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? — 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:


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.


 

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.

 

“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 — 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.

 

AI’s Impact on Early Talent: Building Today’s Education-to-Employment Systems for Tomorrow’s Workforce — from bhef.com by Kristen Fox and Madison Myers

To rise above the threshold, consider the skills that our board member and Northeastern University President Joseph Aoun outlines as essential literacies in Robot-Proof: Higher Education in the Age of Artificial Intelligence. In addition to technical and data literacies, he shares two key components of human literacy.

First, a set of “catalytic capacities” that include:

  • Initiative and self-reliance
  • Comfort with risk
  • Flexibility and adaptability

Second, a set of “creative capacities” that include:

  • Opportunity recognition, or the ability to see and experience problems as opportunities to create solutions
  • Creative innovation, or the ability to create solutions without clearly defined structures
  • Future innovation, or the disposition to orient toward future developments in society

The most effective approach to achieve these outcomes? Interdisciplinary models that embed skills flexibly across curriculum, that engage learners as part of networks, teams, and exploration, and that embed applied experiences in real-world contexts. Scott Carlson and Ned Laff have laid out some great examples of what this looks like in action in Hacking College.

The bottom line: the expectations of entry-level talent are rising while the systems to achieve that level of context and understanding are not necessarily keeping pace. 

 

Bringing the best of AI to college students for free — from blog.google by Sundar Pichai

Millions of college students around the world are getting ready to start classes. To help make the school year even better, we’re making our most advanced AI tools available to them for free, including our new Guided Learning mode. We’re also providing $1 billion to support AI education and job training programs and research in the U.S. This includes making our AI and career training free for every college student in America through our AI for Education Accelerator — over 100 colleges and universities have already signed up.

Guided Learning: from answers to understanding
AI can broaden knowledge and expand access to it in powerful ways, helping anyone, anywhere learn anything in the way that works best for them. It’s not about just getting an answer, but deepening understanding and building critical thinking skills along the way. That opportunity is why we built Guided Learning, a new mode in Gemini that acts as a learning companion guiding you with questions and step-by-step support instead of just giving you the answer. We worked closely with students, educators, researchers and learning experts to make sure it’s helpful for understanding new concepts and is backed by learning science.




 

From DSC:
You and I both know that numerous militaries across the globe are working on killer robots equipped with AI. This is nothing new. But I don’t find this topic to be entertaining in the least. Because it could be part of how wars are fought in the near future. And most of us wouldn’t have a clue how to stop one of these things.

 
 

Legal Watchdog Files Bar Complaints Against Justice Dept. Lawyers — from nytimes.com by Alan Feuer
The move represented a rare attempt to seek accountability for rank-and-file lawyers who have represented the Trump administration in court.

A legal watchdog group accused three Justice Department lawyers of professional misconduct on Thursday [7/31/25], saying they had made false statements to a federal judge in a high-profile case challenging the Trump administration’s efforts to dismantle the Consumer Financial Protection Bureau.

The accusations by the group, the Legal Accountability Center, were formally filed with the grievance committees of bar associations in Washington and other cities where the lawyers lived or practiced. The move represented a rare attempt to seek professional sanctions against rank-and-file department lawyers who have appeared in court on behalf of the federal government.

“The rule of law is under direct assault right now, and its greatest threat comes when those within the legal system fail to do their duties and stand up against the attack,” said Michael Teter, the executive director of the group. “The message that needs to be heard by all attorneys representing the government is that even though the Trump administration isn’t interested in following the rules, we are watching.”

 

Is the Legal Profession Ready to Win the AI Race? America’s AI Action Plan Has Fired the Starting Gun — from denniskennedy.com by Dennis Kennedy
The Starting Gun for Legal AI Has Fired. Who in Our Profession is on the Starting Line?

The legal profession’s “wait and see” approach to artificial intelligence is now officially obsolete.

This isn’t hyperbole. This is a direct consequence of the White House’s new Winning the Race: America’s AI Action Plan. …This is the starting gun for a race that will define the next fifty years of our profession, and I’m concerned that most of us aren’t even in the stadium, let alone in the starting blocks.

If the Socratic Method truly means anything, isn’t it time we applied its rigorous questioning to ourselves? We must question our foundational assumptions about the billable hour, the partnership track, our resistance to new forms of legal service delivery, and the very definition of what it means to be “practice-ready” in the 21st century. What do our clients, our students, and users of the legal system need?

The AI Action Plan forces a fundamental re-imagining of our industry’s core jobs.

The New Job of Legal Education: Producing AI-Capable Counsel
The plan’s focus on a “worker-centric approach” is a direct challenge to legal academia. The new job of legal education is no longer just to teach students how to think like a lawyer, but how to perform as an AI-augmented one. This means producing graduates who are not only familiar with the law but are also capable of leveraging AI tools to deliver legal services more efficiently, ethically, and effectively. Even more importnat, it means we must develop lawyers who can give the advice needed to individuals and companies already at work trying to win the AI race.

 

Ben Bernanke and Janet Yellen: The Fed Must Be Independent — an opinion from nytimes.com by Ben Bernanke and Janet Yellen; this is a gifted article

As former chairs of the Federal Reserve, we know from our experiences and our reading of history that the ability of the central bank to act independently is essential for its effective stewardship of the economy. Recent attempts to compromise that independence, including the president’s demands for a radical reduction in interest rates and his threats to fire its chair, Jerome Powell, if the Fed does not comply, risk lasting and serious economic harm. They undermine not only Mr. Powell but also all future chairs and, indeed, the credibility of the central bank itself.

Independence for the Federal Reserve to set interest rates does not imply a lack of democratic accountability. Congress has set in law the goals that the Fed must aim to achieve — maximum employment and stable prices — and Fed leaders report regularly to congressional committees on their progress toward those goals. Rather, independence means that monetary policymakers are permitted to use fact-based analysis and their best professional judgment in determining how best to reach their mandated goals, without regard to short-term political pressures.

Of course, Fed policymakers, being human, make mistakes. But an overwhelming amount of evidence, drawn from the experiences of both the United States and other countries, has shown that keeping politics out of monetary policy decisions leads to better economic outcomes.

 

Osgoode’s new simulation-based learning tool aims to merge ethical and practical legal skills — from canadianlawyermag.com by Tim Wilbur
The designer speaks about his vision for redefining legal education through an innovative platform

The disconnection between legal education and the real world starkly contrasted with what he expected law school to be. “I thought rather naively…this would be a really interesting experience…linked to lawyers and what lawyers are doing in society…Far from it. It was solidly academic, so uninteresting, and I thought it’s got to be better than this.”

These frustrations inspired his work on simulation-based education, which seeks to produce “client-ready” lawyers and professionals who reflect deeply on their future roles. Maharg recently worked as a consultant with Osgoode Professional Development at Osgoode Hall Law School to design a platform that eschews many of the assumptions about legal education to deliver practical skills with real-world scenarios.

Osgoode’s SIMPLE platform – short for “simulated professional learning environment” – integrates case management systems and simulation engines to immerse students in practical scenarios.

“It’s actually to get them thinking hard about what they do when they act as lawyers and what they will do when they become lawyers…putting it into values and an ethical framework, as well as making it highly intensively practical,” Maharg says.


And speaking of legal training, also see:

AI in law firms should be a training tool, not a threat, for young lawyers — from canadianlawyermag.com by Tim Wilbur
Tech should free associates for deeper learning, not remove them from the process

AI is rapidly transforming legal practice. Today, tools handle document review and legal research at a pace unimaginable just a few years ago. As recent Canadian Lawyer reporting shows, legal AI adoption is outpacing expectations, especially among in-house teams, and is fundamentally reshaping how legal services are delivered.

Crucially, though, AI should not replace associates. Instead, it should relieve them of repetitive tasks and allow them to focus on developing judgment, client management, and strategic thinking. As I’ve previously discussed regarding the risks of banning AI in court, the future of law depends on blending technological fluency with the human skills clients value most.


Also, the following relates to legaltech as well:

Agentic AI in Legaltech: Proceed with Supervision! — from directory.lawnext.com by Ken Crutchfield
Semi-Autonomous agents can transform work if leaders maintain oversight

The term autonomous agents should raise some concern. I believe semi-autonomous agents is a better term. Do we really want fully autonomous agents that learn and interact independently, to find ways to accomplish tasks?

We live in a world full of cybersecurity risks. Bad actors will think of ways to use agents. Even well-intentioned systems could mishandle a task without proper guardrails.

Legal professionals will want to thoughtfully equip their agent technology with controlled access to the right services. Agents must be supervised, and training must be required for those using or benefiting from agents. Legal professionals will also want to expand the scope of AI Governance to include the oversight of agents.

Agentic AI will require supervision. Human review of Generative AI output is essential. Stating the obvious may be necessary, especially with agents. Controls, human review, and human monitoring must be part of the design and the requirements for any project. Leadership should not leave this to the IT department alone.

 

What borrowers should know about student loan changes in the One Big Beautiful Bill — from npr.org by Cory Turner

If you’re a federal student loan borrower or about to become one, your head may be spinning.

On July 4, when President Trump signed the One Big Beautiful Bill Act into law, he also greenlit a history-making overhaul of the federal student loan system — one that will affect the lives of many, if not most, of the United States’ nearly 43 million student loan borrowers.

And boy is it a lot to unpack, with new, tighter borrowing limits and dramatically reduced repayment options, to name just a few of the sweeping changes.

Under the One Big Beautiful Bill Act, borrowers in SAVE will have to change plans by July 1, 2028, when SAVE will be officially shut down. If they wait, though they currently can’t be required to make payments, they will see their loans explode with interest.

 

New Lightcast Report: AI Skills Command 28% Salary Premium as Demand Shifts Beyond Tech Industry — from lightcast.io; via Paul Fain
First-of-its-kind analysis reveals specific AI skills employers need most, enabling targeted workforce training strategies across all career areas

July 23, 2025 – Lightcast, the global leader in labor market intelligence, today released “Beyond the Buzz: Developing the AI Skills Employers Actually Need,” a comprehensive analysis revealing that artificial intelligence has fundamentally transformed hiring patterns across the world of work. The report, based on analysis of over 1.3 billion job postings, shows that job postings including AI skills offer 28% higher salaries—nearly $18,000 more per year—than those without such capabilities.

More importantly, the research analyzes specific skills based on their growth across job postings, their importance in the workforce, and their exposure to AI. This shows exactly which AI skills create value in which contexts, solving the critical challenge facing educators and workforce development leaders: moving beyond vague “AI literacy” to precise, targeted training that delivers measurable results.


Also via Paul Fain:


Despite growing awareness, however, participation in skill development is limited. In 2024, less than half of U.S. employees (45%) participated in training or education to build new skills for their current job. About one in three employees (32%) who are hoping to move into a new role within the next year strongly agree that they have the skills needed to be exceptional in that role.

 
© 2025 | Daniel Christian