Research · everything Intel keeps

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.

The lead

Sep 2, 2026

Learning & Training DesignChalkbeat New YorkmajorSep 2, 2026

New York City is set to bar student-facing AI tools through eighth grade

Chalkbeat, citing Education Department documents and four people briefed on the plans, reports that the largest school system in the country will bar generative AI — chatbots and AI tutors — for students from pre-K through eighth grade.

What it means for your work

Anyone building or selling a learning product now has to say which side of a grade-level line it sits on, and the biggest district in the country just drew one.

✓ verified · chalkbeat.org · added todayRead it at chalkbeat.org

What today means

Our read on the items that move something. The reporting is everyone's; this part is ours.

If your merge rule counts approvals, this is the first setting under which a machine can satisfy it — worth deciding on purpose rather than finding out during a release.GitHub Copilot can now approve a pull request, if an admin switches it onThe AI-Assisted Software Development beat · GitHub
The last mile of a pull request — rerunning checks, clearing conflicts, answering review notes — is the part that actually eats an afternoon.VS Code 1.136 adds an agent that works a pull request until it is ready to mergeThe AI-Assisted Software Development beat · Visual Studio Code
Third Flash release in six weeks at the same rate card — the cheap tier is where most production traffic actually runs, and working harder per task is a cost change even when the price is not.Google's Gemini 3.8 Flash holds the old price and adds a cybersecurity-only siblingThe AI-Assisted Software Development beat · Google DeepMind

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Everything Intel has read, newest first. Each title opens at its original publisher.

Market & Business✓ verified
Take data centers out and US nonresidential construction spending sits at a three-year low
The AI build-out is now the only thing holding up an entire category of construction demand — an opening if you sell into it, a concentration risk if you depend on it.
Construction Dive2026-09-02
Market & Business
Companies started ranking staff by token spend, and the backlash has a name
The figures come from one vendor's reporting on other companies' internal boards, but the underlying question is now a live budgeting argument in real organisations: what number are you actually managing when you manage AI usage?
Zapier2026-08-31
Market & Business
Reframe Systems raises $40M to scale robotic microfactories that build homes
An applied case with real output numbers — ten finished homes, eight occupied, a named annual capacity — rather than a robotics demo reel.
The Robot Report2026-08-31
Market & Business✓ verified
Caterpillar is porting two decades of mining-autonomy lessons into how it deploys AI
A rare adoption account from a company that already survived the hard part once: the constraint was never the machine, it was the process and the people around it.
TechCrunch2026-08-30
Market & Business✓ verified
Sony Music Publishing and Warner Chappell sue Anthropic over training on tens of thousands of songs
If you generate or commission audio with a frontier model, the per-work damages maths in this complaint is the number your licensing position now has to survive.
TechCrunch2026-08-29
Market & Business
Cisco opens its Secure AI Factory to Supermicro rack-scale systems
If you are buying AI infrastructure rather than building it, the validated-stack vendors are now competing on refresh cadence, not just on the accelerator inside.
ServeTheHome2026-08-29
Market & Business
China’s daily AI token calls passed 500 trillion, up from 140 trillion in March
If agent loops rather than chat are driving a three-and-a-half-fold jump in six months, capacity planning is an agent-architecture question before it is a model one.
TechNode2026-08-28
Market & Business
Anthropic puts 10,000 free and discounted Claude seats in front of academic researchers
The dual-use refusal behaviour is now an explicit tier boundary — which model a scientist can reach depends on the field they work in, not just what they pay.
Anthropic2026-08-27
Market & Business✓ verified
Nvidia is reported to be nearing a $12.9B acquisition of Hugging Face
Hugging Face is where most teams get open-weight models and datasets; who owns that default distribution point is a supply question for anyone self-hosting.
TechCrunch, on reporting by The Information2026-08-26
Market & Business✓ verified
Anthropic contracts about $45 billion of compute from Nscale over six years
Capacity contracted in 2026 for late 2027 is what sets model prices and rate limits two years out — the deals are the forward curve on what your inference will cost.
TechCrunch2026-08-26
Market & Business✓ verified
97% of US contractors’ primary jobsite drones are DJI - a week before a 100% tariff lands
A reality-capture pipeline resting on one vendor in one country is a single point of failure with a dated trigger, and the date is 3 September.
Construction Dive2026-08-26
Market & Business✓ verified
OpenAI's first custom inference chip, Jalapeño, published benchmarks against Nvidia's GB300
Inference is now most of the compute bill, and the biggest buyer of it has shipped a part that claims to beat the merchant GPU on performance per watt. Serving prices follow that curve, not the training one.
OpenAI at Hot Chips 2026, via TechCrunch2026-08-25
Market & Business✓ verified
OpenAI detailed its first custom inference chip — 216GB of HBM4 in a 700W package
A second large lab off the merchant-GPU path changes who sets inference prices; the 15-month RTL-to-production timeline is the part rivals will read twice.
ServeTheHome2026-08-25
Market & Business✓ verified
XPeng’s robotics unit raises over $900M at a $6.3B valuation ahead of humanoid mass production
Humanoid programmes have mostly been demos; a raise this size tied to a stated end-of-year production date is a schedule the rest of the sector now gets measured against.
XPeng2026-08-24
Market & Business✓ verified
Samsung moved the base layer of its memory stacks to a 4nm logic process — and found spare room on it
Memory bandwidth and memory power are what actually cap how cheaply a big model can be served; moving logic into the memory stack is where the next headroom comes from.
Chips and Cheese, from Hot Chips 20262026-08-23
Market & Business
Meta launches a social app where the feed is AI-generated video games
The first mass-market test of generated interactive content as a social feed, and of whether anyone wants to scroll one.
Creative Bloq2026-08-22
Market & Business
When a model proposes the molecule, who gets credit for the drug?
Credit decides patents, publications and funding, so the attribution convention set now will price the next decade of AI-assisted discovery.
MIT Technology Review2026-08-21
Market & Business
Waymo names the silicon behind its robotaxis — a purpose-built 5nm chip above 1,000 TOPS
Driving at fleet scale turns out to be an inference-hardware problem as much as a model problem, and this is a rare public number for it.
Robotics & Automation News2026-08-21
Market & Business
A tier-one car-parts maker will mass-produce the gearboxes humanoid robots need, starting 2027
Humanoid pricing has been held up by hand-built actuators; an established supplier committing a production line to them is what moves the cost curve.
Schaeffler, reported by The Robot Report2026-08-21
Market & Business
Schaeffler will mass-produce humanoid-robot gearboxes from 2027
Humanoid programmes are gated on actuator supply rather than on demos, so a tier-one supplier committing to volume is the real constraint moving.
The Robot Report2026-08-21
Market & Business✓ verified
US futures regulator opens public comment on trading compute as a derivative
Once compute is a listed, hedgeable contract, a large training or inference bill becomes something you can price and forward-buy instead of just absorb.
Commodity Futures Trading Commission2026-08-21
Market & Business
Alibaba's AI build-out lifts capital spending 75% as quarterly profit falls 76%
One of the clearest public readings yet of what the AI build-out costs a profitable incumbent in the quarter it is spending.
TechNode2026-08-21
Market & Business
PlanRadar puts agents into construction admin — and they act without an approval step
Approval-free automation arriving in a liability-heavy trade is exactly where the question of who signs off gets decided in practice.
AEC Magazine2026-08-20
Market & Business✓ verified
Unitree’s IPO gives the humanoid sector its first public comparable
Public filings mean the humanoid sector finally has audited unit economics somebody outside the cap table can read — the first real check on the revenue claims the category has been valued on.
The Robot Report2026-08-19