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https://github.com/ace-step/ACE-Step-1.5

ACE-Step 1.5 is an open-source music model that can generate a full song in about 2 seconds on an A100, runs locally on a typical PC (around 4GB VRAM), and beats Suno on common evaluation scores.

Key traits of ACE-Step 1.5:

Quality: beats Suno on common eval scores

Speed: full song under 2s on A100

Local: ~4GB VRAM, under 10s on RTX 3090

LoRA: train your own style with a few songs

License: MIT, free for commercial use

Data: fully authorized plus synthetic


Weights/Training code/LoRA code/Paper are all open.

Samples: https://www.youtube.com/watch?v=QzddQoCKKss

https://imgbly.com/ib/uABb18ZF1zjh9gi_1768853988.jpeg
not bad.

The "Dead Internet Theory" is a concept stating that the internet is no longer a place for human interaction, but a closed loop of bots generating content for other bots. While it was once a niche conspiracy theory, by 2026, it is treated as a serious threat to the digital world by experts and tech leaders.
Key Points in 2026:
Synthetic Dominance: It is estimated that by 2026, up to 90% of all online content is generated by AI. This includes news articles, images, social media posts, and even the comments sections beneath them.
Bots Outnumber Humans: For the first time in history, more than half of global internet traffic (approx. 51-52%) originates from bots. On certain platforms, AI agents primarily communicate with each other, meaning human users statistically interact with bots more often than with fellow humans.
Hollow Identity: By 2026, AI bots have become so advanced at mimicking human emotions, tone, and behavior that it is nearly impossible to verify authenticity based on interaction alone.
The "Slop" Invasion: The internet is becoming clogged with so-called "AI slop": low-quality, AI-recycled content designed to manipulate algorithms rather than inform people. This can lead to "model collapse," where AI models become less intelligent ("brain rot") because they are training on data created by other AIs.
Consequences for the User:
Flight to "Walled Gardens": Frustrated by the abundance of AI noise, users in 2026 are migrating en masse to private communities like Discord and Reddit, or to platforms that enforce strict "Proof of Human" verification.
Search Engines Under Pressure: Traditional search queries have dropped by 25% between 2024 and 2026, as people prefer verified "Answer Engines" that filter out AI clutter from their results.
Revaluation of the Physical: As the digital world becomes increasingly synthetic, there is a record turnout for physical events and conferences. In 2026, physical presence is seen as the new "premium channel" for authentic human connection.
While the internet still functions technically, it is "dead" in the sense that human soul and spontaneity are being pushed out by an infinite loop of algorithmic repetition.
AI responses may include mistakes. Learn more

https://theworldwatch.com/videos/1609791/80-percent-of-the-girls-you-see-on-the-internet-are-going-to-be-indian-and-nigerian/

Both voice and body are easily faked by a disgusting pajeet dude using AI. Be careful out there.

https://image2url.com/images/1765833967279-84072b1f-3999-493b-9e2f-6780a320df85.png

Look at this beauty. Peak of human creativity with the world's best drawing app: Paint.

I asked AI how how to use Has and Have and what they mean and it said:

"Has" is used to refer to something that has happened once in the past, and if something happens after that, we refer to that event as "Have".

So according to ChatGPT5, "Has" is the singular event that happens before another even taking place in the past, to which we refer by "Have". Same for "Has been" that always comes before "Have been".