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Submission + - The Audio Industry Is Grappling with the Rise of 'Podslop' (bloomberg.com)

An anonymous reader writes: Welcome to the modern era of podcasting in which thousands of new shows are released into the world every day with a sizable portion likely being AI-generated. Figuring out exactly which ones fall into that growing category is becoming more difficult just as the industry is starting to take this issue seriously. In only the past month or so, Amazon launched a feature that explains a product by generating a quasi-podcast, complete with co-hosts talking to each other and taking questions from users. Shout out to Business Insider reporter Katie Notopoulos for spotting this (and, naturally, demoing it with an adult diaper rash-cream). Not long ago, Nicholas Thompson, chief executive officer of the Atlantic, noted “podslop” dominated his Spotify search results when he typed in the word “Sora.” This was around the time that OpenAI shut down its user-generated, AI-content-only app.

[...] All of which raises some big, difficult questions. For one, what should the listening platforms do about this incursion? As of right now, Apple Podcasts requires creators who generated a “material portion” of their show using AI to disclose it. The platform also bans misleading or deceptive content. Spotify hasn’t published any specific guidelines around AI, though it maintains general rules around dangerous and misleading content. Where this conversation gets even trickier is when it comes to money. Many of these podcasts are hosted on at least one free service that allows programs to opt into their ad marketplace with zero barrier to entry, meaning these shows (and the hosting service) profit off every listen or download. Spreaker, a company owned by iHeartMedia, is the primary one to watch here. Though it tells users to disclose when they rely on AI, it still allows those shows to opt into its programmatic ad marketplace, which pays creators 60% of the revenue generated by the ads placed in their shows. It stands to reason that most of these thousands of shows don’t reach many people. But in the aggregate, the ears and dollars could add up. Are the advertisers on board with being next to AI-generated content, some of which might be deemed “slop?”

Submission + - Cisco releases open-source 'DNA test for AI models' (scworld.com)

spatwei writes: Cisco released an open-source tool to trace the origins of AI models and compare model similarities for great visibility into the AI supply chain.

The Model Provenance Kit, announced Thursday, is a Python toolkit and command-line interface (CLI) that looks at signals such as metadata and weights to create a “fingerprint” for AI models that can then be compared to other model fingerprints to determine potential shared origins.

“Think of Model Provenance Kit as a DNA test for AI models,” Cisco researchers wrote. “[] Much like a DNA test reveals biological origins, the Model Provenance Kit examines both metadata and the actual learned parameters of a model (like a unique genome that comprises a model), to assess whether models share a common origin and identify signs of modification.”

The tool aims to address gaps in visibility into the AI model supply chain. For example, many organizations utilize open-source models from repositories like HuggingFace, where models could potentially be uploaded with incomplete or deceptive documentation.

Submission + - A 22-Year-Old Dropout Just Reverse-Engineered The World's Scariest AI (forbes.com)

ZipNada writes: When Anthropic introduced its powerful new model, Claude Mythos, this spring, companies and countries freaked out. The general-purpose model, its creators claimed, could discover software vulnerabilities that no one knew existed.

Rather than release Mythos to the world, the company gave it to cybersecurity experts at major companies that build or maintain critical software infrastructure and told them to use it to find and fix bugs before Anthropic unleashed it on the world.

But less than two weeks later, 22-year-old developer Kye Gomez made educated guesses about the core design that makes Claude Mythos so powerful and published OpenMythos, a public project that approximates Anthropic’s breakthrough. Gomez’s code raced through the research community like a prairie fire.

This story has several startling implications: if a self-taught developer can reverse-engineer the structural innovation of a multi-billion-dollar lab in a matter of days, then the proprietary moat around AI architecture may already be gone.

Submission + - Physicists just found a tiny flaw in time itself (sciencedaily.com) 1

alternative_right writes: Physicists are rethinking one of quantum mechanicsâ(TM) biggest puzzles: how fuzzy possibilities become definite reality. New research suggests that spontaneous âoecollapseâ processesâ"possibly linked to gravityâ"could subtly blur time itself.

Comment Re:Yes (Score 1) 192

It isn't colonial, it is industrial. The current format of school is that of preparing for a factory workforce. We are post industrial, knowledge/AI/Whatever it will be called workforce.

Educators need to come to grip with getting EVERY child their MAX educational value we can. This means breaking the rows and columns of desks in a classroom, and getting kids their most valuable education they can get. This means some will do much better than others. Talent has gradations. Not everyone can be a Astro Physics expert.

I spent 20 years working in K-12 in a suport role. The issues vary greatly across population densities and social and economic status. The large district I worked for (~55,000 students) featured everything from schools where every kid must be prepared to go to college, to trying to arrest the pregnancy and dropout rates.

The problem is when education is treated as a monolithic bloc. Issues vary incredibly widely from school to school, from neighborhood to neighborhood. An additional problem is the attack stemming from the anti-tax crowd on public education, eroding budgets and thus paychecks, generating disrespect for teachers, and causing many to leave the profession for something that pays better. That leads to erosion of the system and it starting to break down.

Comment Re:He's an idiot but he still won two elections (Score 2) 287

Yep, to your point, it wasn't Trump who won two elections, it's Democrats that lost two elections that the electorate would have handed to them on a silver platter had they simply not continued to ignore the concerns of 80% of democratic voters in favor of a system that continues to punish poor people for trying not to be poor.

Comment 5x86 DX/133 (Score 1) 132

My very first linux box, which I still have and is still running today, is still on RedHat 3.0.3 that I got on a CD in a book from the Media Play in Poughkeepsie NY in 1996. Granted it is completely useless except as a samba server sharing the 1.6GB hard disk that is still in it (and still works). But, I keep it for posterity, and because I like having a monitor with xearth on it.

I could probably put a newer distribution on it but with only 24MB of RAM, the newer stuff would choke out on it.

Comment Re: Here we go again.... (Score 1) 118

I didn't really use Works, but I supported enough PCs that had it that I had a lot of exposure to it. I didn't use it because the file formats for it were annoying when I had access to Office.

It was pretty common OE software on new computers too.

If I didn't have access to Office, I tended to use WordPad. It was nearly always good enough honestly.

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