Institutional-grade equity research on AI infrastructure, power, and the capital cycle. Synthesized from the same data pipeline that feeds the MCP endpoint.
A 41-page federal complaint lands at the worst possible moment for OpenAI, piling onto a 42-state AG probe and an IPO filing already wobbling toward 2027. For enterprise AI buyers, the lawsuit hands ammunition to every competitor selling trust.
OpenAI's new flagship matches Claude Fable 5 on intelligence at roughly a third of the cost per task. The real question is whether that price is a subsidy or a strategy.
Meta Platforms gapped up 5.7% on July 10, 2026, the session after JPMorgan cut it to Neutral. A new AI model, a leaked compute memo, and one BofA cost analysis explain how the entire narrative flipped in 24 hours.
Nvidia dominates AI chips. Micron dominates memory. But a $11B NAND controller company with zero debt, 29% ROCE, and a confirmed shortage through 2028 may have more multibagger room than either.
Muse Spark 1.1 is not Meta's bid for the frontier crown. It's a precision strike on the middle of the token market. Here's the launch, grounded in data.
South Korea just posted $44.8 billion in June semiconductor exports. Micron reported the best quarter in its history. And yet the entire memory complex is selling off. Here's what's really going on.
When Q4 FY26 revenue exceeded the entire prior year and every Blackwell rack ships with Credo inside it, the question isn't whether the thesis is real. It's how long the copper runway lasts before optical takes over.
Its wafer-scale chips deliver the fastest inference on earth. Its business model delivers almost none of that value to shareholders.
HubSpot has lost roughly 75% from its all-time high as the market prices in an existential threat — AI agents that do the work of humans and make per-seat SaaS pricing obsolete. Here is the bear case, the counter-narrative, and what to watch.
The layer no one is paying attention to — and why the smart money is accumulating aggressively
In one month, software optimizations alone made DeepSeek V4 five times cheaper to serve on Blackwell hardware. The implications go far beyond one benchmark.
The only US-listed pure play on China's domestic semi equipment boom just washed out 23% on a market-wide distribution day. The options market is betting it snaps back.
Both sides are winning — but in different lanes. The real prize isn't the model. It's the orchestration layer that decides which model runs what.
After surging 175% in three months, COHU cratered 14% on Thursday. The business story is intact — $750M HPC pipeline, Eclipse platform wins, GaN power testing — but the stock ran far ahead of fundamentals, and systematic selling is now in control.
The business is still extraordinary. The narrative supporting the valuation is under fire.
Michael Burry shorted Micron at $1,052, added five AI infrastructure longs, and watched every short turn profitable inside 48 hours as the June jobs report missed by half.
One burns cash at 77x forward on hope; the other prints 50% net margins at 21x with the entire C-suite buying. Both ride the same AI capex wave — but the contrast couldn't be sharper.
Meta Compute triggered a violent rotation, not a structural break. Here are the charts, the interviews, and the valuation dislocations that define the opportunity set.
CoreWeave does 5x the revenue of Nebius. Both trade at roughly the same market cap. That is the whole story in one line, and once you understand why, you understand what Nebius is actually selling to Wall Street.
A plain-English decode of Micron's Q3 FY2026 print, the $22 billion in customer contracts nobody flagged first, and what it means for NVIDIA, ASML, and the equipment trio.
Uber doesn't intend to win autonomy. It intends to own the demand and operations layer autonomy plugs into. A digest of what management actually said about robotaxis across two earnings calls.
A long-dated options map of autonomous-vehicle hardware shows the market charging the most for the layer facing the biggest binary, the least for the layer that cannot lose the race, and hedging none of it.
The market buckets the neoclouds as a single AI-infrastructure theme. The tape says they are three different bets wearing one name. A cluster map of CRWV, NBIS, and the miner-pivot pack against the AI megacaps.
Four independent skeptics, one stretched valuation, and a retail crowd buying the opposite. The gap between the crowd and the careful money is the story.
Two AI labs crossed a threshold where their own products materially shorten their own development cycle. This is what offline recursive self-improvement looks like at the lab level — and what trades it implies.