Learning Ecosystems

Earning a degree behind bars is difficult. Finding housing after release can be harder. [West]

On 02/21/2026, in colleges, community colleges, higher education, society, sociology, United States, universities, by Daniel Christian

Earning a degree behind bars is difficult. Finding housing after release can be harder. — from college-inside.beehiiv.com by Charlotte West
Some prison education programs are expanding their services to provide their alumni with a place to live alongside job assistance and other support.

Short on time? Here’s what you need to know:

The number of people coming home from prison with college degrees is expected to increase with the return of Pell Grants. Recognizing that housing underpins successful reentry, some prison education programs are expanding their services. College Inside visited Hudson Link in New York State.
In a first-person essay we published last year, incarcerated writer Kwaneta Harris asks: how can prisons celebrate Black History Month while banning the very books that tell Black history?

Several items re: AI in our learning ecosystems

On 02/21/2026, in 21st century, 24x7x365 access, adjunct faculty, Artificial Intelligence/Agents/LLMs/and Related, bots, business, change, colleges, communities of practice, community colleges, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, education technology, emerging technologies, ethics, experimentation, faculty/staff, future, future of higher education, game-changing environment, generational differences, higher education, human-computer interaction (HCI), informal learning, innovation, instructional design, intelligent systems, intelligent tutoring, learning, learning agents, learning ecosystem, Learning Experience Design, Open AI, organizational change, pace of change, platforms, skills, society, tools, training / L&D, United States, vendors, workplace, by Daniel Christian

“But what’s happening right now is exponential.” — from linkedin.com by Josh Cavalier

Excerpt:

I need to be honest with you. I’ve been running experiments this week with Claude Code and Opus 4.6, and we have reached the precipice in the collapse of time required to produce high-quality text-based ID outputs.

This includes performance consulting reports, learning needs analyses, action mapping, scripts, storyboards, facilitator guides, rubrics, and technical specs.

I just mapped the entire performance consulting process into a multimodal AI integration architecture (diagram image). Every phase. Entry and contracting. Performance analysis. Cause analysis. Solution design. Implementation. Evaluation. Thirty files. System specifications for each. The next step is to vet out each “skill” with an expert performance consultant.

Then I attempted a learning output: an 8-module course built with a cognitive scaffold that moves beyond content delivery to facilitate deliberate practice, meaning-making, and guided reflection within the learner’s own context.

The result:

AI and human-centered learning — from linkedin.com by Patrick Blessinger

Democratizing opportunities

AI adaptive learning can adapt learning in real-time. These tools have the potential to provide a more personalized learning experience, but only if used properly.

The California State University system uses ChatGPT Edu (OpenAI, 2025). Students use it for AI-assisted tutoring, study aids, and writing support. These resources provide 24/7 availability of subject-matter expertise tailored to students’ learning needs. It is not a replacement for professors. Rather, it extends the reach of mentorship by reducing access barriers.

However, we must proceed with intellectual humility and ethical responsibility. Even though AI can customize messages, it cannot replace the encouragement of a teacher or professor, or the social and emotional aspects of learning. It’s at the intersection of humanistic values and knowledge development that education must find its balance.

See the Best of Nearly Half a Million Entries to the Sony World Photography Awards [Mothes]

On 02/21/2026, in art, creativity, digital photography, photography, by Daniel Christian

See the Best of Nearly Half a Million Entries to the Sony World Photography Awards — from thisiscolossal.com by Kate Mothes & various others

For its 19th edition, the Sony World Photography Awards welcomed over 430,000 submissions for its Open competition from photographers in more than 200 countries and territories around the globe. Ten categories, ranging from portraiture to landscapes to travel, encompass the staggering breadth and beauty of nature and society captured throughout 2025.
.

Also see:

Journey Through Autumn and Winter in Robinsson Cravents’ Hand-Drawn ‘Yosemite’ — from thisiscolossal.com by Grace Ebert

Some Scripture/wisdom for us

On 02/21/2026, in ethics, faith, global, hearts -- matters of the heart, morals/values, relationships, religion, by Daniel Christian

Proverbs 17:7

Eloquent lips are unsuited to a godless fool—how much worse lying lips to a ruler!

Ephesians 3:12

In him and through faith in him we may approach God with freedom and confidence.

1 John 4:10

This is love: not that we loved God, but that he loved us and sent his Son as an atoning sacrifice for our sins.

Psalm 119:64

The earth is filled with your love, Lord; teach me your decrees.

Centering work-based learning on the 4 As—authenticity, aspiration, ability, agency — from explore.gpsed.org

In the rush to expand work-based learning (WBL), it is easy to focus on the “placement”—the logistics of getting a student into a workplace. But a placement alone isn’t a strategy. If an experience doesn’t help a student build the internal capacity to navigate their own future, we are simply checking a box.

At GPS Ed, we believe WBL is most powerful when viewed as a sequenced journey of career literacy. It starts with early awareness and exploration, giving students the chance to “try on” different roles, and scales up to intensive, hands-on experiences. By centering this journey on the 4 As—authenticity, aspiration, ability, agency—we ensure that the time invested by students, schools, and employers yields a lifelong return.

Also see:

What high-quality WBL actually means: the 4 As (with examples)

Something Big is Happening [Shumer] + reflections on it by the BIG Questions Institute

On 02/18/2026, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, bots, career development, change, changing business models, cloud-based computing / apps / other cloud-related, corporate / business world, creativity, curriculum, dangers of the status quo, design, disruption, education, emerging technologies, experimentation, future, future of higher education, game-changing environment, generational differences, graphics, health, K-12 related, law schools, leadership, learning ecosystem, Learning Experience Design, lifelong learning, pace of change, productivity / tips and tricks, professional development, reinvent, skills, society, sociology, staying relevant, strategy, student-related, surviving, teachers, trends, United States, writing, youth, by Daniel Christian

Something Big Is Happening — from shumer.dev by Matt Shumer; see below from the BIG Questions Institute, where I got this article from

I’ve spent six years building an AI startup and investing in the space. I live in this world. And I’m writing this for the people in my life who don’t… my family, my friends, the people I care about who keep asking me “so what’s the deal with AI?” and getting an answer that doesn’t do justice to what’s actually happening. I keep giving them the polite version. The cocktail-party version. Because the honest version sounds like I’ve lost my mind. And for a while, I told myself that was a good enough reason to keep what’s truly happening to myself. But the gap between what I’ve been saying and what is actually happening has gotten far too big. The people I care about deserve to hear what is coming, even if it sounds crazy.

…
They’ve now done it. And they’re moving on to everything else.

The experience that tech workers have had over the past year, of watching AI go from “helpful tool” to “does my job better than I do”, is the experience everyone else is about to have. Law, finance, medicine, accounting, consulting, writing, design, analysis, customer service. Not in ten years. The people building these systems say one to five years. Some say less. And given what I’ve seen in just the last couple of months, I think “less” is more likely.
…

The models available today are unrecognizable from what existed even six months ago. The debate about whether AI is “really getting better” or “hitting a wall” — which has been going on for over a year — is over. It’s done. Anyone still making that argument either hasn’t used the current models, has an incentive to downplay what’s happening, or is evaluating based on an experience from 2024 that is no longer relevant. I don’t say that to be dismissive. I say it because the gap between public perception and current reality is now enormous, and that gap is dangerous… because it’s preventing people from preparing.

What “Something Big Is Happening” Means for Schools — from/by the BIG Questions Institute
Matt Shumer’s newsletter post Something Big is Happening has been read over 80 million times within the week when it was published, on February 9.
…
Still, it’s worth reading Shumer’s post. Given the claims and warnings in Something Big Is Happening (and countless other articles), how would you truly, honestly respond to these questions:

What will the purpose of school be in 5 years?
What are we doing now that we must leave behind right away?
What can we leave behind gradually?
What does rigor look like in this AI-powered world?
Does our strategy look like making adjustments at the margins or are we preparing our students for a fundamental shift?
What is our definition of success? How do the the implications of AI and jobs (and other important forces, from geopolitical shifts and climate change, to mental health needs and shifting generational values) impact the outcomes we prioritize? What is the story of success we want to pass on to our students and wider community?

Make Gatherings More Engaging — from wondertools.substack.com by Jeremy Caplan
Tested tools for quizzes, online discussions, & shareable docs

The hardest part of teaching — or leading meetings — is sparking engagement. Getting people to engage enthusiastically with something new can be tough. It’s especially challenging if people are overwhelmed, super busy, or just tired.

As we aim to stretch people’s thinking in a new direction, tools are just one part of the overall picture. But they can help. Last week I shared five tools for creating learning paths, interactive lessons, and new kinds of digital notebooks. Today’s follow-up recommendations focus on creative engagement.

You don’t have to be a teacher to find these resources for opening up participation useful. If you lead a team, run meetings, or collaborate with colleagues, you can benefit from these tools.

I’ve baked into this post multiple ways to engage.

How storytelling can turn international students into the most powerful voices in the room — from timeshighereducation.com by Natalie Cummins
Turning presentations into a visual storytelling task allows international students to demonstrate their learning through elements such as sound, visuals, silence and pacing rather than just language

Rather than changing the assessment, I shared a simple storytelling checklist that emphasised structure – a strong opening, a clear human dilemma at the centre and a purposeful ending – alongside explicit inspiration for communicating meaning through visuals, video, metaphor, sound and pacing rather than language alone.

On presentation day, the group told a moving story grounded in a global extractive firm where one student’s family worked. What stood out was not linguistic fluency but clarity of meaning. Their story allowed a complex organisational problem of unsafe work conditions to unfold, with non-verbal elements carrying the ethical and human weight of the case.

This group delivered one of the most compelling presentations I have ever seen. The room was transfixed.

Some Scripture for us

On 02/14/2026, in faith, global, hearts -- matters of the heart, relationships, religion, society, youth, by Daniel Christian

John 13:34-35

“A new command I give you: Love one another. As I have loved you, so you must love one another. By this everyone will know that you are my disciples, if you love one another.”

Proverbs 17:9

Whoever would foster love covers over an offense,
but whoever repeats the matter separates close friends.

Claude Code Puts Tech Workers on Notice [Urwin]

On 02/11/2026, in 21st century, 24x7x365 access, Artificial Intelligence/Agents/LLMs/and Related, business, career development, change, computer science, content development, aggregation, repositories, corporate / business world, platforms, productivity / tips and tricks, programming, skills, tools, United States, vendors, workplace, by Daniel Christian

Claude Code Puts Tech Workers on Notice — from builtin.com by Matthew Urwin
Anthropic is flexing its new and improved Claude Code, which used vibe coding to build the company’s latest tool, Cowork. The feat has inspired both excitement and angst within the tech world as the future of work continues to grow more uncertain.

Summary:
Anthropic is becoming the leader in enterprise artificial intelligence, thanks to upgrades made to Claude Code. The coding tool practically built Anthropic’s Cowork product — sparking both excitement around the possibilities of vibe coding and fears around the job outlook of tech workers.

Funding cuts, shifts in aid could make college harder to afford for low-income families [Marcus]

On 02/11/2026, in business side of he, colleges, cost of getting a degree, faculty/staff, higher education, leadership, learning ecosystem, parents/guardians, participation, society, sociology, student-related, trends, United States, universities, by Daniel Christian

Funding cuts, shifts in aid could make college harder to afford for low-income families — from hechingerreport.org by Jon Marcus
Advocates worry that the promise of a higher education will soon drift further out of reach

Now TRIO has come under the scrutiny of the Trump administration, which has already moved to cancel TRIO funding for some participating colleges (though this was paused in January by a federal court and remains in litigation) and proposes to eliminate it altogether; letters from the Department of Education to those colleges show the money was cut off because the programs were considered part of diversity, equity and inclusion, or DEI, efforts.

At a time of rising income inequality, it’s one of several developments advocates worry are converging to make things even harder for lower-income Americans who want to go to and get through college — a group that already faces considerable challenges, and whose proportion of enrollment has been falling for a decade and a half.

Some further wisdom/Scripture for us

On 02/11/2026, in ethics, faith, global, morals/values, relationships, religion, society, youth, by Daniel Christian

1 Corinthians 13:4-7

4 Love is patient, love is kind. It does not envy, it does not boast, it is not proud. 5 It does not dishonor others, it is not self-seeking, it is not easily angered, it keeps no record of wrongs. 6 Love does not delight in evil but rejoices with the truth. 7 It always protects, always trusts, always hopes, always perseveres.

Proverbs 15:22-23

22 Plans fail for lack of counsel,
but with many advisers they succeed.
23 A person finds joy in giving an apt reply—
and how good is a timely word!

Proverbs 15:1

A gentle answer turns away wrath,
but a harsh word stirs up anger.

Proverbs 15:32

Those who disregard discipline despise themselves,
but the one who heeds correction gains understanding.

Proverbs 17:17

A friend loves at all times,
and a brother is born for a time of adversity.

[Re: Super Bowl ads] DSC: This is one of the best ads I’ve seen in a long time. Highly relevant to the U.S. right now.

On 02/09/2026, in collaboration, hearts -- matters of the heart, relationships, United States, vendors, youth, by Daniel Christian

[Re: Super Bowl ads]
DSC: This is one of the best ads I’ve seen in a long time. Highly relevant to the U.S. right now.

Top Teaching Tools for 2026 [Caplan]

On 02/09/2026, in collaboration, education technology, Google, teachers, teaching & learning, tools, United States, universities, vendors, by Daniel Christian

Top Teaching Tools for 2026 — from wondertools.substack.com by Jeremy Caplan
Tested apps to save you time and engage your students

Pathwright — Design a learning path
Figjam — Spark visual thinking with collaborative whiteboards
NotebookLM — Organize and build on your teaching materials
…and more

Top Teaching Tools for 2026 ? by Jeremy Caplan

Tested apps to save you time and engage your students

Read on Substack

National Study of Special Education Spending

On 02/09/2026, in education, education reform, funding / grants, K-12 related, learning, learning ecosystem, legislatures / government / legal, neurodivergent/special needs, student-related, United States, youth, by Daniel Christian

National Study of Special Education Spending — from air.org

Federal, state, and local policymakers and education leaders urgently need up-to-date national estimates for what is spent to provide special education services to inform their funding policies and budget for special education expenses.

The National Study of Special Education Spending’s (NSSES) purpose is to update our understanding of the costs of special education and related services. The study will collect information from a national sample of districts and schools about what is spent to educate students with disabilities, as well as what states and districts spend to operate their special education programs and comply with federal and state laws. The Institute of Education Sciences within the Department of Education has partnered with AIR, NORC at the University of Chicago, and Allovue, a PowerSchool Company, to design the study.

Pilot Study
A pilot study for the NSSES study will take place during the 2024/25 and 2025/26 school years. The pilot study’s findings will help inform the study design for the full-scale national study, which is planned for 2026/27 school year.

The timeline for the 2025/26 pilot study is:

Summer 2025: District recruitment
Fall 2025: School recruitment within participating districts and sampling students within participating schools
December 2025—February 2026: Data collection, including surveys with district and school staff and financial data from districts
Spring 2026: Analysis of pilot study data and preparation for full-scale study