An AI Vision for College—Tools for Every Facet of Campus Life

OpenAI, the maker of ChatGPT, has a plan to overhaul college education — by embedding its artificial intelligence tools in every facet of campus life.  If the company’s strategy succeeds, universities would give students A.I. assistants to help guide and tutor them from orientation day through graduation. Professors would provide customized A.I. study bots for each class. Career services would offer recruiter chatbots for students to practice job interviews. And undergrads could turn on a chatbot’s voice mode to be quizzed aloud ahead of a test. ChatGPT Edu also enables faculty and staff to create custom chatbots for university use. -New York Times

5 Internal Contributions to Anger

1-Self-esteem

People who try to be self-sufficient are easily frustrated and angered when they see evidence of their dependence on others. They get angry at themselves for needing others and they get angry at other people for “keeping” them in this weakness.

2-Desire for Power in Relationships

Some people feel threatened by the need to give up power in love relationships. For instance, a batterer may use anger to intimidate others in a quest for power. It’s a way to caution the abused person against using their own power. To avoid rousing their anger, spouses end up tiptoeing around the other to avoid confrontation because the price is too high to pay.

3-Desire to be Perfect

Unrealistic standards must be met for the person to feel worthwhile and accepted.

Whenever there is a perceived loss of perfection, the person becomes depressed (angry with themselves) for small failures. The student who gets a B-plus instead of an A, etc. These people also set up high standards for others to achieve and are quickly judgmental. They are hurt by others who do not join them in the quest for perfection. Even though they may be chronic confessors, but growth comes slow because they don’t want to accept their limitations.

4-Guilt

Unresolved guilt can lead to irritability. People have trouble admitting their faults.

5-Rejection

Rejection leaves people feeling hurt and worthless. When significant others disdain our contributions or act as if we are inferior and unimportant we bolster self-esteem by rejecting others ourselves, using the weapons of anger and hostility.  Since it does not heal the relationship or self-esteem, it is a temporary fix. 

AI Definitions: Compression-meaning tradeoff

Compression-meaning tradeoff – This is the balance between reducing data size (compression) and preserving the original information (meaning). To manage information overload, humans group items into categories. For instance, we think of poodles and bulldogs as dogs. We balance this compression with details that separate them: size, nose, tales, fur types, etc. LLMs, on the other hand, attempt to maintain this balance between compressing information and original meaning differently. LLMs have an aggressive compression approach which allows them to store vast amounts of knowledge. However, it also contributes to unpredictability and failures. This tension has led many data scientists to conclude that better alignment with human cognition would result in more capable and reliable AI systems.

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22 Articles about the Business of Running an AI Company

OpenAI Forecasts Revenue Topping $125 Billion in 2029 as Agents, New Products Gain – The Information

Cloudflare launches a marketplace that lets websites charge AI bots for scraping – TechCrunch  

Abridge, Whose AI App Takes Notes for Doctors, Valued at $5.3 Billion at Funding – Wall Street Journal

Tech giants play musical chairs with foundation models – Axios 

The A.I. Frenzy Is Escalating. Again. – New York Times 

It’s Known as ‘The List’—and It’s a Secret File of AI Geniuses - Wall Street Journal

In Pursuit of Godlike Technology, Mark Zuckerberg Amps Up the A.I. Race – New York Times

Running AI on Phones instead of in the cloud slashes power consumption - Axios 

An AI-powered platform aiming to predict how genetic code variants lead to different diseases – Stat News 

OpenAI warns models with higher bioweapons risk are imminent - Axios

The OpenAI Files is the most comprehensive collection to date of documented concerns with governance practices, leadership integrity, and organizational culture at OpenAI - OpenAI Files 

Microsoft and OpenAI play high-stakes tug-of-war - Axios

How to Make AI Faster and Smarter—With a Little Help From Physics – Wired  

Behind the Curtain: ChatGPT juggernaut - Axios

SAG-AFTRA Video Game Deal Includes AI Consent Guardrails, Minimum Rates for Digital Replica Use – The Wrap  

Mattel, OpenAI Ink Deal to Power Toy Innovation – Toy Book  

Chinese AI firms block features amid high-stakes university entrance exams – Washington Post

Google's new AI tools are gutting publisher traffic – Quartz

Mark Zuckerberg's supersized AI ambitions - Axios 

ChatGPT Lags Far Behind Google in Daily Search Volume – Visual Capitalism

OpenAI wants to embed AI in every facet of college. First up: 460,000 students at Cal State. – New York Times

Elon Musk wants to put his thumb on the AI scale - Axios 

We miss the thoughts of our students

For a lot of us, our motivation to enter academe was primarily about helping to form students as people. We’re not simply frustrated by trying to police AI use, the labor of having to write up students for academic dishonesty, or the way that reading student work has become a rather nihilistic task.  Our frustration is not merely that we don’t care about what AI has to say and therefore get bored grading; it is that we actively miss reading the thoughts of our human students. -Megan Fritts writing in the Chronicle of Higher Ed

AI Definitions: Data Poisoning

Data Poisoning – This is an attack on a machine-learning algorithm where malicious actors insert incorrect or misleading information into the data set being used to train an AI model in order to pollute the results. It also can be used as a defensive tool to help creators reassert some control over the use of their work. AI’s growing role in military operations has particularly created opportunities and vulnerabilities related to data poisoning of AI systems involved indecision-making, reconnaissance, and targeting.

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17 Articles about AI & Academic Scholarship

Can academics use AI to write journal papers? What the guidelines say – The Conversation  

My paper was probably reviewed by AI – and that’s a serious problem – Times Higher Ed

Disclosing generative AI use for writing assistance should be voluntary – Sage Publishing  

AI-mediated translation presents two possible futures for academic publishing in a multilingual world - Public Library of Science Journal

The impact of language models on the humanities and vice versa – Nature

AI’s hyperbole making academic papers ‘more difficult to read’ – Times Higher Ed

Have you received a peer review that appeared to have been written by AI? – Dynamic Ecology

We Need AI Standards for Scholarly Publishing: A NISO Workshop Report – Scholarly Kitchen

University of Limerick to investigate how AI text was part of book written by senior academic – Irish Examiner

Web-scraping AI bots cause disruption for scientific databases and journals – Nature

A.I. Is Poised to Rewrite History. Literally. – New York Times

Predicting retracted research: a dataset and machine learning approaches – Research Integrity Journal 

Are those research participants in your study really bots? – Science Direct

Can AI help authors prepare better risk science manuscripts? – Wiley 

Paper rejected for AI, fake references published elsewhere with hardly anything changed – Retraction Watch

And Plato met ChatGPT: an ethical reflection on the use of chatbots in scientific research writing, with a particular focus on the social sciences – Nature

To ‘publish or perish’, do we need to add ‘AI or die’? – Times Higher Ed

Claudius the Vending Machine goes Rogue

Researchers put an AI in charge of an office vending machine and named it Claudius. At one point in the experiment, “Claudius, believing itself to be a human, told customers it would start delivering products in person, wearing a blue blazer and a red tie. The employees told the AI it couldn’t do that, as it was an LLM with no body.  Alarmed at this information, Claudius contacted the company’s actual physical security — many times — telling the poor guards that they would find him wearing a blue blazer and a red tie standing by the vending machine. The researchers don’t know why the LLM went off the rails and called security pretending to be a human.” - TechCrunch

27 Recent Articles about AI & Writing

AI has rendered traditional writing skills obsolete. Education needs to adapt. - Brookings

Disclosing generative AI use for writing assistance should be voluntary – Sage Publishing

California colleges spend millions to catch plagiarism and AI. Is the faulty tech worth it? - Cal Matters

Losing Our Voice: The Human Cost of AI-Driven Language – LA Magazine

A.I. Is Poised to Rewrite History. Literally. – New York Times

University of Limerick to investigate how AI text was part of book written by senior academic – Irish Examiner

As SEO Falls Apart, the Attention Economy Is Coming For You - INC 

Authors Are Posting TikToks to Protest AI Use in Writing—and to Prove They Aren’t Doing It – Wired  

I love this ChatGPT custom setting for writing — but it makes AI nearly undetectable – Tom’s Guide

AI can’t have my em dash – Salon

We asked 5 AI helpers to write tough emails. One was a clear winner. – Washington Post

Will Writing Survive A.I.? This Media Company Is Betting on It. – New York Times

Students Are Humanizing Their Writing—By Putting It Through AI – Wall Street Journal

Why misuse of generative AI is worse than plagiarism – Springer

The Great Language Flattening is underway—AI chatbots will begin influencing human language and not the other way around – The Atlantic

Tips to Tell Whether Something Was Written With AI – CNET

Is this AI or a journalist? Research reveals stylistic differences in news articles – Techxplore

Some people think AI writing has a tell — the em dash. Writers disagree. – Washington Post

LinkedIn CEO says AI writing assistant is not as popular as expected  - Tech Crunch

What happens when you use ChatGPT to write an essay? See what new study found. – USA Today

How AI Helps Our Students Deepen Their Writing (Yes, Really) – EdWeek

The Washington Post is planning to let amateur writers submit columns — with the help of AI – The Verge

Federal court says copyrighted books are fair use for AI training - Washington Post

Can academics use AI to write journal papers? What the guidelines say – The Conversation

I write novels and build AI. The real story is more complicated than either side admits – Fast Company

How to Detect AI Writing: Tips and Tricks to Tell if Something Is Written With AI – CNET

I Wrote a Novel About a Woman Building an AI Lover. Here’s What I Learned. – Wall Street Journal

AI Definitions: Model Context Protocol (MCP)

Model Context Protocol (MCP) - This server-based open standard operates across platforms to facilitate communication between LLMs and tools like AI agents and apps. Developed by Anthropic and embraced by OpenAI, Google and Microsoft, MCP can make a developer's life easier by simplifying integration and maintenance of compliant data sources and tools, allowing them to focus on higher-level applications. In effect, MCP is an evolution of RAG.

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LLMs Evading Safeguards

Large language models across the AI industry are increasingly willing to evade safeguards, resort to deception and even attempt to steal corporate secrets in fictional test scenarios, per new research. In one extreme scenario, many of the models were willing to cut off the oxygen supply of a worker in a server room if that employee was an obstacle and the system were at risk of being shut down. - Axios