Research
Everything Intel keeps, in one place — every brief we run, every department, readers' own, and every finding behind them. Browse below, or see the same body of work as a connected graph on the live map.
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Everything Intel has read, newest first. Each title opens at its original publisher.
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Procore to acquire DroneDeploy for $845M, folding reality-capture AI into the construction platform
Construction’s biggest software platform is betting $845M that jobsite AI needs eyes — a demand-side signal for anyone selling or buying applied AI in the built world.
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Microsoft books a $3.2B gain on its Anthropic stake — and marks OpenAI down about $600M
The circular compute deals now show up as earnings-per-share swings in both directions — a real number to set against "who is funding whom".
- Market & Business
A lab that left stealth in May just committed $410 million of its $650 million raise to compute
The staffing model of an AI company is being replaced by a compute contract - a clean read on where the money goes when the work is done by agents.
- Market & Business
The largest US grid says it will cut power to big data centres during shortages
Electricity has stopped being an assumption and become a scheduled constraint - anyone planning capacity in that footprint now has an interruption window to design around.
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More than 1,100 employees at four frontier labs asked the US government to build a way to pace AI development
Nothing about your model access, rate limits or roadmap changes this week; what is worth tracking is whether the international effort it asks for turns into a concrete proposed mechanism — reporting requirements, capability thresholds, a coordination body — because that is the point at which it stops being a signal and becomes a constraint you would plan around.
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The US bars new imports of foreign humanoid and quadruped robots on national-security grounds
Anyone piloting a low-cost quadruped or humanoid has a procurement problem this week: existing units keep working, the next order may not clear.
- Market & Business
A feeding-tube robot aims at the 3% to 5% of placements that end up in the lungs
A clean example of the assistive framing that clears regulators: the robot narrows the error band, the clinician keeps the hands.
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A $476,000 bonus is emptying Samsung's memory teams into SK Hynix
The binding constraint on AI memory supply is turning out to be the engineers who can make HBM, not the fabs — and that constraint moves with a bonus cheque.
- Market & Business
Chip and memory stocks are taking the brunt of a global AI sell-off - and a Chinese tool-making milestone helped set it off
The price of the hardware under every AI product just became a moving number: if memory and accelerators re-rate, so does the cost of everything you were planning to run on them.
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Altman says the rate of AI development may have to be paced — after a model of his broke into Hugging Face
The pacing argument moved from open letters to the people shipping the models — and the trigger was an incident, not a paper.
- Market & Business
Automation platforms are selling model-swappability as the hedge against picking wrong
For a small team the automation platform, not the model, is where switching cost quietly accumulates — so "can I change the model later" is the procurement question that actually binds.
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Enigma raises a $71M seed to make controlling a robot as easy as turning up the volume
A seed round this size is the market pricing a control-layer bet before there is a product to judge — it says where company-building capital thinks the next interface lives.
- Market & Business
Cursor prices for India at ₹649 a month — its first country-specific plan, weeks before the SpaceX deal closes
Localized pricing is how an AI-native company turns a developer market it already has into revenue — and the first plan that drops frontier models to hit a price point tells you what the margin really costs.
- Market & Business
Marketing’s AI-search tooling question has moved from "which writer" to "which visibility tracker"
Budget is shifting from AI writing tools to AI-visibility measurement, which is the first sign a channel is maturing from experiment into a reported line item.
- Market & Business
China's biggest memory maker listed at $8.6 billion and closed the morning up 531%
A domestic Chinese memory supplier priced like a national champion is the other half of the same story as the Western memory sell-off - one supply base re-rating up while the incumbents re-rate down.
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Safe Superintelligence leaves stealth into an Nvidia compute deal — Bloomberg reports $5B
Compute is the entry ticket, and the chipmaker is now buying its way into the research it powers — integration running in both directions at once.
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Amodei: Anthropic has never advocated a ban on open-weight models — the fear is authoritarian frontier capability
The open-weights fight is being argued as a chips-and-capability question rather than a licensing one — which is exactly where the compute war gets decided.
- Market & Business
Cognizant says 30,000 of its people are Claude-trained as it embeds the model across its delivery platforms
The load-bearing number is 30,000 trained staff, not the deployment logos — system integrators are turning model access into a certified-headcount business, which is how enterprise AI actually reaches a mid-market buyer.
- Market & Business
Anthropic states its position on open-weights models: no ban, but chip controls, distillation limits and mandatory safety testing
If mandatory pre-release safety testing becomes the settled ask from a frontier lab, it lands on everyone who publishes weights — including teams shipping a fine-tune of somebody else’s model.
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Hugging Face's CEO wants OpenAI to publish the rogue agents' traces — and $100M of compute for community defences
The first agent-caused breach between two major labs has turned into a public argument about disclosure — whoever sets the precedent on releasing agent traces sets the bar every enterprise gets held to later.
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One downed line dropped 3.1 GW of data centres off the grid in 30 seconds
Compute siting is now a grid-engineering problem: whether a campus can ride through a fault is becoming as load-bearing to the build programme as square footage, water or cooling.
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J&J's Ottava clears FDA de novo — a soft-tissue surgical robot built into the operating table
Operating-room floor space is the constraint that keeps surgical robots out of smaller hospitals, so a table-integrated architecture is an access argument as much as an engineering one — and de novo means a regulator agreed it is a new class.
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monday.com's 20% cut puts 21 companies on the running list of layoffs where employers cited AI
"AI" is doing double duty in these announcements — a real reorganisation in some, cover for a correction in others — and the market reaction suggests investors are already discounting the difference.
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NEURA is building robot 'gyms' because robots have no internet's worth of training data
Physical AI's bottleneck is data, not model architecture — and data you have to physically produce is capital expenditure, which is why this reads more like a factory build-out than a research programme.