EdTech Discovery
Argus

Named after the hundred-eyed watchman of Greek myth, Argus watches the education landscape: spotting new opportunities, pressure-testing the ventures we're building, and tracing every read back to the real-world signals behind it.

Updated Aug 31, 2026 · 36 ideas · 18349 signals
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Signals

The evidence library: the raw signals the pipeline is watching across the education ecosystem. Every idea is built from these.

behavior Thu, 13 Aug 2026 09:15:00 +0000
Getting Smart

Voiceless Collegiality: When Getting Along Gets in the Way of School Leadership

When a leadership team meeting ends with everyone offering to help but no one agreeing to lead, something important has gone wrong beneath the surface. In this sharp, diagnostic piece, education leadership professor Andy Szeto names a pattern hiding in plain sight: voiceless collegiality, the organizational silence that masquerades as team harmony. Szeto identifies three distinct types of silence eroding school effectiveness and offers concrete shifts for leadership teams ready to trade comfort for clarity. The post Voiceless Collegiality: When Getting Along Gets in the Way of School Leadership appeared first on Getting Smart .

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behavior Thu, 13 Aug 2026 00:00:00 GMT
EdSurge

On AI Policy, Students Have Plenty to Say

At a gathering in Boston, ‘student senators’ proposed a first-of-its-kind national AI policy for K-12 classrooms.

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behavior Thu, 12 Mar 2026 10:00:00 +0000
eSchool News

The AI-resistant classroom is a myth: Designing assessments that assume AI is present

Artificial intelligence is no longer approaching the classroom--it is already embedded in it. Students are using generative tools to brainstorm, summarize, translate, draft, and revise.

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behavior Thu, 12 Feb 2026 10:00:00 +0000
eSchool News

A quicker climb up the literacy mountain: Why rigor and efficiency matter in early reading

In early literacy, the goal is simple but urgent: Help students become independent readers and writers. Every instructional decision we make either moves them closer to that goal or keeps them circling the mountain instead of climbing it.

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behavior Thu, 11 Jun 2026 10:00:00 +0000
HealthLeaders

Infographic: The Reality of Nursing Turnover in 2026

Turnover rates among nurses are holding steady, according to new data. Nursing turnover is always a point of contention for CNOs as they try to build a sustainable workforce. In 2026, RN turnover remains sitting at about 17%, which is the same as last year, according to Press Ganey's State of Nursing 2026 report. Gen Z and Millennials have the highest turnover rates, with Gen Z sitting at 22% and Millennials at 21%. Jeff Doucette , CNO at Press Ganey, previously told HealthLeaders the reason Gen Z nurses are leaving the workforce has to do with unmet needs, centering around purpose, support, and alignment with their organizations. "Gen Z clinical nurses generally have less [of a] feeling of psychological safety and they are experiencing significant cognitive overload and administrative burden, but they are less tolerant of the dysfunction that many of us have just learned to live with in healthcare environments," Doucette said. Here are some facts and figures that CNOs should know from

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behavior Thu, 11 Jun 2026 10:00:00 +0000
eSchool News

The hidden skill many kids are losing

Once upon a time. For generations, those four words were an invitation. Children leaned in because a story was beginning. They would listen closely, follow the characters, and stay with the plot until the end.

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behavior Thu, 11 Jun 2026 00:00:00 GMT
EdSurge

What TikTok Is Teaching Future Teachers (That We Aren’t)

A new educational epistemology for today's teachers.

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behavior Thu, 11 Dec 2025 10:00:00 +0000
eSchool News

A smarter path to standards-based success: How Superior Public Schools united curriculum and data

Creating consistency between classrooms and ensuring curriculum alignment school-wide can be challenging, even in the smallest of districts. Every educator teaches--and grades--differently based on their experience and preferences, and too often, they’re forced into a solution that no longer respects their autonomy or acknowledges their strengths.

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behavior Thu, 09 Jul 2026 19:59:45 +0000
MindShift (KQED)

Under a New Federal Rule, Colleges Must Leave Grads Better Off or Lose Financial Aid

If an undergraduate program's graduates don't earn more than workers who never went to college, that program could be cut off from federal student loans. But is a degree just about making more money?

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behavior Thu, 09 Jul 2026 13:46:15 +0000
District Admin

Most states fail to meet IDEA requirements, feds say

Just 20 states earned a “meets requirements” designation from the Education Department this year for serving students with disabilities ages 3 to 21 under the Individuals with Disabilities Education Act. The post Most states fail to meet IDEA requirements, feds say appeared first on District Administration .

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behavior Thu, 09 Jul 2026 13:31:47 +0000
District Admin

Attendance, Enrollment, and Equity Answers Hiding in Your Transportation Data

Date & Time: Thursday, August 06, 2026 at 2 p.m. ET In this webinar, learn the key takeaways from a report suggesting that transportation teams are sitting on information that could directly connect to whether students show up to class, whether families choose your schools, and whether your most vulnerable students, such as those experiencing homelessness or with IEPs, are getting the access the law requires. The post Attendance, Enrollment, and Equity Answers Hiding in Your Transportation Data appeared first on District Administration .

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behavior Thu, 09 Jul 2026 10:00:00 +0000
eSchool News

Schools need behavioral assessments to fight chronic absenteeism

Our schools face a paradoxical challenge: chronic absenteeism, which is being treated as an attendance problem, actually isn’t.

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behavior Thu, 09 Jul 2026 10:00:00 +0000
eSchool News

Schools need SEL assessments to fight chronic absenteeism

Our schools face a paradoxical challenge: chronic absenteeism, which is being treated as an attendance problem, actually isn’t.

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behavior Thu, 09 Jul 2026 00:00:00 GMT
EdSurge

I Built the Chemistry Platform I Needed in My Own Classroom

What would chemistry look like if students could do more than read about it?

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behavior Thu, 09 Apr 2026 14:01:24 +0000
HN: tutoring

DeepTutor: Agent-Native Personalized Tutoring

Article URL: https://github.com/HKUDS/DeepTutor Comments URL: https://news.ycombinator.com/item?id=47703911 Points: 2 # Comments: 0

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behavior Thu, 09 Apr 2026 10:00:00 +0000
eSchool News

It’s time to rewrite math standards for the future–and to stop expecting AI to do it for us

While nearly every industry is racing to integrate artificial intelligence, most schools are still teaching high school math the way it’s been done for decades--rooted in instructional material that is abstract, disconnected, and detached from the world students actually live in.

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behavior Thu, 08 Jan 2026 10:00:00 +0000
eSchool News

We built evaluation for accountability–now it’s time to build it for growth

Teacher evaluations have been the subject of debate for decades. Breakthroughs have been attempted but rarely sustained. Researchers have learned that context, transparency, and autonomy matter.

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behavior Thu, 07 May 2026 20:07:40 GMT
EdSurge

Screen Time Concerns Lead to Backlash Against Edtech Vetting Process

SCHOOL SOFTWARE SCRUTINY: Legislators have pushed back against cellphones in the classroom but are now focused on ensuring school software on devices ...

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behavior Thu, 07 May 2026 15:06:01 +0000
HN: online learning

Show HN: RVW – A transformer model capable of online continual learning

Article URL: https://zenodo.org/records/20064618 Comments URL: https://news.ycombinator.com/item?id=48050336 Points: 1 # Comments: 0

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behavior Thu, 07 May 2026 10:00:00 +0000
eSchool News

Oracy is the missing link for multilingual learners

For multilingual learners, language is not just a subject to be learned--it is the very medium through which they access the curriculum.

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behavior Thu, 07 Aug 2025 14:47:11 +0000
HN: online learning

What would convince you to try a new way of learning online?

Article URL: https://pagezero.ai Comments URL: https://news.ycombinator.com/item?id=44825187 Points: 2 # Comments: 3

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behavior Thu, 06 Nov 2025 10:00:00 +0000
eSchool News

More parents are homeschooling–and turning to podcasts for syllabus support

A revolution quietly underway in American education: the rise of homeschooling. In the past decade, there’s been a 61 percent increase in homeschool students across the United States, making it the fastest growing form of education in the country.

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behavior Thu, 06 Aug 2026 13:45:05 +0000
District Admin

When a Texas school police officer got ‘riled up’ over a defiant teen

The incident, one of thousands of times that school officers in Texas have used physical force in recent years, underscores long-held concerns about policing in schools. The post When a Texas school police officer got ‘riled up’ over a defiant teen appeared first on District Administration .

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behavior Thu, 06 Aug 2026 13:41:49 +0000
District Admin

Presidential prospect Glenn Youngkin launches group focused on education policy

The former governor of Virginia is targeting several battleground states with an ad campaign promoting President Donald Trump’s federal school choice program. The post Presidential prospect Glenn Youngkin launches group focused on education policy appeared first on District Administration .

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behavior Thu, 06 Aug 2026 10:00:00 +0000
eSchool News

The grading paradox: Better data is key to understanding real subject mastery

There’s a confusing trend going on in the nation’s classrooms: While national test scores have dropped to levels not seen in decades, average high school GPAs are actually climbing.

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behavior Thu, 05 Mar 2026 11:16:00 +0000
eSchool News

In districts, reaching readiness, retention, and success

It's critical that schools create an environment where students thrive and teachers and staff feel supported and empowered.

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behavior Thu, 05 Feb 2026 10:00:00 +0000
eSchool News

New research challenges fears about AI in the classroom

Rather than replacing student thinking, when teachers design and guide AI experiences, the technology is most often used to deepen critical thinking and strengthen instruction

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behavior Thu, 04 Jun 2026 10:00:00 +0000
eSchool News

Will schools answer the Canvas breach’s wake-up call?

The recent Instructure/Canvas breach should be a wake-up call for every school and university relying on third-party platforms to power teaching and learning.

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behavior Thu, 04 Jun 2026 09:15:00 +0000
Getting Smart

What If School Offered More? The Case for Community Schools

Community schools boost student success by connecting learning with mental health, family support, and local community resources. The post What If School Offered More? The Case for Community Schools appeared first on Getting Smart .

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behavior Thu, 04 Dec 2025 10:00:00 +0000
eSchool News

4 ways AI can make your PD more effective

If you lead professional learning, whether as a school leader or PD facilitator, your goal is to make each session relevant, engaging, and lasting. AI can help you get there by streamlining prep, differentiating for diverse learners, combining follow-ups with accessibility for absentees, and turning feedback into actionable improvements.

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behavior Thu, 03 Sep 2026 21:09:23 +0000
Getting Smart

Student Voice, All Grown Up

Keaton Wadzinski has been on both sides of the student voice equation — as a young person who was sometimes tokenized, sometimes genuinely empowered, and as an adult now designing the conditions for youth agency to flourish. In this deeply personal and strategically rich essay, he challenges education leaders to move beyond advisory committees and symbolic inclusion toward something far more honest and far more powerful. This is essential reading for any leader who believes young people deserve a real role in shaping the future of learning. The post Student Voice, All Grown Up appeared first on Getting Smart .

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behavior Thu, 03 Sep 2026 15:30:05 -0700
Nurse.org

Virginia Nursing Students Could Get Paid for Clinical Work Under New $4.8M Grants

Nursing students in Virginia may soon get paid while completing the clinical training they are already required to do, under a new state grant program. The Virginia Nursing Workforce Center…

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behavior Thu, 03 Sep 2026 15:30:05 -0700
Nurse.org

Virginia Nursing Students Could Get Paid for Clinical Work Under New $4.8M Grants

Nursing students in Virginia may soon get paid while completing the clinical training they are already required to do, under a new state grant program. The Virginia Nursing Workforce Center…

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behavior Thu, 03 Sep 2026 12:57:37 -0700
Nurse.org

AI Should Work for Nurses, Not the Other Way Around

Editor's note: The author is Chief Nursing Officer of the American Nurses Enterprise, whose AI training initiative is discussed in this article. Nurse.org received no compensation for this article. Artificial…

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behavior Thu, 03 Sep 2026 12:57:37 -0700
Nurse.org

AI Should Work for Nurses, Not the Other Way Around

Editor's note: The author is Chief Nursing Officer of the American Nurses Enterprise, whose AI training initiative is discussed in this article. Nurse.org received no compensation for this article. Artificial…

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behavior Thu, 03 Sep 2026 11:32:58 +0000
District Admin

Most Texas voucher recipients were already enrolled in private school

The data undercuts a major argument for the vouchers—that they would chiefly help Texans hoist their kids out of failing public schools. The post Most Texas voucher recipients were already enrolled in private school appeared first on District Administration .

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behavior Thu, 03 Sep 2026 10:00:00 +0000
eSchool News

Building an everyday equitable practice for AI in schools

AI technology is advancing rapidly in schools, but research is increasingly showing that Large Language Models (LLMs) lack the common sense, morality, and knowledge of individual classroom dynamics needed to be truly equitable.

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behavior Thu, 03 Sep 2026 00:00:00 GMT
EdSurge

Hundreds of Thousands of Eligible Kids Are Waiting for Childcare Assistance

A nationwide investigation reveals massive waitlists for government-funded childcare assistance, leaving low-income families stranded without essential ...

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behavior Thu, 02 Jul 2026 10:00:00 +0000
eSchool News

Science achievement is not a one-year event

District leaders are under increasing pressure to improve science achievement while balancing competing priorities, staffing challenges, instructional demands, and accountability expectations.

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behavior Thu, 02 Jan 2025 15:10:59 +0000
HN: tutoring

Ask HN: What should I with the content of my previous Math Tutoring Startup?

Hi HN. My name is Jurgen. I'm the Co-Founder and CTO of amy.app About one year ago we couldn't secure any more funding and had to shut down the company after 7 years. During that time, our content team generated about 25000 math exercises. Each exercise has a step by step solution. Furthermore for each step it includes pedagogically valuable mistakes students might make. Given that content is pedagogically sound and human curated it might be useful to someone. It could be used for things like AI training (after all it resembles a chat) or for creating individual math exercise to print them on paper. If anyone has some pointers I would love to hear them - Here is a content explorer: https://curriculum.amy.app/ToM (this does not includes the mistakes part) - That's the landing page: https://www.amy.app (you can try it by click the demo button) - This is an SAT specific version: https://sat.amy.app Please find my contacts in my HN profile. Thanks again! Comments URL: https://news.ycombina

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behavior Thu, 02 Apr 2026 10:00:00 +0000
eSchool News

College readiness starts in kindergarten: Why rethinking K–12 math is the key

When Senator Bill Cassidy recently questioned whether K–12 systems are adequately preparing students for college-level math, he touched a nerve in the national conversation.

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behavior Thu, 02 Apr 2026 08:34:00 GMT
EdSurge

Too Many Tools, Not Enough Impact: Districts Rethink Their Edtech Stacks

QUALITY OVER QUANTITY: A re-examination of digital tools was already underway in districts, as part of curriculum reviews and budget trimming after ...

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behavior Thu, 01 Jan 2026 10:00:00 +0000
eSchool News

49 predictions about edtech, innovation, and–yes–AI in 2026

As K-12 schools prepare for 2026, edtech and innovation are no longer driven by novelty--it’s driven by necessity. District leaders are navigating tighter budgets, shifting enrollment, rising cybersecurity threats, and an urgent demand for more personalized, future-ready learning.

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behavior Sun, 30 Aug 2026 00:00:00 -0700
Nurse.org

2026 Nurse Strikes: Complete List of Active and Planned Strikes

Image: NJ.com This tracker is the live front end of a larger Nurse.org project we're calling Nurse Strike Intelligence. Nurse walkouts are rising fast, but the reporting on them is…

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behavior Sun, 30 Aug 2026 00:00:00 -0700
Nurse.org

2026 Nurse Strikes: Complete List of Active and Planned Strikes

Image: NJ.com This tracker is the live front end of a larger Nurse.org project we're calling Nurse Strike Intelligence. Nurse walkouts are rising fast, but the reporting on them is…

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behavior Sun, 28 Jun 2026 16:27:59 +0000
MindShift (KQED)

Will the New Student Loan Limits Actually Drive Down Tuition? Economists Weigh In

The idea that there's a connection between federal student loans and what colleges charge dates back almost four decades. But it's unclear that link can lead to lower costs.

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behavior Sun, 28 Jun 2026 00:00:00 GMT
EdSurge

ISTE+ASCD is Now the International Society for Transforming Education

The education nonprofit drops its combined acronym for a unified brand.

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behavior Sun, 26 Jul 2026 21:57:15 +0000
MindShift (KQED)

ADHD Looks Different in Girls and Women, Posing Unique Health Risks

For decades, ADHD was viewed as a childhood condition that mostly affected boys. Researchers now know ADHD manifests differently in girls, but many still go undiagnosed until adulthood.

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behavior Sun, 19 Jul 2026 00:00:00 GMT
EdSurge

These Hip-Hop Artists Were Already Teaching

A new degree program credentials hip-hop artists to bring communal, real-world learning to the classroom.

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behavior Sun, 19 Jan 2025 05:30:40 +0000
HN: tutoring

Five Recent AI Tutoring Studies

Article URL: https://arjunpanickssery.substack.com/p/five-recent-ai-tutoring-studies Comments URL: https://news.ycombinator.com/item?id=42753993 Points: 2 # Comments: 0

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