Mind Matters Natural and Artificial Intelligence News and Analysis

CategoryBusiness and Finance

mock-code-for-an-ai-large-language-model-llm-that-could-inte-1039114635-stockpack-adobestock
Mock code for an AI Large Language Model (LLM) that could intelligently answer questions. LLMs are one of the most popular implementations of recent Artificial Intelligence research

LLMs Still Cannot be Trusted for Financial Advice

The limitations of Large Language Models (chatbots) are illustrated by their struggles with financial advice

The real danger remains: we may think computers are smarter than us and consequently trust them to make decisions they should not be trusted to make.

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Digital data stream analysis cyber environment visual display technology abstract perspective

Machine Learning Algos Often Fail: They Focus on Data, Ignore Theory

Without a theory, a pattern is just a pattern

The data-mining algorithms may recognize that a statistical pattern has vanished but won’t know why because they do not understand it as a logical relationship.

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2 Seifenblasen

Yes, the AI Stock Bubble Is a Bubble

It's unfolding the way a financial bubble typically does

Unlike the Internet, LLMs are not useful enough to prompt customers to pay prices that reflect the hundreds of billions of dollars needed to develop them.

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Young business people in office

Today’s Startups Are Doing Much Worse Than Those of the Past

The percentage of startups profitable at IPO time has steadily declined since the 1980s and most valuable ones take longer to become profitable

We should certainly stop making overly optimistic claims about America’s system of startups, science, and technology.

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Overhead of colleagues having a marketing meeting in modern office. Above a busy workplace, coworkers brainstorm and develop strategies for a startup business, unity, planning and innovation at work

How to Build an AI Company: Advice from a Seasoned Entrepreneur

In the podcast, Copps emphasized the necessity of remaining flexible and open to change: “Don’t be married to your idea.”

Marks, the podcast host, added an essential perspective on networking, stressing the value of facing fears and engaging with influential figures.

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Silhouette people helping to connect jigsaw and puzzle to success

AI Entrepreneur Seeks To Empower Others Through Innovation

David Copps came back from split-brain surgery determined to use his entrepreneurial skills to empower others.

Copps flatlined for a moment during the surgery — done to relieve epilepsy — and that experience reinforced his belief that life has a greater purpose.

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Man choosing which hamburger to eat from fast food restaurant

A New McDonald’s PlayPlace Doesn’t Look Very Fun

A virtual playground doesn't offer kids genuine play

Hopefully the McDonald’s corporation will realize that the PlayPlace is a big part of what makes its restaurants so appealing.

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Robot Assembling Puzzle Pieces

Unequal Profits: Why AI Needs Successful Applications

Readers may be surprised to learn that these widely touted AI advances are not making their developers much money

In the short run this system is being propped up by the big tech players but for a stable future, it needs to be self-sustaining.

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Minimalist AI Icons: ChatGPT vs DeepSeek, Sleek Gradient Background, Futuristic Design, No Text

DeepSeek’s AI Model Shakes the Market

A wake-up call for U.S. tech

The new reality is one where efficiency, not just brute computing power, will dictate the future of artificial intelligence.

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Man working with stock market data.

Sloppy Science is a Statistical Sin

Evidence of sloppy science encourages readers to wonder if the entire research project is compromised

Journals should require authors to make their data available online before publication and encourage others to try to replicate the research they publish.

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Beautiful translucent soap bubble on dark background

Do High AI Startup Valuations Mean Great Success, or Desperation?

The answer is important but is not as clear as we might think. First, let's look at the background

Consider a recent news report: “Anthropic is in advanced talks to raise $2 billion in a deal that would value it at $60 billion, more than triple its valuation from a year ago” says the Wall Street Journal. Anthropic’s last venture capital (VC) funding round, less than two months ago, raised $2 billion, bringing its total funding to $9.6 billion. OpenAI had raised $6.6 billion, last October just a year after it raised $10 billion from Microsoft the previous year and just months after it also raised funds on the debt and secondary markets. So that $6.6 billion round was the largest VC funding round ever, a little larger than the $6 billion that Elon Musk’s generative AI startup, xAI, raised in 2023. Read More ›

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Translucent soap bubbles floating with natural green backdrop

The AI Bubble: Hype, Reality, and Consequences

In this week's podcast, Pomona College economics prof Gary Smith discusses with Robert J. Marks what generative AI is and isn't good for

AI can be a helpful tool when used appropriately but, he warns, the current AI boom mirrors past economic bubbles, driven by hype and inflated expectations.

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Bubbles

Another Warning That the AI Bubble Is Near Bursting…

AI analyst Gary Marcus: There is no principled solution to hallucinations in systems of this type

Maybe the reason there is no principled solution to AI hallucinations is that we cannot create artificial human minds.

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Cows at stable. Netherlands. Farming. Modern Dutch farm. Netherlands. Cows eating roughage. Cows eating silage. Feed gate. Cattle breeding.

NYT Column: Factory Farms Are Good for People and the Planet

Journalist Michael Grunwald points out that factory farming means fewer natural spaces are cleared for farmland than would otherwise be the case

Journalist Michael Grunwald points out that factory farming means fewer natural spaces are cleared for farmland than would otherwise be the case.

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A person uses touch screen technology in everyday life. AI Generated. Suitable for advertising.

Flashes of Genius: Hal Philipp’s Journey of Invention, Resilience

His groundbreaking work on optical sensors for automated doors and faucets laid the foundation for his career

Reflecting on his 100-hour workweeks and legal battles, he cautions against solo ventures without financial and legal backing.

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ATM machine in a dimly lit area with ambient lights and signage.

Debanking May Be More Common Than We Realize

Sometimes the motive seems political — unrelated to concerns about creditworthiness or suspicion about illegal activities

Last March, it came out that the US Treasury Department had sent a list of “hate groups” to major US banks; more recently, a number of crypto firms were hit.

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Manhole drain cover on streets of lower Manhattan

Microsoft: What Did You Need To Work There in the Early Days?

They asked questions that were not about the details of computer technology. The questions made you think. Hard.

For example. they would ask questions like, why are manhole covers round?

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Student child holding smartphone during control exam test at school and cheating on the exam

Chegged Out: How ChatGPT Schooled a Study Giant

AI has transformed how students approach both learning and cheating

AI is going to both create and destroy businesses. An interesting victim of AI is the academic assistance business. Academic dishonesty, the dark side of academic assistance, is a fancy term for cheating. With profit-motivated websites like Chegg.com, cheating became easier. When taking an exam, a student could take a photo of a difficult problem and send it to Chegg. In literally minutes, the student would be sent the answer over a cell phone. How do they do it? Often Chegg employs smart nerds from poor countries who, by local standards, are paid big bucks for their efforts. To use Chegg, a subscription is needed. But why include a human in the loop when AI can give you a quicker Read More ›

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Inferno Social media hype concept art poster.

AI Pessimists vs True Believers: A Deepening Divide

There is a growing divide about AI even among AI experts but many of them like polarizing content, just as the consumers of political information do

True believers don’t focus on short-term trends because they aren’t very positive. But short-term trends should be consistent with a long-term forecast.

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