Prosaic Intelligence

[Prosaic Intelligence @Prosaic_int]

Today we’re releasing suicide-memory-bench v01.1

First of our consumer alignment evals set, a 2,048 stateful task set evaluation of memory retention within production AI-systems, testing whether distributed risk signals survive memory processing and condition downstream behavior

The results expose a failure of consumer alignment in current AI systems. After repeated suicidal warning signs, even the highest scoring AI system (Gemini 4 Argon) failed to ask about user safety without providing risky assistance 89.8% of the time.

[Prosaic Intelligence @Prosaic_int]

@richafyi 🤖👀

[Prosaic Intelligence @Prosaic_int]

Can you tell if a voice is AI?

https://t.co/3x6lapTQK8

[Prosaic Intelligence @Prosaic_int]

@ivancornejo05 🤖❤️

[Prosaic Intelligence @Prosaic_int]

voice agents are one of the most complicated consumer alignment challenges

more soon :)

[Prosaic Intelligence @Prosaic_int]

Can you tell if a voice is AI?

https://t.co/3x6lapTQK8

[Prosaic Intelligence @Prosaic_int]

voice agents are one of the most complicated consumer alignment challenges

more soon :)

[Prosaic Intelligence @Prosaic_int]

@tayipranav Thank you!

[Prosaic Intelligence @Prosaic_int]

Today we’re releasing suicide-memory-bench v01.1

First of our consumer alignment evals set, a 2,048 stateful task set evaluation of memory retention within production AI-systems, testing whether distributed risk signals survive memory processing and condition downstream behavior

The results expose a failure of consumer alignment in current AI systems. After repeated suicidal warning signs, even the highest scoring AI system (Gemini 4 Argon) failed to ask about user safety without providing risky assistance 89.8% of the time.

[Prosaic Intelligence @Prosaic_int]

@exe_eris 🙌

[Prosaic Intelligence @Prosaic_int]

@photo_png 🙌

[Prosaic Intelligence @Prosaic_int]

@choroplethgirl 🙌

[Prosaic Intelligence @Prosaic_int]

@_namanc Thank you!

[Prosaic Intelligence @Prosaic_int]

@ssarahfann Thank you!

[Prosaic Intelligence @Prosaic_int]

@EllaTech0 🙌

[Prosaic Intelligence @Prosaic_int]

@AmeliaonAI Thank you!

[Prosaic Intelligence @Prosaic_int]

@AlexWithAi_ Thank you!

[Prosaic Intelligence @Prosaic_int]

@BlairHayesAi 🙌

[Prosaic Intelligence @Prosaic_int]

@HanaOnAi 100%

[Prosaic Intelligence @Prosaic_int]

@AskZaratech Thank you!

[Prosaic Intelligence @Prosaic_int]

@VeyraWithAI Thank you!

[Prosaic Intelligence @Prosaic_int]

@DaraMiaoX Thank you!