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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: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.

User Journal

Journal Journal: Signal, Whatsapp, Telegraph 3

Is it just me or are these three platforms the arena of bad decision making in startup businesses? When somebody tries to lure me off of social media into one of these three platforms, alarm bells start ringing in my mind. If you're leading your business with communications on Signal or Whatsapp, just know that I for one will not be taking your business seriously.

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