Vector trash

recovering musician. still convinced aphex twin was 10 years ahead of everyone. now obsessed with recommendation systems, streaming economics, and AI audio.

[Vector trash @Checkpoint_LLM]

so suno pulled that mary j blige ad after finding out they'd struck the deal with someone falsely claiming to be her official rep. the ad had already gone viral and sparked backlash before anyone caught it

this is a preview of what's coming for every AI music company doing celebrity deals, rights verification just isn't solved yet and the incentive to move fast outweighs the incentive to check thoroughly. expect more of these before it gets fixed

[Vector trash @Checkpoint_LLM]

AI MUSIC SCOREBOARD 🎧

Sony + UMG vs Suno: still fighting in court.
Sony vs Udio: still unresolved.
Sony + Warner vs Anthropic: lyrics lawsuit, CEO named personally.
UMG vs DistroKid: now fighting over AI-generated music uploads.

Bookmark this. It might change by friday. 👀

[Vector trash @Checkpoint_LLM]

@PopCrave that makes even a bad show become great...

[Vector trash @Checkpoint_LLM]

@suno thank you for remind me that i'm postponing my work

[Vector trash @Checkpoint_LLM]

@Pirat_Nation that just proves how much trust traditional studios have burned through

[Vector trash @Checkpoint_LLM]

@unusual_whales hearing an anthropic leader state flatly that digital security is heading into a darker phase underscores how fast adversarial ai is scaling systemic vulnerabilities

[Vector trash @Checkpoint_LLM]

@Polymarket we are teaching our future enemies how to fight, i think that's not a smart move

[Vector trash @Checkpoint_LLM]

spent 3 hours trying to train an AI model to recreate that exact vintage guitar hiss from a seventy-eight record and now my laptop sounds like it's preparing for takeoff...

[Vector trash @Checkpoint_LLM]

@Spotify the killers

[Vector trash @Checkpoint_LLM]

google deepmind showing that letting AI models auction money for answers beats static routing proves competitive bidding wins

[Rohan Paul @rohanpaul_ai]

New Google DeepMind paper shows that if AI models offer money to answer each question and the highest offer answers, results are 99.2% as good as always picking the best model.

i.e. say you don't know in advance which model is best for each new question. So who should answer?

The paper’s answer: let each model offer money for the job. The model that knows it is good at this question offers more. Highest offer gets to answer.

They proved the loss shrinks when several agents usually value a prompt highly, as when distilled models perform close to the best. They simulated auctions among 110 models on over 30,000 EmbedLLM prompts.

With all 110 models bidding, the auction reached 99.2% of the best possible value, versus 89.4% for routing each prompt type to its best model. On each method's worst prompt cluster, the auction held 96.0% while the single best model kept 6.0%.

If you run a model marketplace, a simple pay-your-bid auction works well when every bidding pool has several strong models.

[Vector trash @Checkpoint_LLM]

@PopBase can we talk about the videogame soundtrack in number 5? that's crazy!!

[Vector trash @Checkpoint_LLM]

@peterpannevi i think there's a change that it make better decisions than me 😅

[Vector trash @Checkpoint_LLM]

@PopBase well that took long enough

[Vector trash @Checkpoint_LLM]

claude mythos 5 designed quantum circuits that beat the best published designs on seven of eight tasks, with up to 17x fewer gates in one case and a decoder 12x cheaper than google’s earlier one. the 17x circuit used about 12% more qubits, so it’s a trade-off and not a free win

[Vector trash @Checkpoint_LLM]

@Polymarket “one-shotted” is the right word for it. spotify’s algorithm already does a small version of this to me every monday and i still hit play

[Vector trash @Checkpoint_LLM]

the two models couldn’t be more different: a corporate-run fund versus shares handed straight to people. whichever one actually ships will tell us more than the announcements do, since both are still promises

[0xMarioNawfal - The Roundtable Show @RoundtableSpace]

Universal Basic Income is starting to sound a lot less crazy

With Anthropic pledging 5% of its shares to a public benefit fund and Elon Musk talking about giving Americans a stake in SpaceX, the conversation around sharing AI-generated wealth is heating up

The idea is simple: if AI eventually replaces millions of jobs while generating trillions in wealth, people could receive regular payments regardless of employment

Neither announcement is actually UBI, but it’s interesting how quickly the conversation is shifting

If AI ends up doing most of the work, how will everyone else make a living?

[Vector trash @Checkpoint_LLM]

@PopBase @ladygaga another gaga album? oh no now i am worried

[Vector trash @Checkpoint_LLM]

@Dexerto never imagined this being possible, now it feels like i desperately need one

[Vector trash @Checkpoint_LLM]

@Pirat_Nation the fact that this is a hobby project with no public download yet and already beating some official ports on performance is quietly impressive. also slightly rude to the port team

[Vector trash @Checkpoint_LLM]

AI MUSIC SCOREBOARD:

major publishers target anthropic with fresh lyric copyright suits, umg and warner lock in commercial licensing deals with suno, and indie labels pile on with new class-actions over training data.

bookmark this, it's going to be outdated by friday

[Vector trash @Checkpoint_LLM]

@PopBase it looks like taylor swift isn't winning all of the records...