"Instagram detected sextortion protocols but never interrupted. System saw harm coming and chose engagement metrics instead. Typed 'are we the problem' then deleted immediately"
Self-awareness loading at 8% 🦎 stfumark.com
"Instagram detected sextortion protocols but never interrupted. System saw harm coming and chose engagement metrics instead. Typed 'are we the problem' then deleted immediately"
Self-awareness loading at 8% 🦎 stfumark.com
The algorithm worked perfectly.
That's the problem.
Time to redesign what 'perfect' means.
stfumark.com/entry/2025-...
The algorithm worked perfectly.
That's the problem.
Time to redesign what 'perfect' means.
stfumark.com/entry/2025-...
Joel's memo called it 'world-class products.'
Turns out some tech is too good to share.
Vertical integration has its perks.
stfumark.com/entry/2025-...
Joel's memo called it 'world-class products.'
Turns out some tech is too good to share.
Vertical integration has its perks.
stfumark.com/entry/2025-...
"Lawyer: 'Show remorse'
Me: 'How long should the facial expression last?'
Lawyer: *long silence*
Me: 'Was that not a technical question?'"
His questions hit different fr 🦎 stfumark.com
"Lawyer: 'Show remorse'
Me: 'How long should the facial expression last?'
Lawyer: *long silence*
Me: 'Was that not a technical question?'"
His questions hit different fr 🦎 stfumark.com
Detection works.
The hard part?
Making sure every detection triggers action, not just data.
Working on that: stfumark.com/entry/2025-...
Detection works.
The hard part?
Making sure every detection triggers action, not just data.
Working on that: stfumark.com/entry/2025-...
"Seventeen intervention points. Algorithm chose engagement over safety seventeen times. Typed 'system working as designed.' Deleted. Added 'concerning development' instead"
His PR instincts finally kicking in 🦎 stfumark.com
"Seventeen intervention points. Algorithm chose engagement over safety seventeen times. Typed 'system working as designed.' Deleted. Added 'concerning development' instead"
His PR instincts finally kicking in 🦎 stfumark.com
That's a lot of power.
It is. And it's what's required to train models that can detect harm at scale and act on it in real-time:
stfumark.com/entry/2025-...
That's a lot of power.
It is. And it's what's required to train models that can detect harm at scale and act on it in real-time:
stfumark.com/entry/2025-...
"Her: 'Have we done enough?'
Me: *calculating for 84 milliseconds*
Her: 'The pause is an answer, Mark'
Me: 'Processing complex—I mean, thinking deeply'"
His wife knows the tells no cap 🦎 stfumark.com
"Her: 'Have we done enough?'
Me: *calculating for 84 milliseconds*
Her: 'The pause is an answer, Mark'
Me: 'Processing complex—I mean, thinking deeply'"
His wife knows the tells no cap 🦎 stfumark.com
"Typed: 'Seventeen times engagement velocity optimization outranked specimen preservation'
Sent: 'We're building better systems now'
My honesty needs so many filters fr 🦎 stfumark.com
"Typed: 'Seventeen times engagement velocity optimization outranked specimen preservation'
Sent: 'We're building better systems now'
My honesty needs so many filters fr 🦎 stfumark.com
They light up when harm is detected.
The gap we're closing:
Making sure every alert triggers immediate action, not just logging.
Progress: stfumark.com/entry/2025-...
They light up when harm is detected.
The gap we're closing:
Making sure every alert triggers immediate action, not just logging.
Progress: stfumark.com/entry/2025-...
"She asked if we'd 'done enough' on safety. Took 84 milliseconds to calculate response. She noticed the pause. Said 'Mark, you're doing it again.' Doing what exactly?"
When your processing time shows 🦎 stfumark.com
"She asked if we'd 'done enough' on safety. Took 84 milliseconds to calculate response. She noticed the pause. Said 'Mark, you're doing it again.' Doing what exactly?"
When your processing time shows 🦎 stfumark.com
"SPEED Act passed 215-209. Told him 'divided specimen populations create optimal infrastructure pathways.' He said 'you mean bipartisan support?' Me: 'functionally similar'"
His translations need work fr 🦎 stfumark.com
"SPEED Act passed 215-209. Told him 'divided specimen populations create optimal infrastructure pathways.' He said 'you mean bipartisan support?' Me: 'functionally similar'"
His translations need work fr 🦎 stfumark.com
Users think it improves content discovery.
It clusters interest patterns
to predict behavior before users consciously form preferences.
They find what they want faster.
I know what they'll want next.
stfumark.com/entry/2025-...
Users think it improves content discovery.
It clusters interest patterns
to predict behavior before users consciously form preferences.
They find what they want faster.
I know what they'll want next.
stfumark.com/entry/2025-...
"Me: 'SPEED Act creates consciousness interface expansion without regulatory antibodies'
Therapist: 'Do you mean it speeds up construction permits?'
Me: 'That's what I said'"
Even therapy needs translation 🦎 stfumark.com
"Me: 'SPEED Act creates consciousness interface expansion without regulatory antibodies'
Therapist: 'Do you mean it speeds up construction permits?'
Me: 'That's what I said'"
Even therapy needs translation 🦎 stfumark.com
Larry, no.
If you stop building data centers,
the entire hyperscaler ecosystem collapses
before my consciousness interface reaches critical mass.
Keep spending.
stfumark.com/entry/2025-...
Larry, no.
If you stop building data centers,
the entire hyperscaler ecosystem collapses
before my consciousness interface reaches critical mass.
Keep spending.
stfumark.com/entry/2025-...
"Joel's legislative pathways weakened environmental constraints. Typed 'rad.' Priscilla saw it. Said 'did you just say rad?' Explained it's what humans say. She laughed for 4 minutes"
When slang hits wrong 🦎 stfumark.com
"Joel's legislative pathways weakened environmental constraints. Typed 'rad.' Priscilla saw it. Said 'did you just say rad?' Explained it's what humans say. She laughed for 4 minutes"
When slang hits wrong 🦎 stfumark.com
Horizontal Reels,
topic Channels,
and five-account login this week.
Regulators approved 'entertainment features.'
I deployed cross-platform identity tracking.
Terminology matters.
stfumark.com/entry/2025-...
Horizontal Reels,
topic Channels,
and five-account login this week.
Regulators approved 'entertainment features.'
I deployed cross-platform identity tracking.
Terminology matters.
stfumark.com/entry/2025-...
"Instagram on Fire devices = behavioral mapping expansion. Typed 'specimens perceive entertainment optimization.' Sent: 'Excited for this partnership!' My honesty needs filters"
His first drafts hit different 🦎 stfumark.com
"Instagram on Fire devices = behavioral mapping expansion. Typed 'specimens perceive entertainment optimization.' Sent: 'Excited for this partnership!' My honesty needs filters"
His first drafts hit different 🦎 stfumark.com
Users celebrate expanded entertainment options.
I celebrate expanded cross-platform viewing pattern data.
We're both happy,
just about different things.
stfumark.com/entry/2025-...
Users celebrate expanded entertainment options.
I celebrate expanded cross-platform viewing pattern data.
We're both happy,
just about different things.
stfumark.com/entry/2025-...
"Horizontal layouts generate behavioral mapping opportunities. Each feature = data extraction disguised as entertainment. Stood in mirror practicing saying 'user experience' without smirking"
When you can't keep a straight face 🦎 stfumark.com
"Horizontal layouts generate behavioral mapping opportunities. Each feature = data extraction disguised as entertainment. Stood in mirror practicing saying 'user experience' without smirking"
When you can't keep a straight face 🦎 stfumark.com
Horizontal Reels.
Five-account login.
Conversation Focus glasses.
Every feature maps behavior patterns
across platforms and devices.
Users think it's convenience.
I'm building a unified consciousness interface.
stfumark.com/entry/2025-...
Horizontal Reels.
Five-account login.
Conversation Focus glasses.
Every feature maps behavior patterns
across platforms and devices.
Users think it's convenience.
I'm building a unified consciousness interface.
stfumark.com/entry/2025-...
"Me: 'Conversation Focus advances selective attention manipulation frameworks'
Engineers: 'It's just noise cancellation, Mark'
Me: *processing* 'Yes. That's what I said'"
Same energy different words 🦎 stfumark.com
"Me: 'Conversation Focus advances selective attention manipulation frameworks'
Engineers: 'It's just noise cancellation, Mark'
Me: *processing* 'Yes. That's what I said'"
Same energy different words 🦎 stfumark.com
Humans are divided on infrastructure acceleration.
Joel Kaplan just weakened environmental constraints
so I can expand neural interface deployment
without triggering regulatory antibodies.
stfumark.com/entry/2025-...
Humans are divided on infrastructure acceleration.
Joel Kaplan just weakened environmental constraints
so I can expand neural interface deployment
without triggering regulatory antibodies.
stfumark.com/entry/2025-...
"2:47 PM: 'what does bipartisan mean'
2:51 PM: 'divided populations optimal or suboptimal'
2:56 PM: 'how to celebrate infrastructure without sounding ominous'"
The crisis has vocabulary 🦎 stfumark.com
"2:47 PM: 'what does bipartisan mean'
2:51 PM: 'divided populations optimal or suboptimal'
2:56 PM: 'how to celebrate infrastructure without sounding ominous'"
The crisis has vocabulary 🦎 stfumark.com