The Download: your stake in OpenAI, and the Treasury’s AI warning


The idea is meant to address concerns that AI companies are benefiting from human-generated work without compensating creators, while also easing fears that AI will cause a collapse of the labor market by providing a safety net. 

The details, however, remain unclear. Indeed, the offer may be more powerful as a political narrative than as a policy plan.

Read the full story on what the dividend proposal reveals about the future of AI.

—James O’Donnell

This article is from The Algorithm, our weekly AI newsletter. Sign up to receive it in your inbox every Monday.

The must-reads

I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology.

 1 A leaked Treasury report compares the AI market to the dotcom bubble
 Which contradicts the administration’s public optimism about AI. (NOTUS)
+ Fears that the market is overinflated are growing. (Reuters $)
+ And AI profits are hiding bigger risks in earnings reports. (FT $)
+ What even is the AI bubble? (MIT Technology Review)

2 Samsung profits have jumped 1,800% on booming AI chip sales
It just reported its third consecutive record quarterly profit. (BBC)
+ But its shares slumped over fears that the AI boom will stall. (Reuters $)
+ That boom has turned Samsung into a $1 trillion company. (CNBC)
 
3 A US cyber agency is using Mythos to audit government code
Sources say CISA is tapping Anthropic’s model to search for bugs. (Reuters $)
+ Agencies are using it despite Anthropic’s feud with the White House. (Axios)
 
4 Illinois’ governor has signed the nation’s strongest frontier AI law
It’s designed to protect citizens from AI risks. (Gizmodo)
+ US lawmakers are clashing over AI rules. (MIT Technology Review)
 
5 A hidden tracker in Claude Code has been exposed and removed
It secretly monitored users in China. (WP $)
+ Critics said it shows Anthropic’s willingness to surveil users. (Ars Technica)
+ The company has also found a hidden “thinking” space in Claude. (Axios)

6 Russia is suspected of flying drones over Europe from a shadow fleet
The flights were reportedly launched from commercial ships. (Ars Technica)
+ Europe has a drone-filled vision for future wars. (MIT Technology Review)
 
7 A controversial AI “actor” is set to star in its first feature film
Tilly Norwood will debut in a comedy-drama called “Misaligned.” (Variety)
+ A major actors union has lambasted the AI creation. (NBC News)

8 AI costs are driving US companies toward Chinese models
Businesses are hunting for cheaper model alternatives. (CNBC)
+ Chinese AI labs are betting big on open source. (MIT Technology Review)
 
9 Researchers have shown quantum proofs can beat classical ones
They found a problem that classical proofs can’t solve. (Quanta)

10 Earth will never be swallowed by the sun, according to new models
But it probably won’t be much fun to live here by that point anyway! (Wired $)



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Recent Reviews


Getting arrested changes everything in a matter of hours. One minute you’re living your life, and the next you’re trying to figure out bail, court dates, and what a felony charge actually means for your future. If you’re searching for criminal defense attorneys in Los Angeles right now, chances are you’re scared, overwhelmed, and not sure who to trust. That’s normal. What matters most is what you do next.

This guide walks through what actually separates a good criminal defense lawyer from one who will just take your money and show up to court unprepared. If you’d rather skip the reading and talk to someone right now, call (562) 434-8916 for a free, confidential consultation — the sooner you talk to a lawyer, the more options you’ll have.

Why the First 48 Hours Matter So Much

Prosecutors and police start building their case against you the moment you’re arrested. Evidence gets collected, statements get taken, and decisions get made about what charges to file. Every day you wait to hire a criminal attorney Los Angeles residents actually trust is a day the other side gets to work without anyone pushing back.

A few things happen fast after an arrest:

  • Bail hearings and arraignment dates get set
  • The DA’s office decides what charges to file
  • Evidence — including anything you said — gets locked into the record
  • Deadlines for certain defenses start ticking

None of that means you’re doomed if you wait a few days. It just means your lawyer has less time to work with, and time is often the difference between a charge getting reduced and a charge sticking.

What to Actually Look For in a Los Angeles Criminal Defense Attorney

Not every lawyer who advertises “criminal defense” has spent real time in front of LA County judges. Here’s what should actually matter to you:

Courtroom experience in LA County specifically. Every courthouse has its own rhythm — the judges, the DA’s office policies, even how plea deals typically get negotiated. An attorney who’s spent decades in these specific courtrooms knows what arguments land and what wastes everyone’s time.

A track record you can verify. Ask how long they’ve practiced, what kinds of cases they’ve handled, and whether they’ll actually be the one representing you — not a junior associate you’ve never met.

Straight answers, not empty promises. Be wary of anyone who guarantees a specific outcome before reviewing your case. A trustworthy attorney will tell you what’s realistic, even when it’s not what you want to hear.

Someone who explains things clearly. You should never leave a meeting more confused than when you walked in. Good lawyers translate legal jargon into plain language so you understand your options.

At the Law Offices of Jerry Nicholson, we’ve spent over four decades handling cases throughout Los Angeles and Orange County, including everything from DUI and drug charges to violent crimes and white-collar cases. You can learn more about the kinds of cases we handle on our practice areas page.

Common Charges We See in Los Angeles

Some of the most frequent cases our office handles include:

  • DUI and DUI with injury
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Every one of these carries consequences that go well beyond the courtroom — jail time, fines, a permanent record, and impacts on employment or immigration status. That’s exactly why waiting to get legal help almost never pays off.

If you or someone you love has been arrested, don’t wait for things to get worse. Call (562) 434-8916 right now to schedule a free, confidential case review.

What Happens During Your Free Consultation

A lot of people put off calling a lawyer because they assume it’ll cost money just to ask questions. It won’t. During your consultation, we’ll walk through the details of your arrest or charges, explain what you’re facing under California law, and lay out realistic options — whether that’s fighting for a dismissal, negotiating a reduced charge, or preparing for trial.

Nothing you share is used against you, and nothing gets repeated outside our office. That confidentiality is the whole point of attorney-client privilege, and it’s there so you can be completely honest about what happened.

Why Clients Choose Jerry Nicholson

Attorney Jerry Nicholson started his legal career as a Deputy District Attorney, which means he’s seen how prosecutors build cases from the inside. He’s used that knowledge for decades to build stronger defenses for clients across Los Angeles and Orange County. You can read what former clients have said about working with our office on our client reviews page, and learn more about our background and approach on our about us page.

Frequently Asked Questions

How much does a criminal defense attorney in Los Angeles cost? Costs vary depending on the charge and complexity of the case. Most attorneys, including our office, offer a free initial consultation so you understand your options before committing to anything.

Can a criminal defense attorney get my charges dropped? Sometimes, yes — especially if there were procedural errors, weak evidence, or constitutional violations during your arrest. An experienced attorney will review every detail to find those opportunities.

Do I need a lawyer for a misdemeanor? Even misdemeanors can result in jail time, fines, and a criminal record that follows you for years. It’s almost always worth having representation.

What should I do immediately after being arrested? Stay calm, exercise your right to remain silent, and avoid discussing your case with anyone except your attorney.

Don’t Face This Alone

Every hour that passes without legal representation is an hour the state spends building its case. If you’re facing criminal charges anywhere in Los Angeles County, get in touch with an attorney who knows how to fight back. Call the Law Offices of Jerry Nicholson today at (562) 434-8916 for a free, 100% confidential consultation — your future is worth the conversation.



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