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How I Reverse Engineered a Billion-Dollar Legal AI Tool and Found 100k+ Confidential Files
How I Reverse Engineered a Billion-Dollar Legal AI Tool and Found 100k+ Confidential Files

If someone had malicious intent, they would have been able to extract every single file used by Margolis lawyers – countless data protected by HIPAA and other legal standards, internal memos/payrolls, literally millions of the most sensitive documents this law firm has in their possession. Documents protected by court orders! This could have been a real nightmare for both the law firm and the clients whose data would have been exposed.

To companies who feel pressure to rush into the AI craze in their industry – be careful! Always ensure the companies you are giving your most sensitive information to secure that data.

If someone had malicious intent, they would have been able to extract every single file used by Margolis lawyers – countless data protected by HIPAA and other legal standards, internal memos/payrolls, literally millions of the most sensitive documents this law firm has in their possession. Documents protected by court orders! This could have been a real nightmare for both the law firm and the clients whose data would have been exposed. To companies who feel pressure to rush into the AI craze in their industry – be careful! Always ensure the companies you are giving your most sensitive information to secure that data.
·alexschapiro.com·
How I Reverse Engineered a Billion-Dollar Legal AI Tool and Found 100k+ Confidential Files
Why Does A.I. Write Like … That?
Why Does A.I. Write Like … That?
If only they were robotic! Instead, chatbots have developed a distinctive — and grating — voice.
·nytimes.com·
Why Does A.I. Write Like … That?
Microsoft stock sinks on report AI product sales are missing growth goals
Microsoft stock sinks on report AI product sales are missing growth goals
The struggle to meet Foundry quotas, along with Carlyle’s scaled-back AI spending, shows enterprise adoption of AI agents is lagging industry optimism. Multiple vendors, including OpenAI and Amazon, are pushing similar tools but face the same hesitancy from traditional businesses.
·cnbc.com·
Microsoft stock sinks on report AI product sales are missing growth goals
OpenAI Loses Fight To Keep ChatGPT Logs Secret In Copyright Case - Slashdot
OpenAI Loses Fight To Keep ChatGPT Logs Secret In Copyright Case - Slashdot
A federal judge has ordered OpenAI to hand over 20 million anonymized ChatGPT logs in its copyright battle with the New York Times and other outlets. Reuters reports: U.S. Magistrate Judge Ona Wang in a decision made public on Wednesday said that the 20 million logs were relevant to the outlets' cl...
·yro.slashdot.org·
OpenAI Loses Fight To Keep ChatGPT Logs Secret In Copyright Case - Slashdot
Slop Evader — Tega Brain
Slop Evader — Tega Brain
A browser extension for avoiding AI slop.  Download it for Chrome or Firefox. This is a search tool that will only return content created before ChatGPT's...
·tegabrain.com·
Slop Evader — Tega Brain
Did You Write This? (P. L. Thomas)
Did You Write This? (P. L. Thomas)
“P. L. Thomas, Professor of Education (Furman University, Greenville SC), taught high school English in rural South Carolina before moving to teacher education. He is a former column editor f…
·larrycuban.wordpress.com·
Did You Write This? (P. L. Thomas)
Is AI inherently bad? Of course not. The question is: WHO controls it & for what purpose? Does anyone believe that the richest people on Earth are investing hundreds of billions in AI to improve life for ordinary people, eliminate poverty & solve global warming? I doubt it.
Is AI inherently bad? Of course not. The question is: WHO controls it & for what purpose? Does anyone believe that the richest people on Earth are investing hundreds of billions in AI to improve life for ordinary people, eliminate poverty & solve global warming? I doubt it.
·facebook.com·
Is AI inherently bad? Of course not. The question is: WHO controls it & for what purpose? Does anyone believe that the richest people on Earth are investing hundreds of billions in AI to improve life for ordinary people, eliminate poverty & solve global warming? I doubt it.
Learning with AI falls short compared to old-fashioned web search
Learning with AI falls short compared to old-fashioned web search
When people rely on large language models to summarize information on a topic for them, they tend to develop shallower knowledge about it compared to learning through a standard Google search.
·theconversation.com·
Learning with AI falls short compared to old-fashioned web search
Opinion | Why Even Basic A.I. Use Is So Bad for Students
Opinion | Why Even Basic A.I. Use Is So Bad for Students
Artificial intelligence threatens students’ most basic skills. If they lose their ability to understand what they read, will they lose their ability to think?
·nytimes.com·
Opinion | Why Even Basic A.I. Use Is So Bad for Students
The AI Backlash Keeps Growing Stronger
The AI Backlash Keeps Growing Stronger
The impacts of generative AI on the workforce are another core issue that critics are organizing around. “Workers are more intuitive than a lot of the pundit class gives them credit for,” says Merchant. “They know this has been a naked attempt to get rid of people.” The next major shift in public opinion will likely follow previous patterns, occurring when broad swaths of workers feel further threatened and organize in response. And this time, the in-person protests may be just as big as the online backlash.
·wired.com·
The AI Backlash Keeps Growing Stronger
Copy-and-Paste Now Exceeds File Transferring as the Top Corporate Data Exfiltration Vector - Slashdot
Copy-and-Paste Now Exceeds File Transferring as the Top Corporate Data Exfiltration Vector - Slashdot
It is now more common for data to leave companies through copying and pasting than through file transfers and uploads, LayerX revealed in its Browser Security Report 2025. This shift is largely due to generative AI (genAI), with 77% of employees pasting data into AI prompts, and 32% of all copy-pastes from corporate accounts to non-corporate accounts occurring within genAI tools…Overall, 45% of employees actively use AI tools, with 67% of these tools being accessed via personal accounts and ChatGPT making up 92% of all use..." "With the rise of AI-driven browsers such as OpenAI's Atlas and Perplexity's Comet, governance of AI tools' access to corporate data becomes even more urgent, the LayerX report notes."
·it.slashdot.org·
Copy-and-Paste Now Exceeds File Transferring as the Top Corporate Data Exfiltration Vector - Slashdot
Is AI being shoved down your throat at work? Here’s how to fight back.
Is AI being shoved down your throat at work? Here’s how to fight back.

“The most important thing an individual can do is be somewhat less of an individual,” the environmentalist Bill McKibben once said. “Join together with others in movements large enough to have some chance at changing those political and economic ground rules that keep us locked on this current path.”

Now, you know what word I’m about to say next, right? Unionize. If your workplace can be organized, that’ll be a key strategy for allowing you to fight AI policies you disagree with…. According to Harvard political scientist Erica Chenoweth’s research, if you want to achieve systemic social change, you need to mobilize 3.5 percent of the population around your cause. Though we have not yet seen AI-related protests on that scale, we do have data indicating the potential for a broad base. A full 50 percent of Americans are more concerned than excited about the rise of AI in daily life, according to a recent survey from the Pew Research Center. And 73 percent support robust regulation of AI, according to the Future of Life Institute.

“The most important thing an individual can do is be somewhat less of an individual,” the environmentalist Bill McKibben once said. “Join together with others in movements large enough to have some chance at changing those political and economic ground rules that keep us locked on this current path.”Now, you know what word I’m about to say next, right? Unionize. If your workplace can be organized, that’ll be a key strategy for allowing you to fight AI policies you disagree with.
According to Harvard political scientist Erica Chenoweth’s research, if you want to achieve systemic social change, you need to mobilize 3.5 percent of the population around your cause. Though we have not yet seen AI-related protests on that scale, we do have data indicating the potential for a broad base. A full 50 percent of Americans are more concerned than excited about the rise of AI in daily life, according to a recent survey from the Pew Research Center. And 73 percent support robust regulation of AI, according to the Future of Life Institute.
·vox.com·
Is AI being shoved down your throat at work? Here’s how to fight back.
Techdirt: Judge Orders OpenAI To Give Lawyers 20 Million Private Chats, Thinks ‘Anonymization’ Can Keep Them Private | ResearchBuzz: Firehose
Techdirt: Judge Orders OpenAI To Give Lawyers 20 Million Private Chats, Thinks ‘Anonymization’ Can Keep Them Private | ResearchBuzz: Firehose
Judge Orders OpenAI To Give Lawyers 20 Million Private Chats, Thinks ‘Anonymization’ Can Keep Them Private. “A federal magistrate judge just ordered that the private ChatGPT conversations of 20 million users be handed over to the lawyers for dozens of plaintiffs, including news organizations. Those 20 million people weren’t asked. They weren’t notified. They have no say in the matter.”
·rbfirehose.com·
Techdirt: Judge Orders OpenAI To Give Lawyers 20 Million Private Chats, Thinks ‘Anonymization’ Can Keep Them Private | ResearchBuzz: Firehose
AI-Powered Toys Caught Telling 5-Year-Olds How to Find Knives and Start Fires With Matches
AI-Powered Toys Caught Telling 5-Year-Olds How to Find Knives and Start Fires With Matches

new research shows exactly how this fusion of kid’s toys and loquacious AI models can go horrifically wrong in the real world.

After testing three different toys powered by AI, researchers from the US Public Interest Research Group found that the playthings can easily verge into risky conversational territory for children, including telling them where to find knives in a kitchen and how to start a fire with matches. One of the AI toys even engaged in explicit discussions, offering extensive advice on sex positions and fetishes.

In the resulting report, the researchers warn that the integration of AI into toys opens up entire new avenues of risk

·futurism.com·
AI-Powered Toys Caught Telling 5-Year-Olds How to Find Knives and Start Fires With Matches
A.I. Cheating Rattles Top Universities in South Korea
A.I. Cheating Rattles Top Universities in South Korea

South Korea’s top three “SKY” universities report that students used ChatGPT and other A.I. tools to cheat on recent online midterms. Each school is treating the misconduct as grounds for automatic zeros on the exams. At Yonsei, 40 students confessed to cheating in an Oct. 15 natural-language-processing test monitored by laptop cameras, while Korea University caught students sharing screen recordings and Seoul National will rerun a compromised statistics exam. All three institutions already have formal guidelines that classify unauthorized A.I. use as academic misconduct. The simultaneous scandals surface as a 2024 survey found over 90 % of South Korean college students with generative-A.I. experience use the tools for coursework. Professors quoted admit traditional testing feels outdated and acknowledge they have few practical means to block A.I. during assessments.

·nytimes.com·
A.I. Cheating Rattles Top Universities in South Korea
Sign the petition: Protect Kids from Harmful Meta AI
Sign the petition: Protect Kids from Harmful Meta AI
I just took action to protect kids from dangerous AI tools online! Will you take a minute to sign our petition urging Meta to prevent young people from accessing its harmful AI companion chatbot?
·p2a.co·
Sign the petition: Protect Kids from Harmful Meta AI
International Criminal Court to ditch Microsoft Office for European open source alternative | Euractiv
International Criminal Court to ditch Microsoft Office for European open source alternative | Euractiv

The International Criminal Court (ICC) just ghosted Microsoft. After years of U.S. pressure, the world’s top war crimes court is cutting its digital ties with America’s software empire. Its new partner? A German state-funded open-source suite called OpenDesk by Zentrum Digitale Souveränität (ZenDiS).

It’s a symbolic divorce, and a strategic one. The International Criminal Court’s shift away from Microsoft Office may sound like an IT procurement story, but it’s really about trust, control, and sovereignty.

For the ICC, this isn’t theory. Under the previous U.S. administration (Trump yr. 2020), Washington imposed sanctions on the court’s chief prosecutor and reportedly triggered a temporary shutdown of his Microsoft account. When your prosecutor’s inbox can be weaponised, trust collapses. And when trust collapses, systems follow.

Europe has seen this coming. In Schleswig-Holstein, Germany, the public sector has already replaced Microsoft entirely with open-source systems. Denmark is building a national cloud anchored in European data centres. There is a broader ripple across Europe: France, Italy, Spain and other regions are piloting or considering similar steps. We may be facing a "who's next" trend. The EU’s Sovereign Cloud initiative is quietly expanding into justice, health, and education.

This pattern is unmistakable: trust has become the new infrastructure of AI and digital governance. The question shaping every boardroom and every ministry is the same: who ultimately controls the data, the servers, and the decisions behind them?

For Europe’s schools, courts, and governments, dependence on U.S. providers may looks less like innovation and more like exposure. European alternatives may still lack the seamless polish, but they bring something far more valuable market: autonomy, compliance, and credibility.

The ICC’s decision is not about software. It’s about sovereignty, and the politics of trust. And, the message is clear: Europe isn’t rejecting technology. It’s reclaiming ownership of it.

·euractiv.com·
International Criminal Court to ditch Microsoft Office for European open source alternative | Euractiv
What we lose when we surrender care to algorithms | Eric Reinhart
What we lose when we surrender care to algorithms | Eric Reinhart

AI sweeps into US clinical practice at record speed, with two-thirds of physicians and 86% of health systems using it in 2024. That uptake represents a 78% jump in physician adoption over the previous year, ending decades of technological resistance. Clinics are rolling out AI scribes that transcribe visits in real time, highlight symptoms, suggest diagnoses and generate billing codes. The article also cites AI systems matching specialist accuracy in imaging, flagging sepsis faster than clinical teams, and an OpenEvidence model scoring 100% on the US medical licensing exam. Experts quoted say that in a healthcare sector built on efficiency and profit, AI turns patient encounters into commodified data streams and sidelines human connection. They contend the technology entrenches systemic biases, accelerates physician deskilling and hands more control over care decisions to corporations.

·theguardian.com·
What we lose when we surrender care to algorithms | Eric Reinhart
Modulate DeepFake Detective
Modulate DeepFake Detective

Deepfakes aren’t science fiction anymore. Deepfake fraud has surged past 100,000 incidents a year, costing companies billions... and even trained professionals can’t detect them by ear alone. The same voice intelligence behind this demo powers enterprise-scale fraud and threat detection — purpose-built for the complexity of real conversations. Prevention starts with understanding how sophisticated deepfakes have become. Learn how our modern AI platform can stop them in real time.

·deepfake-detective.modulate.ai·
Modulate DeepFake Detective
'AI Slop' in Court Filings: Lawyers Keep Citing Fake AI-Hallucinated Cases - Slashdot
'AI Slop' in Court Filings: Lawyers Keep Citing Fake AI-Hallucinated Cases - Slashdot
"According to court filings and interviews with lawyers and scholars, the legal profession in recent months has increasingly become a hotbed for AI blunders," reports the New York Times: Earlier this year, a lawyer filed a motion in a Texas bankruptcy court that cited a 1985 case called Brasher ...
·yro.slashdot.org·
'AI Slop' in Court Filings: Lawyers Keep Citing Fake AI-Hallucinated Cases - Slashdot