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Texas is replacing thousands of human exam graders with AI

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Texas is replacing thousands of human exam graders with AI

Students in Texas taking their state-mandated exams this week are being used as guinea pigs for a new artificial intelligence-powered scoring system set to replace a majority of human graders in the region.

The Texas Tribune reports an “automated scoring engine” that utilizes natural language processing — the technology that enables chatbots like OpenAI’s ChatGPT to understand and communicate with users — is being rolled out by the Texas Education Agency (TEA) to grade open-ended questions on the State of Texas Assessments of Academic Readiness (STAAR) exams. The agency is expecting the system to save $15–20 million per year by reducing the need for temporary human scorers, with plans to hire under 2,000 graders this year compared to the 6,000 required in 2023.

“We wanted to keep as many constructed open-ended responses as we can, but they take an incredible amount of time to score.”

The STAAR exams, which test students between the third and eighth grades on their understanding of the core curriculum, were redesigned last year to include fewer multiple-choice questions. It now contains up to seven times more open-ended questions, with TEA director of student assessment Jose Rios saying the agency “wanted to keep as many constructed open-ended responses as we can, but they take an incredible amount of time to score.”

According to a slideshow hosted on TEA’s website, the new scoring system was trained using 3,000 exam responses that had already received two rounds of human grading. Some safety nets have also been implemented — a quarter of all the computer-graded results will be rescored by humans, for example, as will answers that confuse the AI system (including the use of slang or non-English responses).

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While TEA is optimistic that AI will enable it to save buckets of cash, some educators aren’t so keen to see it implemented. Lewisville Independent School District superintendent Lori Rapp said her district saw a “drastic increase” in constructed responses receiving a zero score when the automated grading system was used on a limited basis in December 2023. “At this time, we are unable to determine if there is something wrong with the test question or if it is the new automated scoring system,” Rapp said.

AI essay-scoring engines are nothing new. A 2019 report from Motherboard found that they were being used in at least 21 states to varying degrees of success, though TEA seems determined to avoid the same reputation. Small print on TEA’s slideshow also stresses that its new scoring engine is a closed system that’s inherently different from AI, in that “AI is a computer using progressive learning algorithms to adapt, allowing the data to do the programming and essentially teaching itself.”

The attempt to draw a line between them isn’t surprising — there’s no shortage of teachers despairing online about how generative AI services are being used to cheat on assignments and homework. The students being graded by this new scoring system may have a hard time accepting how they believe “rules for thee and not for me” are being applied here.

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Meta’s glasses will turn off the camera if you tamper with the privacy light

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Meta’s glasses will turn off the camera if you tamper with the privacy light

Amid public backlash over its smart glasses, Meta announced that it will be updating its glasses with a new feature that will disable the camera when it detects that someone has tampered with or destroyed the glasses’ privacy LED light. The update is meant to address modders who have taken actions such as physically drilling into the LED light.

Meta has previously tried to discourage tampering with the LED light. For example, starting with its second generation glasses, blocking the light with tape or other objects will trigger a prompt asking users to uncover the recording light. However, many modders have found various workarounds for that particular measure.

Meta’s VP of wearables Alex Himel told The Verge that the privacy-focused update was on the way a few weeks ago after launching cheaper Meta Glasses without Ray-Ban branding. At the time, Himel acknowledged that the company was aware of increasing misuse alongside wider adoption of the devices.

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Discord accidentally banned over 8,000 people for posting grids and other ‘benign’ images

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Discord accidentally banned over 8,000 people for posting grids and other ‘benign’ images

Stanislav Vishnevskiy, Discord co-founder and chief technology officer, writes that the bug impacted around 200 users who posted “grid-like” pictures, in addition to about 8,000 people who posted “other benign images” since May 2026. “Everyone affected has now been unbanned,” Vishnevskiy says.

In a thread on X, Discord writes that its safety system is designed to flag content by “matching it against known harmful material.” This system can produce “false positives,” Discord explains, which is when an employee would step in to review the flagged content. But instead of just temporarily preventing the account from uploading content during the review, a glitch led its system to ban users entirely.

“When our staff reviewed and cleared those accounts, the same bug prevented the ban from being lifted automatically, so it just stayed in place,” Discord says.

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Hoto’s PixelDrive screwdriver is down to $60, matching its best price

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Hoto’s PixelDrive screwdriver is down to , matching its best price

If your Prime Day purchases included a new desk, TV stand, bookshelf, or other furniture you still haven’t assembled, Hoto’s PixelDrive cordless screwdriver can help speed up the process. It’s currently on sale for $59.99 ($20 off) at Amazon, matching its best price to date.

From tightening loose screws on furniture to repairing electronics, the PixelDrive is designed to handle a wide range of household projects. Hoto includes 30 screwdriver bits that cover many of the most common screw types, all neatly organized in a small cylindrical case. It also offers six adjustable torque settings, allowing you to use less power when working with fragile electronics or increase it when putting together a desk, bookshelf, TV stand, or other furniture. You can also switch between a slower 80RPM mode for more precise work and a faster 200RPM mode with the press of a button.

Hoto also added several features that make assembling projects a little easier. A built-in display lets you quickly check your current torque setting and remaining battery life, while an integrated LED light helps illuminate dim spaces, whether you’re working under a desk or inside a cabinet. The rechargeable 2,000mAh battery also charges over USB-C, so you won’t need to keep buying disposable batteries.

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