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 Jul 06, 2026 · 4 ideas · 4367 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 Wed, 12 Nov 2025 10:00:00 +0000
eSchool News

How CTE inspires long and fulfilling careers

One of the most transformative aspects of Career and Technical Education is how it connects learning to real life. When students understand that what they’re learning is preparing them for long and fulfilling careers, they engage more deeply.

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behavior Wed, 12 Mar 2025 00:04:03 +0000
HN: tutoring

Show HN: TutorFlowAI – Interactive AI Tutoring

I've been working on this project since December and would appreciate any feedback. It allows you to do work on a whiteboard, and then chat with the AI about your work. You can try it now without logging in, though if certain rate limits are hit you may have to input your own API key. Comments URL: https://news.ycombinator.com/item?id=43338529 Points: 1 # Comments: 0

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behavior Wed, 11 Mar 2026 10:00:00 +0000
eSchool News

Key tips to help district leaders use data to improve attendance

Chronic absenteeism has become one of the most pressing challenges facing K-12 education today. According to the American Enterprise Institute, chronic absenteeism rates are leveling out at 23.5 percent, still far above pre-pandemic attendance levels.

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behavior Wed, 11 Feb 2026 10:00:00 +0000
eSchool News

What’s in and out in literacy instruction for 2026

The conversation around literacy instruction has reached a turning point. After decades of debate, we're finally seeing a broad consensus around evidence-based practices--but the challenge now is moving from understanding what works to actually implementing it in classrooms.

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behavior Wed, 10 Jun 2026 20:41:10 +0000
MindShift (KQED)

After Years of Declines, Young Students Show Gains in Reading and Math

Unscathed by pandemic-era school closures, the nation's 9-year-olds showed progress in math and reading. It's a different story for 13-year-olds, however.

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behavior Wed, 10 Jun 2026 20:34:23 +0000
MindShift (KQED)

Shafia Zaloom: Sex Ed and Becoming the Askable Parent

Author Shafia Zaloom shares advice for parents and educators wondering how to navigate authentic conversions with young people.

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behavior Wed, 10 Jun 2026 10:00:34 +0000
MindShift (KQED)

How Does Tracking Children’s Devices Affect the Parents Who Monitor Them?

Living apart is a normal part of life, and parents and children can learn to develop their "trust muscle" by skipping the monitoring.

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behavior Wed, 10 Jun 2026 10:00:00 +0000
eSchool News

Engaging K-12 families over the summer

It’s easy to connect with the families who show up in September already invested: responding to messages, attending events, kids showing up on time. In most cases, building that investment started months or years earlier.

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behavior Wed, 10 Jun 2026 00:00:00 GMT
EdSurge

Podcast: Recess, Screens, and Absenteeism

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behavior Wed, 10 Jun 2026 00:00:00 GMT
EdSurge

Can Schools Afford an AI-First Future?

While some experts suggest AI integration for teaching and learning, schools still have to figure out how to pay for it.

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behavior Wed, 10 Jun 2026 00:00:00 GMT
EdSurge

What My Students Deserve Shouldn’t Be Radical

What New Mexico taught me about caring for children and families.

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behavior Wed, 10 Dec 2025 10:00:00 +0000
eSchool News

How AI can fix PD for teachers

Many teachers have experienced PD sessions that are disorganized, disconnected from practice, or delivered by outsiders who misunderstand the local context.

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behavior Wed, 08 Apr 2026 20:39:22 GMT
EdSurge

Why the Social Media Addiction Case Isn’t Over Yet

INDEFINITE SCROLL: In what legal observers have called social media’s “Big Tobacco Moment,” a jury has found that Meta and Google’s social media app ...

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behavior Wed, 08 Apr 2026 16:55:00 GMT
EdSurge

How Teachers Make Writing Achievable Without Lowering Standards

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behavior Wed, 08 Apr 2026 10:00:00 +0000
eSchool News

Career readiness starts with a critical, undertaught skill: Decision Education

In other words, while technology can generate information and automate tasks, people still need to evaluate options, weigh tradeoffs, and determine what to do next. These are decision-making skills--and demand for them is rising.

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behavior Wed, 08 Apr 2026 09:27:00 GMT
EdSurge

Some Advocates Concerned as States Push for Cameras in Special Education Classrooms

The debate around technology in the classroom typically centers on children’s devices. But what about surveillance technology?

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behavior Wed, 08 Apr 2026 08:00:00 GMT
EdSurge

The Fellowship That Taught Me Good Teaching Doesn’t Require Perfection

The courage to tell my own stories, even the uncomfortable ones, transformed how I show up for my students and for myself.

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behavior Wed, 07 Jan 2026 10:00:00 +0000
eSchool News

Decision Education: A new approach to driving STEM workforce readiness

STEM workforce shortages are a well-known global issue. With demand set to rise by nearly 11 percent in the next decade, today’s students are the solution. They will be the ones to make the next big discoveries, solve the next great challenges, and make the world a better place.

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behavior Wed, 06 May 2026 12:00:00 GMT
EdSurge

ISTE+ASCD Names 2026-27 Voices of Change Fellows

Six educators from across the country are joining the 2026-27 ISTE+ASCD Voices of Change Fellowship to share how schools are navigating AI, digital ...

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behavior Wed, 06 May 2026 10:00:00 +0000
eSchool News

Why so many students struggle in math before learning even begins

In mathematics education, we have long relied on a familiar sequence: introduce vocabulary, demonstrate procedures, and assign practice. For some students, this works well enough.

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behavior Wed, 05 Nov 2025 10:00:00 +0000
eSchool News

Room to grow: Creating a classroom built for success

For decades, curriculum, pedagogy, and technology have evolved to meet the changing needs of students. But in many schools, the classroom environment itself hasn’t kept pace.

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behavior Wed, 04 Mar 2026 10:00:00 +0000
eSchool News

Nearly half of high school students now use AI in college search

AI is transforming the way students discover, evaluate, and choose colleges, according to a national survey of more than 5,000 high school students conducted by education company EAB.

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behavior Wed, 04 Feb 2026 10:00:00 +0000
eSchool News

How early cognitive training leads to lifelong brain strength

As we continue to make strides in understanding the brain--its strengths and weaknesses, how it develops, and its incredible potential--one idea has continued to strike conversation: the profound benefits of cognitive training.

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behavior Wed, 03 Jun 2026 19:09:48 GMT
EdSurge

What to Do About AI? Begin by Talking About It

There are no easy answers about AI implementation in schools. These questions can help you and your students start a conversation.

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behavior Wed, 03 Jun 2026 10:00:00 +0000
eSchool News

Data alone doesn’t determine school success–leaders who know how to use it do

Educators often see recommendations, dashboards, and strategic plans labeled as “data-backed,” as if the numbers themselves drive outcomes. The truth is that data alone cannot make decisions or explain why students struggle or programs succeed.

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behavior Wed, 03 Jun 2026 08:00:00 GMT
EdSurge

I’m Trying to Teach Humanity Before It Disappears

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behavior Wed, 03 Dec 2025 10:00:00 +0000
eSchool News

From fragmented to family-first: Our district’s communication reboot

In Greenwood 50, our story began with a challenge shared by many districts: too many tools, not enough connection. With more than 8,000 students across 15 schools, our family engagement efforts felt more fractured than unified.

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behavior Wed, 01 Jul 2026 12:19:18 +0000
District Admin

Education Dept. threatens to cut funds for Kansas school district over transgender policies

The Education Department alleged that Kansas City, Kansas Public Schools' policy not to disclose a student's transgender status ​even to parents violated the Family Educational Rights ⁠and Privacy Act. The post Education Dept. threatens to cut funds for Kansas school district over transgender policies appeared first on District Administration .

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behavior Wed, 01 Jul 2026 12:10:01 +0000
District Admin

St. Louis Public Schools could close up to 22 schools in 2027, according to new draft plan

The "Future Ready SLPS" report outlines an overhaul of the city’s public school system in the face of decades of declining enrollment and ballooning costs of salaries, benefits and transportation along with aging infrastructure that is proving too expensive to maintain. The post St. Louis Public Schools could close up to 22 schools in 2027, according to new draft plan appeared first on District Administration .

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behavior Wed, 01 Jul 2026 10:00:00 +0000
eSchool News

The hidden curriculum gap

A post-graduation readiness report by YouScience found that the majority of graduating high school seniors lack confidence in their post-graduation plans, including choosing a college, paying for it, pursuing a career pathway, evaluating a job offer, and assessing which risks are worth taking. These types of decisions affect all students, regardless of zip code, ethnicity, or gender.

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behavior Wed, 01 Jul 2026 04:11:28 +0000
MindShift (KQED)

Key to Helping Boys in School: Make Them Feel Safe to be Themselves

Experts say that programming to boost belonging and offer more social-emotional support for boys may be one key to closing the academic gender gap.

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behavior Wed, 01 Jul 2026 00:00:00 GMT
EdSurge

Podcast: Can an Algorithm Replace a Teacher’s Instinct?

Two teachers learn what happens when they trust a tool to solve a problem.

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behavior Wed, 01 Jan 2025 20:56:40 +0000
HN: tutoring

Chess Tutoring in the Age of ChatGPT

Article URL: https://interwebalchemy.com/posts/building-a-chess-tutor/ Comments URL: https://news.ycombinator.com/item?id=42569222 Points: 1 # Comments: 0

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behavior Wed, 01 Apr 2026 11:49:49 GMT
EdSurge

I Tell My Students Writing Is Hard. I Still Ask Them to Do It Anyway.

THE BEAUTIFUL BURDEN OF HARD WORK: Poet and educator katie wills evans, an EdSurge Voices of Change fellow during the 2022-2023 school year, ...

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behavior Wed, 01 Apr 2026 10:00:00 +0000
eSchool News

A viral case against screens in schools is winning converts. Does the evidence hold up?

Schools have been struggling for nearly a decade with stagnant or declining test scores. Some have blamed external factors like the pandemic or children’s screen use outside of school.

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behavior Tue, 31 Mar 2026 10:00:00 +0000
eSchool News

5 secrets to stronger high school connections

I’ve been a principal for 14 years, during which time I served as the leader of an alternative school, an early college, and a large middle school. Through it all I’ve seen firsthand just how anxious families get during school transitions at every stage of the game.

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behavior Tue, 30 Jun 2026 12:28:46 +0000
District Admin

Across West Virginia, public schools are closing. Communities are feeling the loss.

Across West Virginia, public schools are rapidly closing. Political leaders are cutting taxes and funneling hundreds of millions of taxpayer money into a school voucher program, while wringing their hands about local school financial struggles. The post Across West Virginia, public schools are closing. Communities are feeling the loss. appeared first on District Administration .

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behavior Tue, 30 Jun 2026 12:19:30 +0000
District Admin

New law allows NH voters to veto school administrator pay increases

The state's school administrative units will soon be required to craft their own budgets and voters will be empowered to vote down those budgets, under a law that Republicans hope will help drive down K12 costs. The post New law allows NH voters to veto school administrator pay increases appeared first on District Administration .

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behavior Tue, 30 Jun 2026 10:00:00 +0000
eSchool News

Outcomes-based partnerships and accountability are the future of education

The answer to stagnating test scores is not adopting technology that has never demonstrated any ability to move test scores. Educators have to finally recognize that hope is not a strategy and cease rewarding vendors who show up without RCTs and rigorous validation.

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behavior Tue, 30 Dec 2025 10:00:00 +0000
eSchool News

25 predictions about AI and edtech

As generative AI technologies evolve, educators are moving away from fears about AI-enabled cheating and are embracing the idea that AI can open new doors for teaching and learning.

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behavior Tue, 28 Oct 2025 10:00:00 +0000
eSchool News

Why busy educators need AI with guardrails

In the growing conversation around AI in education, speed and efficiency often take center stage, but that focus can tempt busy educators to use what’s fast rather than what’s best.

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behavior Tue, 28 Oct 2025 01:55:57 +0000
HN: online learning

A new online HTML/CSS editor and viewer for learning HTML and CSS

Article URL: https://www.codepuzzle.io/html-studio/2RC7MY56 Comments URL: https://news.ycombinator.com/item?id=45728493 Points: 1 # Comments: 0

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behavior Tue, 28 May 2024 15:41:21 +0000
HN: online learning

Online Learning with Optimism and Delay

Article URL: https://papertalk.org/papertalks/31999 Comments URL: https://news.ycombinator.com/item?id=40501840 Points: 1 # Comments: 0

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behavior Tue, 28 Apr 2026 10:00:00 +0000
eSchool News

When AI does the work, who does the learning?

AI is rapidly reshaping education, but not always in ways that support learning. A growing number of AI tools promise to “help” students by doing assignments, writing papers, solving problem sets, or even completing exams automatically.

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behavior Tue, 27 Jan 2026 10:00:00 +0000
eSchool News

2026 prediction: AI may unleash the most entrepreneurial generation we’ve ever seen

Picture someone sitting at a kitchen table after the kids are finally in bed, laptop open, half-drunk mug of herbal tea nearby. For years, she has had a vague idea for a business--custom curriculum design for small learning pods, for example, or a micro-studio creating bespoke art for local nonprofits.

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behavior Tue, 26 May 2026 10:00:00 +0000
eSchool News

When it comes to absenteeism, the real work begins in summer

Every June, once the last bus leaves and the halls go quiet, I get the strong desire to take a deep breath and to allow the pressure of the previous school year to subside and let the slower pace of summer settle in.

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behavior Tue, 25 Nov 2025 10:00:00 +0000
eSchool News

Resilient learning begins with Zero Trust and cyber preparedness

The U.K.’s Information Commissioner’s Office (ICO) recently warned of a surge in cyberattacks from “insider threats”--student hackers motivated by dares and challenges--leading to breaches across schools.

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behavior Tue, 24 Mar 2026 19:49:00 GMT
EdSurge

National Survey of Parents Identifies Barriers to Family Well-Being

Money woes continue to confound middle- and lower-income families and keep them from even the simplest benefits, such as spending more time together, ...

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behavior Tue, 24 Mar 2026 13:39:00 GMT
EdSurge

Screens in Schools: What the New Screen-Time Debate Means for Educators

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behavior Tue, 24 Mar 2026 10:00:00 +0000
eSchool News

Taking a deeper look at students’ well-being

The dominant narrative around today’s students is bleak: declining test scores, post-pandemic learning loss, and widespread concerns about student behavior and mental health.

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