Can colleges still deliver in the age of AI? One Ivy League school is investing $30 million to improve career outcomes — from cnbc.com by Jessica Dickler

Key Points

  • College students are increasingly worried about what an AI-driven jobs apocalypse could mean for their employment prospects.
  • To that end, many colleges and universities are racing to recalibrate.
  • Even at nation’s most elite schools, the focus is shifting to career readiness.
 

Connecting the Tangled Systems of Reentry Training and Employment — from workshift.com by Matthew Arrojas; via Paul Fain

After release, formerly incarcerated people must navigate a maze of government systems, workforce programs, and parole requirements. They are rarely prepared to do this, and as a result, nearly half (45%) report no earnings within the first year of their release, according to research from the Brookings Institution.

The Big Idea: Reducing those barriers has become an increasing focus for a number of philanthropies and colleges. It’s also a growing labor market imperative.

There’s also an incentive for many states to help this population of potential workers land jobs. According to the U.S. Chamber of Commerce, formerly incarcerated individuals who are unable to maintain employment experience a recidivism rate of 52% over three years, while those who are employed for one year post-release experienced a recidivism rate of just 16%. 

 

A New Era of Security: Frontier AI Defense — from paloaltonetworks.com by Sam Rubin

For the last several months, we have had early, unbounded access to the latest frontier AI models. What we’ve seen from that vantage point has made it clear that the window for organizations to get ahead of what’s coming is shorter than most leaders realize.

We have moved past the era of incremental AI improvements into a threat landscape shift. Our testing has revealed a step-change in capability that demonstrates an intuitive understanding of software vulnerabilities. This is more than faster code generation, it is a shift from AI as an assistant to AI as an autonomous agent capable of discovering and chaining flaws at a scale that most defenders aren’t prepared for.

These capabilities will not stay confined to controlled environments for long. When Mythos first launched, we predicted a six-month window before attackers gained access. We now believe that timeline has accelerated significantly.

 

 

John 1:18

No one has ever seen God, but the one and only Son, who is himself God and[a] is in closest relationship with the Father, has made him known.

Psalm 32:8

Psalm 16:1-2
A miktam of David.

1 Keep me safe, my God,
for in you I take refuge.
2 I say to the Lord, “You are my Lord;
apart from you I have no good thing.”
.

 

Nvidia just invested in the AI legal startup that’s splashing Jude Law ads everywhere — from cnbc.com by Kai Nicol-Schwarz

Key Points

  • Nvidia has backed Swedish AI legal tech Legora in a $50 million Series D extension, CNBC can reveal.
  • The chip giant has been ramping up startup investments in recent years.
  • Investors have been piling into to promising young AI companies as they bet big on the commercial potential of tech to reshape entire industries and bring big efficiency gains.

Legora is its first bet in the legal tech sector, according to Dealroom data.

The AI startup is building AI agents and tools to help lawyers automate and streamline workflows. 

 

Hebrews 7:25

Therefore he is able to save completely those who come to God through him, because he always lives to intercede for them.

Psalm 4:2

How long will you people turn my glory into shame?
How long will you love delusions and seek false gods?
.

.

1 Corinthians 10:23-24

23 “I have the right to do anything,” you say—but not everything is beneficial. “I have the right to do anything”—but not everything is constructive. 24 No one should seek their own good, but the good of others.

Job 19:25

I know that my redeemer lives,
and that in the end he will stand on the earth.

 

Recording at LegalWeek in New York, Zach sits down with Shlomo Klapper (founder of Learned Hand) and Bridget McCormack, former Chief Justice of the Michigan Supreme Court and now CEO of the American Arbitration Association, to challenge one of the biggest double standards in legal AI: “AI for me, but not for thee.” Lawyers are now widely using AI like #Harvey and #Legora — and now more than ever #claude — but the moment it touches judges or arbitrators, support drops off.

That hesitation comes as courts are under real strain, with judges handling thousands of cases a year and only minutes to decide each one, and no realistic way to keep up. Shlomo describes Learned Hand’s “AI law clerk,” built to support judicial research, analysis, and drafting, while Bridget brings the perspective of someone who has both made decisions on the bench and has pioneered the American Arbitration Association’s AI Arbitrator, a first of its kind. The conversation moves beyond AI as an assistant and into a harder shift: AI as part of decision-making itself, and whether the system can continue to function without it.


Also see:

Are Judges the Next To Adopt AI? Is That a Good Thing? — from legallydisrupted.com by Zach Abramowitz
Episode 46 of Legally Disrupted Has the Two Best Experts on the Topic

This brings us to an admitted, glaring double standard between lawyers and judges. Lawyers are totally fine with lawyers using AI, but those same lawyers become apoplectic at the thought of judges or arbitrators using AI. It is very much “AI for me, but not for thee.” A survey last year from White & Case and Queen Mary University of London School of Law showed that nearly 90% of lawyers were deeply supportive of AI for their own research and analytics, but that support drops to just 23% when it comes to a judge or arbitrator using it to make a decision.

Yet, despite that hullabaloo, there is a massive need for alternative forms of intelligence in our courts. Right now, the system is drowning. We have state court trial judges disposing of 2,500 cases a year, meaning they have barely half an hour to spend on a single case. We are simply not going to lawyer our way out of this 50-year backlog. If we just use humans, we have a massive demand for intelligence but a severely limited supply. AI could step in to give these judges the capacity they desperately need for the courts to actually function.

 

An Attack on Sam Altman Sends a Terrifying Message — from the nytimes.com; this is a gifted opinion article by Aaron Zamost

Lawless political violence landed on Silicon Valley’s doorstep this month when an attacker hurled a Molotov cocktail at the San Francisco compound of Sam Altman, OpenAI’s chief executive. The incident was a disturbing sign that simmering public anger about A.I. is spilling out of polling data and social media posts and into the real world.

The attack shook many tech employees, who in quiet conversations about safety wondered whether this was a watershed moment for the industry. I believe it should be — the whole thing is disturbing and jarring, but I’m hopeful it will change how some tech leaders deal with the societal consequences of their success.

If these companies sold food, cars, medicine or any other consumer goods, their products would almost certainly be recalled while federal regulators investigated the allegations.

You would think an industry creating this kind of outrage would reflect or recalibrate. Business experts teach us that companies facing customer backlash should acknowledge the failure, change their approach and earn back public trust. But the titans of tech no longer seem interested in convincing the public.

The foundation of Silicon Valley’s appeal has always been the implicit promise that great technology serves you, and that the people behind it understand your problems and want to solve them. That promise is starting to feel broken. Fixing it requires something much of Silicon Valley has forgotten how to do: listen and learn.

A Molotov cocktail is the absolute wrong way to send a message to tech. Its leaders need to hear it anyway.

 

This Is a Hard Time to Start a Career. These Two Words Can Help. — a gifted article from nytimes.com by Jodi Kantor
Advice on building a rewarding work life, even amid employment gloom.

If you’re sweating about what field to enter, here are a few things you can do now. Buy a cheap, thin notebook. Keep it on you. Every week, make a practice of writing down which actions you enjoy and which ones you hate, whom you like being around and whom you can’t stand. Keep running lists of what you’re good at and what ideas move you. Notice yourself.

Look to your friends instead. Think about what roles you take on with them: math tutor, party planner, psychologist, workout coach. These answers often reveal truths that our résumés do not. In social relationships, we aren’t bound by suffocating expectations about our future. Our friends have needs, and by noticing how we respond to them, we can learn who we are.

There is a wiser way to seize the future, which is to think about need. What is your own assessment of what society will need most during your working years, the next four or five decades? What kind of care; what kind of products; what kind of information?

The people I see thriving at work are the ones who chased some bigger need — not imposed by hollow conventional wisdom, but articulated through independent observation. Craft gives their work authority. Need gives it propulsion.

 

“Learning ecosystems begin with people.” — Getting Smart


ASU/GSV Summit

There’s something about walking into a space like the ASU+GSV Summit that feels a little like stepping into a living, breathing idea. You hear fragments of possibility in passing conversations, see it in the way people lean in a little closer during sessions, feel it in the quiet moments when something lands and you know it’s going to stay with you. This year, what lingered wasn’t just the talk of innovation; it was a deeper pull toward something more human. A reminder that before we build better systems, we have to create better conditions for dreaming. And there’s a kind of quiet joy that emerges when educators find each other in that work, when ideas connect, and you can feel the bridges across networks and ecosystems getting stronger in real time.

And dreaming is not a given. It requires space, safety, and adults who understand the weight of what they’re holding. The most powerful moments weren’t about what we can do for learners, but how we show up with them. Adults who are still learning, still stretching, still willing to have their thinking reshaped are the ones who make room for young people to imagine beyond what they’ve seen. That kind of space doesn’t happen by accident. It’s protected. It’s intentional. It’s built by people who know their non-negotiables, who draw clear lines around dignity and belonging so learners can take risks without fear of losing themselves in the process.

Across conversations on pathways, experience, and AI, there was a steady undercurrent. Knowledge alone isn’t carrying the day anymore. Young people need chances to test, to try, to wrestle with ideas in real contexts. That’s where wisdom starts to take shape. AI showed up as a partner in that work, not the main character, but a tool that can expand thinking when used well. Still, the heartbeat of it all is human. It’s the relationships, the networks, the shared belief that we don’t have to do this alone. When adults come together to learn, to challenge each other, and to build something bigger than their own corner, they create the kind of ecosystems where young people don’t just prepare for the future, they begin to shape it.


Also from Getting Smart:

 

From DSC:
It’s great to see this type of good news for a change!


Tiny Traverse City restaurant sells more than 3,000 burgers in one day – all to help a competitor — this is a gifted article (which lasts for 7 days) out at mlive.com, by Tanda Gmiter

TRAVERSE CITY, MI – The long line out the door and down the street of the little Oakwood Proper Burgers shop was a head-turner Saturday as the restaurant invited people to its 1,000 Burger Challenge event.

But the swift sales being rung up inside weren’t benefitting their own business. Instead, they were a heartfelt helping hand to a competitor across town.

The team behind Oakwood Proper – as well as several other restaurant friends from the area – joined together to raise money for “Chef Tim” Bergstrom, the man behind his namesake Bergstrom’s Burgers. He’s been undergoing cancer treatment for some time now, and medical bills are mounting.
.

 

Which Jobs Are Most at Risk From AI? New Anthropic Data Offers Clues. — from builtin.com by Matthew Urwin
Anthropic set out in its latest study to predict how artificial intelligence could impact the labor market. Instead, its findings raise more questions than answers for tech workers as the U.S. government refuses to regulate the AI industry.

Summary:
In its latest labor market study, Anthropic found that artificial intelligence poses the greatest threat to software jobs, women and younger professionals. As the Trump administration takes a hands-off approach to AI, tech workers may be left to grapple with these findings on their own.


Matthew links to:

Labor market impacts of AI: A new measure and early evidence — from anthropic.com

Key findings

  • We introduce a new measure of AI displacement risk, observed exposure, that combines theoretical LLM capability and real-world usage data, weighting automated (rather than augmentative) and work-related uses more heavily
  • AI is far from reaching its theoretical capability: actual coverage remains a fraction of what’s feasible
  • Occupations with higher observed exposure are projected by the BLS to grow less through 2034
  • Workers in the most exposed professions are more likely to be older, female, more educated, and higher-paid
  • We find no systematic increase in unemployment for highly exposed workers since late 2022, though we find suggestive evidence that hiring of younger workers has slowed in exposed occupations

 

1 John 3:16

This is how we know what love is: Jesus Christ laid down his life for us. And we ought to lay down our lives for our brothers and sisters.

[From DSC: It’s been hard for me to get my arms around the love of Christ. He loves like no other. May I love a small fraction of the way He loves. In the period of Lent that we recently finished…as I was thinking of the crucifixion of Jesus Christ, I wanted to focus on His love for us…not just His incredible courage.]

Psalm 30:10

Hear, Lord, and be merciful to me;
Lord, be my help.

Psalm 31:1-3
For the director of music. A psalm of David.

1 In you, Lord, I have taken refuge;
let me never be put to shame;
deliver me in your righteousness.
2 Turn your ear to me,
come quickly to my rescue;
be my rock of refuge,
a strong fortress to save me.
3 Since you are my rock and my fortress,
for the sake of your name lead and guide me.

Romans 10:9-10  

9 If you declare with your mouth, “Jesus is Lord,” and believe in your heart that God raised him from the dead, you will be saved. 10 For it is with your heart that you believe and are justified, and it is with your mouth that you profess your faith and are saved.

Lamentations 3:22-26

22 Because of the Lord’s great love we are not consumed,
for his compassions never fail.
23 They are new every morning;
great is your faithfulness.
24 I say to myself, “The Lord is my portion;
therefore I will wait for him.”
25 The Lord is good to those whose hope is in him,
to the one who seeks him;
26 it is good to wait quietly
for the salvation of the Lord.

 

To those who celebrate it: Happy Easter to you! He is risen! He is risen indeed!


Matthew 28:6

He is not here; he has risen, just as he said. Come and see the place where he lay.


 

The Campus Crisis No One’s Talking About — from linkedin.com by Jeff Selingo

Sports Betting Is Now a Campus-Wide Habit

The headline number: About 60% of 18-to-22-year-olds are engaging in sports betting, a figure that climbs to two-thirds among college students specifically, according to an NCAA-commissioned study.

  • “It’s sort of a learned behavior for them at a very young age,” Clint Hangebrauck, the NCAA’s managing director of enterprise risk management, told us on the latest episode of Future U. “I do think this could be the next big public health crisis that we’re facing as a country and particularly within higher ed.”
  • College-age individuals are 3x more likely to develop problematic gambling behaviors than the general population. Gambling often co-exists with other behaviors now prevalent in colleges, such as sleeplessness, binge drinking, drug use, anxiety and depression.

Gambling among college students isn’t confined to athletes. Rather, it’s embedded across campus life, and with athletes often most visible in Division III, where oversight is lighter. Gambling often coexists with—and can exacerbate—other student challenges, from mental health struggles to substance use. If this is the next public health issue on campus, it’s arriving without the same level of attention.


From DSC:
I don’t mean to be self-righteous here. But shame on the older adults who are promoting gambling in any fashion — marketing, advertising, sales, and/or whatever. It’s a cancer in our society, and it’s impacting our youth in a big way (and also older folks as well). I’m not a gambler, but I’m well acquainted with weakness. And the Bible confirms that we all are acquainted with weakness:

Isaiah 53:6

 We all, like sheep, have gone astray,
    each of us has turned to our own way;
and the Lord has laid on him
    the iniquity of us all.

The adults out there know it. We are well acquainted with our sins and shortcomings.

Parents want the best for their kids. They don’t want dangerous habits being formed in their children. “Coping skills” that are majorly busted, and can lead to incredibly negative events. And the parents don’t want these habits to be formed at colleges and universities across the nation.

I wish those involved with promoting gambling could be at the dinner tables, or in the bedrooms, or in the living rooms, or in the vehicles out there when a spouse finds out that the other spouse (or significant other) has gambled away a significant amount of the couple’s savings. They no longer have rainy-day funds. They can no longer pay their bills. They no longer have the college funds for their other kids. Emotions erupt, fights begin. Relationships are threatened — and divorces sometimes occur because of this issue/habit. 

So if you are involved with promoting gambling, consider reading this article from Jeff Selingo…then go take a long look in the mirror. 

 
© 2025 | Daniel Christian