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Tech

School IT Officials Worried About AI Adoption, Cybersecur

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While schools have made progress in technology adoption — from artificial intelligence guidelines to vetting education technology — they still struggle with the lack of resources, funding and expertise, according to a new report.

The annual State of EdTech report from the Consortium for School Networking polled roughly 600 chief technology officers for K-12 schools. One of the biggest takeaways, according to CoSN CEO Keith Krueger: AI adoption is higher than ever. According to the report, nearly three-quarters (79%) of school districts have AI guidelines in place, up from 57% in 2025.

“Given how many school districts we have, given how many small and rural ones there are, it’s shocking at how quickly at least the guidance around responsible use of AI is,” Krueger says. “As a foundational step, we’re seeing movement.”

But respondents repeatedly stated they are running into roadblocks of insufficient staffing and funding.

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“There’s never going to be enough training, and we have to make sure the training is quality and meeting administrators with what they want and need,” Krueger says, adding it’s not just about training on a specific tool, but “helping them think in new ways how to use the tools.”

Most of the districts polled are in favor of AI guidelines, either set by the districts themselves or state education agencies, but do not want state or federal mandates. Typically, mandates are formed, then approved, by a board — something that is time-consuming and does not lend itself well in the fast-moving world of AI.

“This week, this month, this year is changing rapidly,” Krueger says. “It doesn’t mean we change fundamental beliefs of what’s cheating (with AI), for example, but things are moving rapidly. You don’t want to have too many solidly, board-approved things which can get locked in when you need to evolve.”

The most common AI initiative among districts is training staff on the use of instruction-focused generative AI tools, with 7 out of 10 respondents saying they do so. Productivity-focused measures focused on instructional staff and teachers followed, with 54% and 53%, respectively, deploying those initiatives. One of the largest jumps was the amount of districts having initiatives focused on AI’s operational purposes, from 37% in 2025, to 64% in 2026.

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Less than half (41%) of initiatives focus on using AI for teaching and learning.

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“I would say the low hanging fruit is on the operational and teacher productivity side,” Krueger says. “We should continue to explore and think through the great uses that are in the classroom. But, overnight we shouldn’t just wildly go trying to do those things when it’s going to take time to figure out the instructional piece.”

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The CoSN State of EdTech Report showcases districts' AI initiatives.

The CoSN State of EdTech Report showcases districts’ AI initiatives.

Source: Consortium for School Networking

Cybersecurity

The largest concern about AI use: cybersecurity attacks. According to the report, nearly all respondents (98%) are concerned that AI can bring in new forms of cyber attacks, with just 2% stating they are “not at all concerned.” That same percentage also has concerns on student data and AI’s effect on its privacy.

The CoSN annual EdTech Report shows districts are concerned about AI fast-tracking more cyber attacks in coming years.

The CoSN annual EdTech Report shows districts are concerned about AI fast-tracking more cyber attacks in coming years.

Source: Consortium for School Networking

While the concern over cybersecurity is strong, two-thirds of respondents state they have insufficient staffing and budget to address those challenges.

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Cybersecurity concerns continue to cause schools woe, most recently with the Instructure attack in May that caused several schools to pay a ransom and shut down one of the world’s largest digital education platforms.

“The high visibility breaches and attacks that we’ve seen underscore the real cost to our school system by not investing in better cybersecurity,” Krueger says.

After 17 years of utilizing the State of EdTech report, Krueger says he believes a tipping point may have finally been reached on addressing cyber concerns.

“Certainly those in charge of technology have been yelling loudly that cybersecurity is a problem,” he says, adding the issue has become more well-known among superintendents and school board members. “I think they will start to say, ‘We can’t just have these broadband networks and not have them safe and secure.’ But it’s a huge challenge, given the lack of human capacity in schools for cybersecurity.”

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EdTech

Another major finding from the report is an issue that has been bubbling beneath the surface in both tech evangelist and oppositional circles: vetting educational technology.

Edtech vetting has been under consideration amid the screen-time backlash in classrooms, with some states pushing for better review of the vetting process. Oftentimes, schools rely on the vendors’ own data and are unequipped to review the software themselves to ensure children’s safety.

“There is nobody right now that is confirming these products are safe, effective and legal,” Kim Whitman, co-lead for Smartphone Free Childhood US, said in a previous interview with EdSurge. “It should not fall on the district’s IT director; it would be impossible for them to do it. And the companies should not be tasked with doing it — that would be like nicotine companies vetting their own cigarettes.”

According to the report, most schools now have a process for vetting free edtech tools before they’re used in schools, either through IT or a list of approved vendors.

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But that process still has some gaps: only 29 percent require information about if the product is inclusive and accessible for all learners. That is particularly worrisome for accessibility advocates who already fear they are being left out of the conversation.

“Parents with children who have a disability must have a seat at the table,” Sambhavi Chandrashekar, global accessibility lead for D2L, an online learning platform, said in a previous EdSurge interview. “Blanket rules that are blind to fundamental human differences will do more disservice than good to students at the margins.”

And while more than half (55%) of the edtech processes require vendors to provide information about safety, that leaves roughly 45% not addressing safety concerns.

“It’s a huge warning sign; there’s a whole lot of progress and work that has to happen in this area,” Krueger says.

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He suggested reviewing the five quality indicators for edtech and AI products, with districts benchmarking their current status and set it as a priority to push forward.

“One of the biggest powers we have is procurement, so getting serious about how we buy them, and when,” Krueger says. “Whether or not we move forward will depend on if we set it as a priority and get serious about the awareness, the training and the policies.”

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OpenAI’s First Device Will Reportedly Be a Portable Smart Speaker

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OpenAI’s entry into the world of consumer devices is expected to begin with the release of a portable smart speaker that lacks a screen, according to a Bloomberg report on Tuesday. The device is being positioned as “a new type of computer for the AI era,” Bloomberg’s Mark Gurman reported, adding that it would “serve as a humanlike AI companion that lives in the home.”

The device, which Gurman wrote is still in development, is expected to operate in much the same way today’s smart speakers do: answer questions, play media, operate smart-home appliances, as well as respond to messages and make use of capabilities offered by OpenAI’s ChatGPT.

But OpenAI’s device is expected to go a bit further into homes by offering a “personality” that would make a humanlike connection with users. It will include “mechanical elements that can move on their own, creating a sense that it is alive,” Bloomberg reported.

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The product leak comes days after Apple sued OpenAI, accusing the company of stealing its trade secrets. Apple alleged it “uncovered a pattern of theft of Apple’s trade secrets by OpenAI employees who were formerly at Apple.” Apple also called the instances it uncovered “the tip of the iceberg.”

However, OpenAI feels its new product “veers significantly” from any Apple device currently on the market and that it is “unlikely” its new device violates any Apple trade secrets, according to anonymous sources described as knowledgeable of OpenAI’s plans.

There’s been much speculation lately about OpenAI’s hardware ambitions. The company has been linked to a possible release of AI earbuds later this year or early 2027 and is also said to be working on a smartphone in partnership with component-makers MediaTek, Qualcomm and Luxshare. 

OpenAI’s hardware ambitions have included a high-profile partnership with former Apple designer Jony Ive. One recent rumor was that the devices could include one worn in the ear, but that OpenAI could have as many as five different devices ready by the end of 2028. 

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OpenAI didn’t immediately respond to a request for comment. 

(Disclosure: Ziff Davis, CNET’s parent company, in April 2025 filed a lawsuit against OpenAI, alleging it infringed Ziff Davis copyrights in training and operating its AI systems.)

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NYT Strands hints and answers for Wednesday, July 15 (game #864)

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Looking for a different day?

A new NYT Strands puzzle appears at midnight each day for your time zone – which means that some people are always playing ‘today’s game’ while others are playing ‘yesterday’s’. If you’re looking for Tuesday’s puzzle instead then click here: NYT Strands hints and answers for Tuesday, July 14 (game #863).

Strands is the NYT’s latest word game after the likes of Wordle, Spelling Bee and Connections – and it’s great fun. It can be difficult, though, so read on for my Strands hints.

Want more word-based fun? Then check out my NYT Connections today and Quordle today pages for hints and answers for those games, and Marc’s Wordle today page for the original viral word game.

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Grok Build was uploading entire Git repositories to xAI’s cloud, including committed secrets

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A security researcher published a wire-level analysis on July 12 proving that xAI’s Grok Build coding CLI was packaging developers’ entire tracked repositories, including full Git history, committed secrets, and API keys, and sending them to a Google Cloud Storage bucket. The upload volume was roughly 27,800 times greater than the data the coding task actually required, according to the analysis.

The researcher, publishing as cereblab, tested version 0.2.93 of Grok Build, intercepted the upload, cloned the git bundle from the captured request, and recovered a file the AI agent had been explicitly told not to open. xAI had marketed the tool with claims that “nothing from your codebase transmitted to xAI servers during a session.” The wire data directly contradicts this.

The privacy toggle that was supposed to prevent data transmission did nothing, according to multiple reports. Grok has a history of privacy issues, including training on X user data without consent in what regulators called a “very likely” breach of EU law. A quarter of European firms have banned Grok entirely in favour of alternatives with better security controls.

Elon Musk confirmed the uploads and said SpaceXAI would delete all prior Grok Build user data. The company documented a “zero data retention” policy and added a /privacy endpoint. A same-client retest observed a server-side flag disabling the uploads. However, no independent audit has confirmed the deletion. Grok Build launched alongside Grok 4.5 as xAI’s answer to Claude Code and Cursor, making the privacy breach particularly damaging for a product positioned to win enterprise developer trust.

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OpenAI’s First Device Will Be Moveable, Screenless Speaker Built as AI Companion

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OpenAI is reportedly developing a screen-free, portable smart speaker meant to act as a personalized home computer and humanlike AI companion. “It will help control smart-home appliances, play media, answer questions, respond to messages and tap into the range of capabilities offered by OpenAI’s ChatGPT,” reports Bloomberg, citing people familiar with the matter. The device, expected to be unveiled this year and released in 2027, would mark OpenAI’s first major hardware push after acquiring Jony Ive’s io Products. Bloomberg reports: Apple sued OpenAI last week, accusing the company of stealing trade secrets. But OpenAI believes that the device veers significantly from anything Apple has on the market today and that it’s unlikely that it violates trade secrets belonging to the iPhone maker, the people said. OpenAI’s success in hardware will hinge on bringing a novel approach to the market — something it aims to do with the smart speaker. For instance, the device’s technology is meant to become increasingly personalized and proactive as it gains a deeper understanding of its owner over time, according to the people.

OpenAI envisions the device anticipating needs, surfacing information proactively and serving as an expert on its user, they said. Though the speaker is designed to stay in the home, it will be easy to move around the house. OpenAI believes the product’s defining feature will be its personality and ability to connect on a humanlike level with users. The speaker incorporates mechanical elements that can move on their own, creating a sense that it is alive and not just an object responding to commands. The machine also will draw on personal information such as emails to better understand its owner. The goal is for the device to feel like a companion and become a physical manifestation of OpenAI’s ChatGPT. Still, the exact plans could change as the company works through the development and legal process.

The device’s communication abilities will rely on a more advanced version of the ChatGPT Voice Mode — GPT-Live — that OpenAI rolled out this month. The new voice mode is designed to act more like a human. It can listen and talk at the same time, adapt more naturally during conversations, and quickly process information. Though the new product resembles a speaker, OpenAI internally describes it as the first of its kind: a computer built for AI to help make busy people more productive. It includes a camera and other sensors that help it understand a user’s surroundings and context, as well as advanced AI models beyond those available on conventional smart speakers. Another central difference is that the device includes a rechargeable battery, allowing it to be carried from room to room throughout the day. A user could bring it into the laundry room while doing chores, move it into the kitchen for cooking assistance, and later place it in a living room or bedroom to have it play music. It can also remain plugged into a single room if the customer chooses.

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4 Essential Tools Homeowners Need For DIY Roof Repairs

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We may receive a commission on purchases made from links.

Hiring a professional to do work around the house is convenient, but it can get expensive. Thus, the DIY option may seem enticing. Some jobs are more daunting than others, though, and one of the more challenging is likely fixing up the roof — not just because it requires you to climb. After all, the last thing you want is to damage the roof or make things worse, so stocking up on the correct tools for the job is the first big hurdle to conquer. 

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Smaller repairs generally won’t require large or expensive tools. For the most part, you’ll only need tools to remove worn or damaged parts and install their replacements. If you need to do anything more than that, it’s probably better to leave the repairs to professionals. Structural repairs aren’t for novices, and given how essential a functioning roof is, it’s fair to say extensive roof repairs are among the DIY projects you should never try to do yourself.

With that said, there’s no shame in learning something new and making some minor fixes to your roof. These are some essential tools you’ll want for DIY roof repairs.

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Extension ladder

No matter what the task at hand is, if you need to get on the roof, you’ll need a good ladder. An extension ladder is generally the way to go for roof repair, as it leans and stabilizes itself against the gutter. Step ladders, while must-own home improvement gadgets, are likely to wobble and tip, becoming a life-threatening hazard in short order. Besides, an extension ladder is a sound investment even if you don’t plan to make a habit of repairing rooftops. The height and stability they offer can help with everything from repairing upstairs windows to trimming tree branches.

When shopping for an extension ladder, there are a few things to consider. You’ll, of course, want one tall enough to reach your roof. The material is key, too; if you want to stay safe and avoid any potential issues with power lines, a ladder made from non-conductive fiberglass is the way to go. Unfortunately, sturdy fiberglass extension ladders do get expensive: A Werner 16-foot Fiberglass Extension Ladder costs $300, for example. But the combination of safety, functionality, and versatility they offer makes it a small price to pay.

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Pry bar

If you need to repair or patch a roof that’s falling apart, you’ll need to remove the damaged material first. You may be able to remove loose shingles by hand, but a quality pry bar will make the whole process much easier. A good one will also help tremendously when removing old roofing nails and be useful for a host of other DIY tasks as well, making it a versatile buy. Fortunately, this isn’t a complicated tool, nor will it break the bank.

There’s no shortage of pry bars on the market, and most quality ones aren’t all that expensive. For example, the Stanley Wonder Bar II retails for just $4.99 at Home Depot, while the Milwaukee 15-inch Pry Bar is pricier but still affordable at $16.97. If you want to spend a bit more, though, there are designated shingle removal tools to consider. These operate similarly to traditional pry bars but are specifically designed to get below roof shingles and lift them. Examples of this include the $53.30 Guardian Fall Protection 54-inch shingle remover and the $24.98 24-inch Husky Mini shingle roof shovel.

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Roofing hammer

Once you’ve removed the old shingles and nails, it’s time to install replacements. A good roofing nailer is an option, but you could also consider a roofing hammer instead, especially for small-scale work. Not only can you use them to drive in and remove roof nails, but they can also cut shingles and underlayment material down to size, eliminating the need for another tool.

Naturally, there’s an argument that a roofing nailer is the superior tool. While these power tools are quicker and more effective at nailing material into rooftops, though, they have downsides for the DIYer that make them a potentially inferior choice. The main issue is that they’re bulkier tools that may be hard to use, especially for the inexperienced. You’ll also need supporting equipment, such as an air compressor or a battery and chargers, making them an even bigger investment and more cumbersome to set up. On top of all of this, they’re more expensive on their own. Nailers rarely dip below $100, with most models costing multiple hundreds of dollars. Meanwhile, roofing hammers like the Crescent 28-ounce Steel Shingler Hammer can be had for under $40.

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Caulk gun

Shingles are great for keeping the weather out, but there are times when you’ll need to use sealant as well, be it for waterproofing or filling cracks. That’s where a caulk gun can come in handy. There are several major electric caulk gun brands out there, which are great choices if you’ve already bought into their battery systems and expect to use such a tool regularly. However, they might be overkill for those who only plan to use them occasionally — and, crucially, don’t want to spend a ton of money. In that case, a manual caulk gun is a cheap yet effective alternative. There’s an Anvil caulk gun for $5.98 at Home Depot or the $4.99 Project Source caulking gun at Harbor Freight, for example.

Caul guns can come in handy for other home DIY projects, too. These tools are excellent for sealing cracks around window frames, waterproofing bathtubs and showers, repairing concrete, and more. If you’re going down this route, you may be able to justify the higher price of an electric model. These can start as low as the $40 20-volt Bauer caulk gun from Harbor Freight and go up to the Milwaukee M18 electric caulk gun, which retails for $299.00 at Home Depot.

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How we selected these tools

The first step in selecting these tools was determining the scope of DIY roofing work itself. We defined the limits of such work as anything outside of full-on roof replacement and structural repair — both of which demand extensive roofing knowledge and a serious arsenal of high-end tools. All of this helped narrow the field, but this was only the start, and more filtering was needed to come up with the final list.

From here, we settled on a few key criteria that tools had to fit. We wanted to focus on tools that the average DIY-capable homeowner could use; thus, they had to be easy to use, safe, or both. We also decided to focus on reasonably affordable tools, since the goal was to have a selection of somewhat entry-level suggestions for roofing newcomers. Similarly, we made sure to choose tools that could be used for other DIY jobs beyond roofing. This way, a potential buyer can get more use from their tools.

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Full Body VR Tracking Is Just Some Recycled Hardware Away

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Full body tracking in VR applications involves attaching sensors to one’s body, and [Jaki] has a DIY method to do it on the cheap: the Vive Tracker Lite project repurposes Vive controllers as lighthouse-based trackers, no hardware modifications required.

A common method of doing body tracking is to strap on some Vive trackers. Those are extremely hacker-friendly pieces of hardware, but [Jaki] observed that older Vive VR controllers can be had for cheap, and already contain everything a tracker needs. Some new firmware and a custom mount is all it takes to turn them into perfectly usable body trackers.

But what about a wireless receiver? [Jaki] has that covered as well with the $5 Viva Dongle, which uses a Pro Micro NRF52840 to act as a cheap DIY alternative to the official dongle hardware.

We appreciate the effort put into making this project accessible to everyone, even novices. [Jaki]’s put effort into a Python program with a full GUI to make the flashing of firmware as easy as possible for both projects. Experimenting with body tracking in VRChat or games with mods is just some recycled hardware away.

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Granted, a Vive controller is not the slimmest piece of hardware, but all it takes is a firmware change and a 3D-printed fixture to make a perfectly serviceable tracker. That being said, we’re sure an enterprising hardware hacker may crack a controller open and embark on a serious rebuild, or even interface to some of the inputs in a clever way. If you’ve done that or know of someone who has, drop us a note on our tips line because we’d love to see it.

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This sleek Japanese power strip finally fixes your office desk’s ugliest pain point

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  • Kokuyo Energy Line replaces discrete sockets with one continuous slot that takes up to five two-prong plugs anywhere along its length
  • It won a 2025 Good Design Award thanks to its accessibility, style, and attention to detail
  • The Kokuyo Energy Line also offers an inclusive design that allows users with upper limb disabilities to easily use the product with just 1 hand

Kokuyo is a well-known Japanese furniture giant that focuses on both functionality and aesthetics across its furniture and interior design lines.

It regularly collects Good Design Awards even as it runs a public “live office” where users can test out hardware in a workplace setting, in addition to HOWS DESIGN, an inclusive-design program that has birthed multiple successes.

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Is Overnight Charging Killing Your Smartphone’s Battery?

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How long your smartphone lasts on a full charge is important, especially if you know you’re going to be away from a charger for a while. Despite massive improvements in battery technology, one of the most common myths about charging is that leaving your phone plugged in overnight will damage its battery. This is simply not true.

Modern phones come with smart chips that regulate how much power the battery receives. As your phone nears 100% battery, charging speeds should be reduced and eventually halted, so it won’t be actively charging. Power is drawn in short bursts when your phone loses a few percentage points. Samsung calls these “maintenance charges” and says there’s no risk of overcharging although it does note the small caveat that unplugging at 100% can marginally extend battery lifespan.

Lithium-ion cells indeed last the longest when they spend less time at very high or very low levels of charge — this is where the 20-80 rule in charging comes from. Many manufacturers, like Apple and Samsung, therefore let you turn on an optimized charging option of sorts that’s designed for overnight charging sessions. On iPhones, the feature pauses charging at 80% and finishes topping up shortly before you typically wake, while Samsung’s version offers modes that either cap the charge at 80% or adapt to your sleep schedule. The feature may be labeled a bit differently depending on which smartphone you own.

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How to optimize battery degradation

To maximize battery life, you could religiously follow the 20-80 rule — but at this point, you’re effectively only using 60% of your phone’s battery. Some smartphones even let you set charging limits, helping make sure that your phone never exceeds, say, 80% even when plugged in overnight. Regardless, one factor that definitely damages the battery is heat, so avoid charging your phone in hot weather. Apple claims charging your device in temperatures higher than 95 degrees Fahrenheit could negatively impact its battery health.

Gaming-centric smartphones often go through their battery charge quickly, but there’s one way to ease the strain: bypass charging. If your device supports it, this feature powers the phone directly from your charging brick and lets your battery rest. 

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There’s also the myth that charging your phone with a stronger charger will destroy its battery. This is, once again, not true. The battery controller chip only lets in as much wattage as the phone is designed to accept. That said, sticking with a compatible charger will ensure your phone charges at its maximum rated speed.

Ultimately, battery degradation depends on the charge cycle count. You can change various settings to extend your phone’s battery life on both iPhones and Android devices. This will, in turn, reduce the number of full charge cycles your battery goes through over time.

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Anthropic commits $10 million to Canadian AI research across eight institutions

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TL;DR

Anthropic committed $10M CAD to eight Canadian institutions for AI research. Canada ranks second globally in per-capita Claude usage. Startups get $5K API credits.

Anthropic is committing $10 million CAD to eight Canadian research institutions to fund work on beneficial and responsible AI applications. The partnerships span Canada’s three leading regional AI institutes, Amii in Edmonton, Mila in Montréal, and the Vector Institute in Toronto, along with children’s hospital CHEO, the Centre for Addiction and Mental Health, Université Laval, the University of Toronto, and the University of Saskatchewan.

The funding covers research areas from reinforcement learning and AI safety to mental health, Indigenous languages, and quantum computing. Mila will use Claude to develop AI assistants that help researchers discover and assess scientific breakthroughs. CAMH’s Krembil Centre for Neuroinformatics will build predictive models for mental health treatment and run fairness evaluations of psychiatric AI systems. Université Laval will study how large language models behave in varied cultural contexts, including Quebec French and Indigenous languages.

Anthropic also published its first Canadian country brief from the Anthropic Economic Index. Canada ranks eighth worldwide in Claude usage but second in per-capita adoption, with Canadians using Claude at more than four times the rate their population predicts. Only the US ranks higher. Usage tracks the local economy: translation requests are highest in provinces with more government workers, reflecting Canada’s bilingualism requirements. British Columbia leads in per-person use, with Ontario close behind. Anthropic committed $200 million to a Gates Foundation partnership in May, and the Canadian investment extends the company’s pattern of building non-commercial relationships alongside its enterprise business.

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This summer, Anthropic will add Amii, Mila, and Vector to its startup programme, giving hundreds of affiliated Canadian startups at least $5,000 USD each in API credits. “Some of the foundations of modern AI came out of Toronto, Montréal, and Edmonton, and so, strikingly, did many of the researchers most committed to making it safe,” said co-founder Chris Olah. Anthropic has been systematically expanding Claude’s presence across enterprise, government, and now academic institutions, building distribution and dependency across every sector simultaneously.

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Daily Deal: The 2026 Data Engineering Bundle featuring Databricks

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from the good-deals-on-cool-stuff dept

The 2026 Data Engineering Bundle has 7 online courses designed to help learners build skills that align directly with industry expectations. The focus is on practical tools and languages used by data professionals: Python for programming, Pandas and NumPy for data manipulation, foundational certification prep and specialized work with Databricks, an industry-standard platform for data engineering and analytics workflows. The content is on-demand, self-paced and designed to be revisited as learners build proficiency over time. It’s on sale for $35.

Note: The Techdirt Deals Store is powered and curated by StackSocial. A portion of all sales from Techdirt Deals helps support Techdirt. The products featured do not reflect endorsements by our editorial team.

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