Learning Ecosystems

“We’re witnessing the biggest shift in education since the textbook—and most institutions are still deciding whether to allow it.” [Kilgore]

On 08/26/2025, in 21st century, 24x7x365 access, adjunct faculty, Artificial Intelligence/Agents/LLMs/and Related, Asia, bots, business, Canada, career development, change, cloud-based computing / apps / other cloud-related, colleges, communities of practice, community colleges, computer science, content development, aggregation, repositories, corporate / business world, culture, curriculum, education technology, emerging technologies, expectations, experimentation, faculty/staff, future, future of higher education, game-changing environment, generational differences, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, IT in HE, law schools, learning, learning agents, learning ecosystem, Learning Experience Design, learning spaces, liberal arts, pedagogy, platforms, reinvent, skills, staying relevant, student-related, teaching & learning, trends, United States, universities, workplace, by Daniel Christian

The AI Education Revolution — from linkedin.com by Whitney Kilgore
We’re witnessing the biggest shift in education since the textbook—and most institutions are still deciding whether to allow it.

ILTACON 2025: The Wild, Wild West of legal tech [Black]

On 08/26/2025, in Artificial Intelligence/Agents/LLMs/and Related, bots, business, career development, corporate / business world, disruption, emerging technologies, innovation, intelligent systems, law schools, Legal operations, legal technologies, legislatures / government / legal, Open AI, research, tools, United States, vendors, by Daniel Christian

ILTACON 2025: The Wild, Wild West of legal tech — from abajournal.com by Nicole Black

On the surface, ILTACON 2025, the International Legal Technology Association’s largest annual legal technology event, had all the makings of a great conference. But despite the thought-provoking sessions and keynotes, networking opportunities and PR fanfare, I couldn’t shake the sense that we were in the midst of a seismic shift in legal tech, surrounded by the restless energy of a boomtown.
…
The gold rush
It wasn’t ILTACON that bothered me; it was the heady, gold-rushed, “anything goes and whatever sticks works” environment that was unsettling. While this year’s conference was pirate-themed, it felt more like the Wild West to me.

This attitude permeated the conference, driven largely by the frenzied, frontier-style artificial intelligence revolution. The AI train is hurtling forward at lightning speed, destination unknown, and everyone is trying to cash in before it derails.

Two themes emerged from my discussions. First, no matter who you spoke to, “agentic AI,” meaning AI that autonomously takes purposeful actions, was a buzzword that cropped up often, whether during press briefings or over drinks. Another key trend was the race to become the generative AI home base for legal professionals.

— Nicole Black

“We are at the start of the biggest disruption to the legal profession in its history.”

— Steve Hasker, Thomson Reuters president and CEO

Also see:

Fresh Voices on Legal Tech with Bridget McCormack — from legaltalknetwork.com

Is AI the technology that will finally force lawyer tech competence? With rapid advances and the ability to address numerous problems and pain points in our legal systems, AI simply can’t be ignored. Dennis & Tom welcome Bridget McCormack to discuss her perspectives on current AI trends and other exciting new tech applications in legal…

Top Legal Tech Jobs on the Rise: Who Employers Are Looking For in 2025 — from lawyer-monthly.com

For professionals, this means one thing: dozens of new career paths are appearing on the horizon that did not exist five years ago.

What’s In Your Statement? — from aiedusimplified.substack.com by Lance Eaton, Ph.D.
Friendly reminder that there’s a Syllabi AI Policy Repository

AI Policy Resources

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Some scripture for us

On 08/24/2025, in faith, global / globalization, hearts -- matters of the heart, relationships, religion, society, youth, by Daniel Christian

Psalm 94:18-19

¹⁸When I said, “My foot is slipping,”
your unfailing love, Lord, supported me.
¹⁹When anxiety was great within me,
your consolation brought me joy.

Romans 8:32

He who did not spare his own Son, but gave him up for us all—how will he not also, along with him, graciously give us all things?

Romans 12:12

Be joyful in hope, patient in affliction, faithful in prayer.

Psalm 91:1-2

1 Whoever dwells in the shelter of the Most High
will rest in the shadow of the Almighty.
2 I will say of the Lord, “He is my refuge and my fortress,
my God, in whom I trust.”

Psalm 91:15

He will call on me, and I will answer him;
I will be with him in trouble,
I will deliver him and honor him.

One of the country’s largest community college districts expands support for students with criminal records—and the employers who hire them. [Fain]

On 08/22/2025, in Alternatives, colleges, community colleges, experimentation, funding / grants, higher education, ideas, innovation, learning ecosystem, society, sociology, student-related, United States, universities, by Daniel Christian

Diamonds in the Rough — from the-job.beehiiv.com by Paul Fain
One of the country’s largest community college districts expands support for students with criminal records—and the employers who hire them.

Clearing Records, Building Careers

The Big Idea: Toyotetsu is now one of several employers in talks with Alamo Colleges as they expand their support for students with criminal backgrounds. The effort is part of a larger push to broaden the colleges’ role in lifting up their cities and regions. Alamo Colleges is one of 15 institutions participating in Achieving the Dream’s Community Vibrancy Cohort, which encourages community colleges to reimagine their role in the health and economic success of their communities.

Before joining the Achieving the Dream cohort, San Antonio College was already establishing an associate degree program at Dominguez State Jail. Julia Stotts, director of strategic planning and partnerships for the Alamo Colleges Foundation, says the initiative spurred leaders to think about how to also help those kinds of students after release.

“The earlier we can catch these students who are having these challenges, the better off they’re going to be,” Stotts says.

“How Will AI Affect the Global Workforce?” [Goldman Sachs] + other items re: AI in general

On 08/22/2025, in Artificial Intelligence/Agents/LLMs/and Related, bots, career development, corporate / business world, economics, emerging technologies, intelligent systems, society, trends, UK, United States, workplace, by Daniel Christian

How Will AI Affect the Global Workforce? — from goldmansachs.com

Despite concerns about widespread job losses, AI adoption is expected to have only a modest and relatively temporary impact on employment levels.
Goldman Sachs Research estimates that unemployment will increase by half a percentage point during the AI transition period as displaced workers seek new positions.
If current AI use cases were expanded across the economy and reduced employment proportionally to efficiency gains, an estimated 2.5% of US employment would be at risk of related job loss.
Occupations with higher risk of being displaced by AI include computer programmers, accountants and auditors, legal and administrative assistants, and customer service representatives.

The Neuron recently highlighted the above item. Here is Grant Harvey’s take on that and other AI-related items:

Goldman Sachs’ says AI’s job hit will be real… but thankfully, brief.
Goldman Sachs says AI will lift productivity with only brief job losses, which we think means it’s time to shift our work mindset from set roles to outcome-based delivery, leading to more small teams who win back local market share from slower moving corporations.

UK businesses are dialing back hiring for jobs that are likely to be affected by the rollout of artificial intelligence, a study found, suggesting the new technology is accentuating a slowdown in the nation’s labor market. Job vacancies have declined across the board in the UK as employers cut costs in the face of sluggish growth and high borrowing rates, with the overall number of online job postings down 31% in the three months to May compared with the same period in 2022, a McKinsey & Co. analysis found. Tiwa Adebayo joins Stephen Carroll on Bloomberg Radio to discuss the details.

I talked to Sam Altman about the GPT-5 launch fiasco – from theverge.com by Alex Heath
Over dinner, OpenAI CEO’s addressed criticism of GPT-5’s rollout, the AI bubble, brain-computer interfaces, buying Google Chrome, and more.

Sam Altman, over bread rolls, explores life after GPT-5 — from techcrunch.com by Maxwell Zeff

But throughout the night, it becomes clear to me that this dinner is about OpenAI’s future beyond GPT-5. OpenAI’s executives give the impression that AI model launches are less important than they were when GPT-4 launched in 2023. After all, OpenAI is a very different company now, focused on upending legacy players in search, consumer hardware, and enterprise software.

OpenAI shares some new details about those efforts.

“The future of L&D is here, and it’s powered by AI.” [Cavalier] + other items re: AI in our LE’s

On 08/21/2025, in 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, digital learning, education, education technology, emerging technologies, experimentation, faculty/staff, future, future of higher education, game-changing environment, higher education, human-computer interaction (HCI), instructional design, intelligent systems, intelligent tutoring, IT in HE, K-12 related, learning, learning ecosystem, Learning Experience Design, learning preferences, multimedia, Open AI, platforms, tools, training / L&D, trends, United States, universities, vision/possibilities, by Daniel Christian

The future of L&D is here, and it’s powered by AI. — from linkedin.com by Josh Cavalier

4 Ways I Use AI to Think Better — from wondertools.substack.com by Jeremy Caplan
How AI helps me learn, decide, and create

Learn something new.
Map out a personalized curriculum

Try this: Give an AI assistant context about what you want to learn, why, and how.

Detail your rationale and motivation, which may impact your approach.
Note your current knowledge or skill level, ideally with examples.

Summarize your learning preferences

Note whether you prefer to read, listen to, or watch learning materials.
Mention if you like quizzes, drills, or exercises you can do while commuting or during a break at work.
If you appreciate learning games, task your AI assistant with generating one for you, using its coding capabilities detailed below.
Ask for specific book, textbook, article, or learning path recommendations using the Web search or Deep Research capabilities of Perplexity, ChatGPT, Gemini or Claude. They can also summarize research literature about effective learning tactics.
If you need a human learning partner, ask for guidance on finding one or language you can use in reaching out.

The Ends of Tests: Possibilities for Transformative Assessment and Learning with Generative AI

GPT-5 for Instructional Designers — from drphilippahardman.substack.com by Dr Philippa Hardman
10 Hacks to Work Smarter & Safer with OpenAI’s Latest Model

The TLDR is that as Instructional Designers, we can’t afford to miss some of the very real benefits of GPT-5’s potential, but we also can’t ensure our professional standards or learner outcomes if we blindly accept its outputs without due testing and validation.

For this reason, I decided to synthesise the latest GPT-5 research—from OpenAI’s technical documentation to independent security audits to real-world user testing—into 10 essential reality checks for using GPT-5 as an Instructional Designer.

These aren’t theoretical exercises; they’re practical tests designed to help you safely unlock GPT-5’s benefits while identifying and mitigating its most well-documented limitations.

Grammarly launches new specialist AI agents providing personalized assistance for students — from edtechinnovationhub.com by Rachel Lawler
Grammarly, an AI communication tool, has announced the launch of eight new specialized AI agents. The new assistants can support specific writing challenges such as finding credible sources and checking originality.

Students will now be offered “responsible AI support” through Grammarly, with the eight new agents:

Reader Reactions agent …
AI Grader agent …
Citation Finder agent …
Expert Review agent …
Proofreader agent …
AI Detector agent …
Plagiarism Checker agent …
Paraphraser agent …

Why Perplexity AI Is My Go-To Research Tool as a Higher Education CIO — from mikekentz.substack.com; a guest post from Michael Lyons, CIO at MassBay Community College

While I regularly use tools like ChatGPT, Grammarly, Microsoft Copilot, and even YouTube Premium (I would cancel Netflix before this), Perplexity has earned a top spot in my toolkit. It blends AI and real-time web search into one seamless, research-driven platform that saves time and improves the quality of information I rely on every day.

These ChatGPT Prompts Will Fast-Track Your Job Search [Rumage]

On 08/21/2025, in career development, content development, aggregation, repositories, ideas, intelligent systems, Open AI, productivity / tips and tricks, student-related, tools, vendors, vision/possibilities, vocational / trades, workplace, by Daniel Christian

These ChatGPT Prompts Will Fast-Track Your Job Search — from builtin.com by Jeff Rumage
Used correctly, ChatGPT could help you land your dream job — but used incorrectly, it can cost you the offer. Here’s how you can make ChatGPT your secret weapon for research help, resume writing, interview prep and more.

Example prompt: Here are several bullet points from my resume: [paste bullets]. Rewrite them so each one begins with a strong action verb, clearly states what I did, and quantifies results or outcomes wherever possible. If metrics are missing, suggest realistic ways they could be added.

Example prompt: Here is my resume [paste resume]. Here’s the job description of a job I’m applying for [paste job description]. Highlight the most important skills and qualifications for this job. Without making up information, revise my resume to match these requirements. Include action verbs for each accomplishment on the resume, and highlight which accomplishments could be quantified.

Example prompt: What are the current trends impacting companies in the [industry]? How would [company name] be affected by these trends, and what might it do to adjust to/capitalize on these trends?

Example prompt: I’m a [current role] but want to become a [dream role]. Create a detailed career development plan outlining:

- - Skills I should develop
  - Relevant experiences I need to gain
  - Educational or certification needs
  - Recommended resources or programs
  - A realistic timeline with milestones for the next 1-3 years.

Some scripture/wisdom for us

On 08/21/2025, in ethics, faith, global / globalization, hearts -- matters of the heart, morals/values, relationships, religion, society, youth, by Daniel Christian

Psalm 115:1

Not to us, Lord, not to us
but to your name be the glory,
because of your love and faithfulness.

Proverbs 23:12

Apply your heart to instruction
and your ears to words of knowledge.

Proverbs 23:16

my inmost being will rejoice
when your lips speak what is right.

Isaiah 64:4

Since ancient times no one has heard,
no ear has perceived,
no eye has seen any God besides you,
who acts on behalf of those who wait for him.

This Winery is a Stunning Blend of Architecture and Vineyards

On 08/21/2025, in architecture, art, creativity, Europe, geography / geology, by Daniel Christian

This Winery is a Stunning Blend of Architecture and Vineyards — from contemporist.com

Thomson Reuters CEO: Legal Profession Faces “Biggest Disruption in Its History”from AI — from lawnext.com by Bob Ambrogi

Thomson Reuters President and CEO Steve Hasker believes the legal profession is experiencing “the biggest disruption … in its history” due to generative and agentic artificial intelligence, fundamentally rewriting how legal work products are created for the first time in more than 300 years.

Speaking to legal technology reporters during ILTACON, the International Legal Technology Association’s annual conference, Hasker outlined his company’s ambitious goal to become “the most innovative company” in the legal tech sector while navigating what he described as unprecedented technological change affecting a profession that has remained largely unchanged since its origins in London tea houses centuries ago.

Legal tech hackathon challenges students to rethink access to justice — from the Centre for Innovation and Entrepreneurship, Auckland Law School
In a 24-hour sprint, student teams designed innovative tools to make legal and social support more accessible.

The winning team comprised of students of computer science, law, psychology and physics. They developed a privacy-first legal assistant powered by AI that helps people understand their legal rights without needing to navigate dense legal language.

Teaching How To ‘Think Like a Lawyer’ Revisited — from abovethelaw.com by Stephen Embry
GenAI gives the concept of training law students to think like a lawyer a whole new meaning.

Law Schools
These insights have particular urgency for legal education. Indeed, most of Cowen’s criticisms and suggested changes need to be front and center for law school leaders. It’s naïve to think that law student and lawyers aren’t going to use GenAI tools in virtually every aspect of their professional and personal lives. Rather than avoiding the subject or worse yet trying to stop use of these tools, law schools should make GenAI tools a fundamental part of research, writing and drafting training.

They need to focus not on memorization but on the critical thinking skills beginning lawyers used to get in the on-the-job training guild type system. As I discussed, that training came from repetitive and often tedious work that developed experienced lawyers who could recognize patterns and solutions based on the exposure to similar situations. But much of that repetitive and tedious work may go away in a GenAI world.

The Role of Adjunct Professors
But to do this, law schools need to better partner with actual practicing lawyers who can serve as adjunct professors. Law schools need to do away with the notion that adjuncts are second-class teachers.

It’s a New Dawn In Legal Tech: From Woodstock to ILTACON (And Beyond) — from lawnext.com by Bob Ambrogi

As someone who has covered legal tech for 30 years, I cannot remember there ever being a time such as this, when the energy and excitement are raging, driven by generative AI and a new era of innovation and new ideas of the possible.
…
But this year was different. Wandering the exhibit hall, getting product briefings from vendors, talking with attendees, it was impossible to ignore the fundamental shift happening in legal technology. Gen AI isn’t just creating new products – it is spawning entirely new categories of products that truly are reshaping how legal work gets done.

Agentic AI is the buzzword of 2025 and agentic systems were everywhere at ILTACON, promising to streamline workflows across all areas of legal practice. But, perhaps more importantly, these tools are also beginning to address the business side of running a law practice – from client intake and billing to marketing and practice management. The scope of transformation is now beginning to extend beyond the practice of law into the business of law.
…
Largely missing from this gathering were solo practitioners, small firm lawyers, legal aid organizations, and access-to-justice advocates – the very people who stand to benefit most from the democratizing potential of AI.
…
However, now more than ever, the innovations we are seeing in legal tech have the power to level the playing field, to give smaller practitioners access to tools and capabilities that were once prohibitively expensive. If these technologies remain priced for and marketed primarily to Big Law, we will have succeeded only in widening the justice gap rather than closing it.

How AI is Transforming Deposition Review: A LegalTech Q&A — from jdsupra.com

Thanks to breakthroughs in artificial intelligence – particularly in semantic search, multimodal models, and natural language processing – new legaltech solutions are emerging to streamline and accelerate deposition review. What once took hours or days of manual analysis now can be accomplished in minutes, with greater accuracy and efficiency than possible with manual review.

From Skepticism to Trust: A Playbook for AI Change Management in Law Firms — from jdsupra.com by Scott Cohen

Historically, lawyers have been slow adopters of emerging technologies, and with good reason. Legal work is high stakes, deeply rooted in precedent, and built on individual judgment. AI, especially the new generation of agentic AI (systems that not only generate output but initiate tasks, make decisions, and operate semi-autonomously), represents a fundamental shift in how legal work gets done. This shift naturally leads to caution as it challenges long-held assumptions about lawyer workflows and several aspects of their role in the legal process.

The path forward is not to push harder or faster, but smarter. Firms need to take a structured approach that builds trust through transparency, context, training, and measurement of success. This article provides a five-part playbook for law firm leaders navigating AI change management, especially in environments where skepticism is high and reputational risk is even higher.

ILTACON 2025: The vendor briefings – Agents, ecosystems and the next stage of maturity — from legaltechnology.com by Caroline Hill

This year’s ILTACON in Washington was heavy on AI, but the conversation with vendors has shifted. Legal IT Insider’s briefings weren’t about potential use cases or speculative roadmaps. Instead, they focused on how AI is now being embedded into the tools lawyers use every day — and, crucially, how those tools are starting to talk to each other.

Taken together, they point to an inflection point, where agentic workflows, data integration, and open ecosystems define the agenda. But it’s important amidst the latest buzzwords to remember that agents are only as good as the tools they have to work with, and AI only as good as its underlying data. Also, as we talk about autonomous AI, end users are still struggling with cloud implementations and infrastructure challenges, and need vendors to be business partners that help them to make progress at speed.

Harvey’s roadmap is all about expanding its surface area — connecting to systems like iManage, LexisNexis, and more recently publishing giant Wolters Kluwer — so that a lawyer can issue a single query and get synthesised, contextualised answers directly within their workflow. Weinberg said: “What we’re trying to do is get all of the surface area of all of the context that a lawyer needs to complete a task and we’re expanding the product surface so you can enter a search, search all resources, and apply that to the document automatically.”

The common thread: no one is talking about AI in isolation anymore. It’s about orchestration — pulling together multiple data sources into a workflow that actually reflects how lawyers practice.

5 Pitfalls Of Delaying Automation In High-Volume Litigation And Claims — from jdsupra.com

Why You Can’t Afford to Wait to Adopt AI Tools that have Plaintiffs Moving Faster than Ever
Just as photocopiers shifted law firm operations in the early 1970s and cloud computing transformed legal document management in the early 2000s, AI automation tools are altering the current legal landscape—enabling litigation teams to instantly structure unstructured data, zero in on key arguments in seconds, and save hundreds (if not thousands) of hours of manual work.

Your Firm’s AI Policy Probably Sucks: Why Law Firms Need Education, Not Rules — from jdsupra.com

The Floor, Not the Ceiling
Smart firms need to flip their entire approach. Instead of dictating which AI tools lawyers must use, leadership should set a floor for acceptable use and then get out of the way.

The floor is simple: no free versions for client work. Free tools are free because users are the product. Client data becomes training data. Confidentiality gets compromised. The firm loses any ability to audit or control how information flows. This isn’t about control; it’s about professional responsibility.

But setting the floor is only the first step. Firms must provide paid, enterprise versions of AI tools that lawyers actually want to use. Not some expensive legal tech platform that promises AI features but delivers complicated workflows. Real AI tools. The same ones lawyers are already using secretly, but with enterprise security, data protection, and proper access controls.

Education must be practical and continuous. Single training sessions don’t work. AI tools evolve weekly. New capabilities emerge constantly. Lawyers need ongoing support to experiment, learn, and share discoveries. This means regular workshops, internal forums for sharing prompts and techniques, and recognition for innovative uses.

The education investment pays off immediately. Lawyers who understand AI use it more effectively. They catch its mistakes. They know when to verify outputs. They develop specialized prompts for legal work. They become force multipliers, not just for themselves but for their entire teams.

“It’s hard to fathom what the impact of 10 million people in student loan default will have on college-going attitudes.” — from linkedin.com by Brandon Busteed

The rates of student loan non payment between April and June climbed sharply, so that 12.9 percent of debt is now subject to “serious delinquency,” according to new data released by the Federal Reserve Bank of New York.
…
Federal Reserve Bank of New York’s Center for Microeconomic Data released its Quarterly Report on Household Debt and Credit on Wednesday, which found the number of student loans transitioning into serious delinquency, or 90 days past due, rose “sharply” in the second quarter of 2025.

— Newsweek.com

What next for EDI? Protecting equality of opportunity in HE [Duckett]

On 08/21/2025, in adjunct faculty, Bias | Diversity Equity & Inclusion (DE&I), colleges, community colleges, faculty/staff, higher education, law schools, learning ecosystem, parents/guardians, participation, social learning / networks, society, sociology, student-related, United States, universities, by Daniel Christian

What next for EDI? Protecting equality of opportunity in HE — from timeshighereducation.com by Laura Duckett
As equity, diversity and inclusion practices face mounting political and cultural challenges, this guide includes strategies from academics around the world on preserving fair access and opportunity for all

As many in this guide explain, hostility to efforts to create fairer, inclusive and diverse institutions of higher education runs a lot deeper than the latest US presidential agenda and it cannot be ignored and rejected as a momentary political spike. Yet the continued need for EDI (or DEI as it is called in America) work to address historic and systemic injustice is clear from the data. In the US, Black, Hispanic, Latino, Native American and Pacific Islander people are under-represented in university student and staff populations. Students from these groups also have worse academic outcomes.

In the UK, only 1 per cent of professors are Black, women remain under-represented on the higher rungs of the academic ladder and the attainment gap between students from minoritised backgrounds and their white counterparts remains stubbornly evident across the higher education sector.

While not all EDI work has proved successful, significant progress has been made on widening participation in higher education and building more inclusive universities in which students and academics can thrive.

This guide shares lessons from academics on navigating increasingly choppy waters relating to EDI, addressing misconceptions about the work and its core ambitions, strategies for allyship, anti-racism and inclusion and how to champion EDI through your teaching and institutional culture.

Back to School in the AI Era: Why Students Are Rewriting Your Lesson Plan — from linkedin.com by Hailey Wilson

As a new academic year begins, many instructors, trainers, and program leaders are bracing for familiar challenges—keeping learners engaged, making complex material accessible, and preparing students for real-world application.

But there’s a quiet shift happening in classrooms and online courses everywhere.

This fall, it’s not the syllabus that’s guiding the learning experience—it’s the conversation between the learner and an AI tool.

From bootcamp to bust: How AI is upending the software development industry — from reuters.com by Anna Tong; via Paul Fain
Coding bootcamps have been a mainstay in Silicon Valley for more than a decade. Now, as AI eliminates the kind of entry-level roles for which they trained people, they’re disappearing.

Coding bootcamps have been a Silicon Valley mainstay for over a decade, offering an important pathway for non-traditional candidates to get six-figure engineering jobs. But coding bootcamp operators, students and investors tell Reuters that this path is rapidly disappearing, thanks in large part to AI.

“Coding bootcamps were already on their way out, but AI has been the nail in the coffin,” said Allison Baum Gates, a general partner at venture capital fund SemperVirens, who was an early employee at bootcamp pioneer General Assembly.

Gates said bootcamps were already in decline due to market saturation, evolving employer demand and market forces like growth in international hiring.