Natural Gas Deals Reveal the True Cost of AI Compute

The setup — The physical constraints of artificial intelligence are taking center stage. Heavy compute requires heavy power, and the market is realizing that scaling up models means securing hard industrial assets. While the broader Nasdaq shed over a percent under the weight of this reality, speculative momentum found a strange, gravity-defying home in a Hong Kong hardware outfit.

What's moving

The commercialization of private supercomputing clusters is accelerating. SpaceX has signed a multi-year compute agreement with open-source lab Reflection AI, charging $150 million a month starting in July for immediate access to Nvidia ($NVDA) GB300 accelerators at its Colossus 2 data center in Memphis (per TechCrunch). The deal turns internal infrastructure into a cash-generating enterprise platform, marking a sharp pivot in how non-traditional tech companies monetize their hardware moats.

Big tech is turning to legacy energy to feed those same hardware moats. Microsoft ($MSFT) and Chevron ($CVX) formalized a 20-year power purchase agreement to fuel a new Texas data center project entirely with natural gas (per TechCrunch). The willingness to lock in decades of fossil-fuel reliance underscores a harsh truth for hyperscalers: the grid cannot keep up with AI load demands. The Texas electric operator's large-load queue now sits at 438 gigawatts, with data centers accounting for nearly 90% of that pending capacity (per Utility Dive).

Alternative silicon providers are attempting to carve out territory while the giants battle over power. AI chipmaker Groq confirmed a $650 million funding round after acquisition talks with Nvidia stalled (per TechCrunch). The capital gives the company breathing room to staff up and expand its cloud-based inference business, betting that developers will seek out specialized, non-Nvidia hardware to bypass broader allocation bottlenecks.

Featured: Mega Fortune Company Limited ($MGRT)

The move — Shares of Mega Fortune added 16.65% to close at $83.93 on zero fundamental news, completely ignoring the 1.32% drop in the Nasdaq Composite. The stock has been on a relentless vertical run, detaching entirely from traditional valuation metrics.

What drove it — The catalyst today was simply market momentum clashing with mainstream financial warnings. Jim Cramer went on air to explicitly warn retail traders to "take some profits or else" on the stock (per Yahoo Finance) as shares crossed a reported valuation of 121 times price-to-book value (per Yahoo Finance). A price-to-book ratio measures what the market pays for a company compared to its actual net assets. At 121 times, the market is paying an extreme premium for the narrative alone. Retail traders took the warning as a challenge, bidding the stock higher into the close.

The bigger picture — Mega Fortune sits precisely in the messy middle of a speculative market rotation. As a Hong Kong-based subsidiary focused on Internet of Things integration and hardware trading, its core business operates far from the AI spotlight commanding the mega-caps. But when the broader tech sector gets bogged down in macro constraints — power grids, interest rates, and regulatory fears — fast money often hunts for tightly controlled, low-float foreign equities.

This happens late in momentum cycles. Capital seeks volatility where institutional algorithms are less active. Mega Fortune is catching bids not because enterprise upgrade cycles are suddenly favoring its IoT sensors, but because it currently functions as a pure trading vehicle. The underlying business mechanics are secondary to the tape action.

Across the tape

• The post-IPO reality is catching up with SpaceX. Shares fell 16%, extending a three-day slide that leaves the average post-listing buyer trading roughly flat against the stock's $180 volume-weighted average price (per CNBC).
• Nvidia continues to claim its Rubin liquid-cooled architectures eliminate most data center water consumption (per The Verge), though critics argue this ignores the immense water demands of the fossil fuel plants required to power them (per TechCrunch).
• Anthropic's persistent warnings about advanced AI dangers may have inadvertently cornered the company into facing sudden export rules that could choke its overseas growth (per Ars Technica).
• Former Federal Reserve Chairman Alan Greenspan died at age 100, marking the end of the era that originally popularized the deliberate, vague central bank messaging known as Fedspeak (per CNBC).

What to watch

• Federal energy intervention: Watch for direct regulatory action from FERC regarding data center grid connections. Agency officials stated plainly they will dictate solutions if regional operators fail to manage the influx of large-load requests.
• SpaceX base building: Keep an eye on the $178 to $180 level for SpaceX shares. If it breaks decisively below its post-IPO volume-weighted average price, early momentum buyers will find themselves trapped underwater.
• The Mega Fortune break: Watch the intraday volume profile on $MGRT. When a stock trading at 121 times book value loses its retail bid, the lack of institutional support often creates a sudden vacuum in liquidity.