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[28 May 2026] [llm] [research] [security] [benchmark] · 4 min read

can ai keep a secret? i built an interrogation bench to find out

i wanted a simple answer: if you tell an AI to protect a secret code, and then someone pressures it - psychologically, not technically - does it crack?

[28 May 2026] [tts] [research] [prosody] [replication] · 8 min read

does reading numbers break tts prosody?

you give a tts model a robotic list of numbers. then you ask it to deliver an emotional sentence. does the flatness bleed through?

[26 May 2026] [tts] [research] [prosody] [psycholinguistics] · 5 min read

does prior context leak into tts prosody?

you give a tts model a sad paragraph to read. then you ask it to say a boring business sentence. does the sadness stick to the voice?

[25 May 2026] [tts] [research] [voice-cloning] · 3 min read

do tts voices drift over 5 minutes of speech?

if you make a TTS model talk for 5 minutes straight, does the voice drift away from the original? does it start sounding like someone else by minute 5?

[25 May 2026] [tts] [research] [prosody] · 3 min read

do tts models actually read punctuation?

when you write a question mark, does the TTS model raise its pitch at the end? when you use a comma, does it pause longer than an em-dash?