response to changes in financial and capital markets, and ensure market fairness, transparency, and investor protection,” said Finance Minister Satsuki Katayama at a press conference after the Cabinet meeting. 

Fines and sentences for unregistered crypto exchanges have also increased under the amendment. 

Related: Prediction markets are testing legal limits in strict Asian markets

Japan signaled that it was bringing crypto under the same umbrella as traditional finance in January when Katayama said, “To ensure citizens benefit from digital and blockchain-based assets, the role of exchanges and market infrastructure will be essential.” 

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The government backed plans in December to significantly reduce Japan’s maximum tax rate on crypto profits, with a flat rate of 20% across the board.  

Crypto ETFs coming to Japan

Japan is also planning to legalize crypto exchange-traded funds (ETFs) by 2028, marking a major shift toward mainstream crypto adoption, according to a January report. 

Major financial groups, including Nomura Holdings and SBI Holdings, are among the first companies expected to develop crypto-linked exchange-traded products

Asia Express: Phantom Bitcoin checks, China tracks tax on blockchain

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