Institutional-grade equity research on AI infrastructure, power, and the capital cycle. Synthesized from the same data pipeline that feeds the MCP endpoint.
The numbers were stellar. The stock fell anyway. The real story is in the transcript.
Moonshot's 2–3 trillion parameter open-weight model launches today, landing between Claude Opus 4.8 and Fable 5. The "China is 8–12 months behind" consensus just took a direct hit.
A researcher typed a few sentences. Sol found the configs, picked the GPUs, launched the job, and shipped a better Luna. The automated researcher isn't here yet — but it's close enough to make the AI labs nervous.
A new survey of 1,250 papers on recursive self-improvement sparked a debate about whether AI can bootstrap itself to superintelligence. The real question is what it means for the $700 billion already flowing into AI infrastructure.
ASML's second guidance raise of the year and a 30% capacity expansion plan for 2027 confirm the AI buildout has years to run. The entire semicap sector is surging.
A viral story about a coffee chain vibecoding away its enterprise software moved two stocks. The sourced numbers are 40 times smaller. Institutional flow is buying the wreckage anyway.
A rare pre-earnings warning from IBM's CEO shows enterprise customers are raiding software budgets to stockpile AI hardware. The market is already sorting the winners from the losers.
Software is the first place AI became real economic value. Where it spreads next, and who actually pockets the money, is where the sharpest voices disagree.
Two signals landed on the memory market inside the same week. SK Hynix ran a marketing barrage claiming HBM dominance. Samsung Electronics began HBM4 mass production, entering the market as a real third supplier. Both stories are true. The pricing implication for NVIDIA, AMD, and Micron is not what the headlines suggest.
Every major AI-semi stock fell 3 to 15 percent in a single session. The trigger was not earnings, not China data, not a hyperscaler downgrade. It was a Biden-era export rule the Trump administration wants to scrap, and the market's inability to price what replaces it.
Solstice buys Element Solutions for $14.5 billion. Rocket Lab buys Iridium for $8 billion. Both deals landed within 72 hours of each other. Both cited AI infrastructure demand as the driver. Here is what corporate capital is telling you about where the AI cycle goes next.
The AI investor discourse has been pricing NVIDIA GPU supply as the constraint for two years. This week, one of the most respected long-only tech investors said out loud what SemiAnalysis and SK Hynix have been arguing for months: it is not GPUs. It is memory. And that reframes the winners.
The AMD rally from $230 to $534 in 63 days has the Street calling it stretched. But the CPU business alone is a floor, the GPU roadmap is the real optionality, and the January 2028 LEAPS market is betting on $1,000-plus. Here is the math.
A year ago, you had to squint to see a business. Today, $46 billion in committed contracts, a $27 billion Meta deal, and a $2 billion NVIDIA investment later, the stock is down 31% from its all-time high, and the fund managers who own it are telling you exactly why that's the opportunity.
Microsoft's CEO dropped a viral essay warning businesses that AI providers extract their secrets. The X crowd had questions about GitHub, OpenAI, and who exactly is supposed to own the factory.
The US loosened AI chip export controls on the UAE on July 10, 2026. Abu Dhabi's G42 abandoned Huawei chips and committed to a 100% US-chip stack. Nvidia rallied 3.85%. Here is the revenue math behind the move.
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.