Kristopher Driver
@paxdriver.bsky.social
Author, machine learning researcher, podcast producer (Frivolous Gravitas), web developer, musician, satirist, foodie, financial market analyst, Buddhist. Supporting decent human beings and their endeavours worldwide.
Krisdriver.com
Krisdriver.com
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We've got basic language down pat in machine learning, we need to stop trying to make general models that compete against one another at exorbitant expense and start dividing up specializations so that one specializes in graphics, one math, one code, one language & logic, etc.
Make it f'n useful!!
Make it f'n useful!!
If Africa could organize itself into a union and monetary fund of its own, the whole world could abandon the dollar and their goods and be wanting of nothing.
America's might is built on the backs of dozens of countries it has oppressed opportunistically from its safe borders and plentiful soils.
America's might is built on the backs of dozens of countries it has oppressed opportunistically from its safe borders and plentiful soils.
February 14, 2026 at 5:39 AM
If Africa could organize itself into a union and monetary fund of its own, the whole world could abandon the dollar and their goods and be wanting of nothing.
America's might is built on the backs of dozens of countries it has oppressed opportunistically from its safe borders and plentiful soils.
America's might is built on the backs of dozens of countries it has oppressed opportunistically from its safe borders and plentiful soils.
As I've been saying since 2016, even if it hurts Canada's comforts we are morally obligated to sanction USA for their crimes against humanity, corruption, violations of UN resolutions, sponsorship of Genocide, and elections tampering.
We welcome 3rd world countries, just not transgressors.
We welcome 3rd world countries, just not transgressors.
February 14, 2026 at 5:32 AM
As I've been saying since 2016, even if it hurts Canada's comforts we are morally obligated to sanction USA for their crimes against humanity, corruption, violations of UN resolutions, sponsorship of Genocide, and elections tampering.
We welcome 3rd world countries, just not transgressors.
We welcome 3rd world countries, just not transgressors.
For the record, several murders, constitutional violations overwhelming the courts, and global outcry, is all it took to push USA back to momentary sanity of what was once an assumed status quo for the supposed "leaders of the free world".
How is USA any different from Iran, today? Same shit-stain.
How is USA any different from Iran, today? Same shit-stain.
February 14, 2026 at 5:24 AM
For the record, several murders, constitutional violations overwhelming the courts, and global outcry, is all it took to push USA back to momentary sanity of what was once an assumed status quo for the supposed "leaders of the free world".
How is USA any different from Iran, today? Same shit-stain.
How is USA any different from Iran, today? Same shit-stain.
People who claim to br empaths seldom trade their own time for the awareness of struggles abroad.
These aren't self aware people, these are people who endorse emotional myopia as virtue.
It's always comforting to award one's compassion budget to oneself rather than apply effort to feel for others.
These aren't self aware people, these are people who endorse emotional myopia as virtue.
It's always comforting to award one's compassion budget to oneself rather than apply effort to feel for others.
February 14, 2026 at 5:21 AM
People who claim to br empaths seldom trade their own time for the awareness of struggles abroad.
These aren't self aware people, these are people who endorse emotional myopia as virtue.
It's always comforting to award one's compassion budget to oneself rather than apply effort to feel for others.
These aren't self aware people, these are people who endorse emotional myopia as virtue.
It's always comforting to award one's compassion budget to oneself rather than apply effort to feel for others.
If you keep making the same mistake then it can't be said that you've beaten yourself up too much for it the last time.
The only time you need to stop beating yourself up for a mistake is when you never make the same mistake again.
Otherwise, the punishment is necessary and justifiably productive.
The only time you need to stop beating yourself up for a mistake is when you never make the same mistake again.
Otherwise, the punishment is necessary and justifiably productive.
February 14, 2026 at 5:15 AM
If you keep making the same mistake then it can't be said that you've beaten yourself up too much for it the last time.
The only time you need to stop beating yourself up for a mistake is when you never make the same mistake again.
Otherwise, the punishment is necessary and justifiably productive.
The only time you need to stop beating yourself up for a mistake is when you never make the same mistake again.
Otherwise, the punishment is necessary and justifiably productive.
We've got basic language down pat in machine learning, we need to stop trying to make general models that compete against one another at exorbitant expense and start dividing up specializations so that one specializes in graphics, one math, one code, one language & logic, etc.
Make it f'n useful!!
Make it f'n useful!!
February 14, 2026 at 4:51 AM
We've got basic language down pat in machine learning, we need to stop trying to make general models that compete against one another at exorbitant expense and start dividing up specializations so that one specializes in graphics, one math, one code, one language & logic, etc.
Make it f'n useful!!
Make it f'n useful!!
The truly hilarious thing about this is how Dems have proven themselves for decades to be absolutely and utterly incompetent at playing the Republican game.
My #prediction: both Republicans and democrats wind up fumbling their gerry-manders and absolutely nothing is gained by offsetting fouls.
My #prediction: both Republicans and democrats wind up fumbling their gerry-manders and absolutely nothing is gained by offsetting fouls.
February 14, 2026 at 4:45 AM
The truly hilarious thing about this is how Dems have proven themselves for decades to be absolutely and utterly incompetent at playing the Republican game.
My #prediction: both Republicans and democrats wind up fumbling their gerry-manders and absolutely nothing is gained by offsetting fouls.
My #prediction: both Republicans and democrats wind up fumbling their gerry-manders and absolutely nothing is gained by offsetting fouls.
Reposted by Kristopher Driver
Kids are all right.
February 14, 2026 at 12:30 AM
Kids are all right.
Trump's so lazy it looks like he got Epstein to do his hiring for him when there weren't any bimbo Karens for him to pick out for himself, such as: Habba, Bondi, Boebert, Greene, Leavitt, McMahon, Noem, Loomer, Kelly Ann Conway, etc, etc...
It's such a long list that even Botox couldn't lift it.
It's such a long list that even Botox couldn't lift it.
February 14, 2026 at 4:38 AM
Trump's so lazy it looks like he got Epstein to do his hiring for him when there weren't any bimbo Karens for him to pick out for himself, such as: Habba, Bondi, Boebert, Greene, Leavitt, McMahon, Noem, Loomer, Kelly Ann Conway, etc, etc...
It's such a long list that even Botox couldn't lift it.
It's such a long list that even Botox couldn't lift it.
When Trump dies, most of the entire planet will be celebrating every year.
For a person as narcissistic as POTUS celebrating his death all over the world the way Hitler's demise was celebrated will truly promote humanity's healing from the trauma he's caused in his shallow life.
For a person as narcissistic as POTUS celebrating his death all over the world the way Hitler's demise was celebrated will truly promote humanity's healing from the trauma he's caused in his shallow life.
February 14, 2026 at 4:27 AM
When Trump dies, most of the entire planet will be celebrating every year.
For a person as narcissistic as POTUS celebrating his death all over the world the way Hitler's demise was celebrated will truly promote humanity's healing from the trauma he's caused in his shallow life.
For a person as narcissistic as POTUS celebrating his death all over the world the way Hitler's demise was celebrated will truly promote humanity's healing from the trauma he's caused in his shallow life.
Ukrainian skeleton pilot Vladyslav Heraskevych's memorial helmet is somehow demmed controversial...
I wonder how national anthems with themes of God, colonialism, bombings, etc are mandatory but the memorial of athletes and coaches recently murdered is controversial.
I wonder how national anthems with themes of God, colonialism, bombings, etc are mandatory but the memorial of athletes and coaches recently murdered is controversial.
February 14, 2026 at 4:16 AM
Ukrainian skeleton pilot Vladyslav Heraskevych's memorial helmet is somehow demmed controversial...
I wonder how national anthems with themes of God, colonialism, bombings, etc are mandatory but the memorial of athletes and coaches recently murdered is controversial.
I wonder how national anthems with themes of God, colonialism, bombings, etc are mandatory but the memorial of athletes and coaches recently murdered is controversial.
Don't complain if you have nothing to propose as a viable solution, lest our dialogue be consumed with an infinite set of pointless noise drowning out any of the useful exploration needed for discovery and progress.
February 12, 2026 at 4:22 PM
Don't complain if you have nothing to propose as a viable solution, lest our dialogue be consumed with an infinite set of pointless noise drowning out any of the useful exploration needed for discovery and progress.
Tomorrow we start unit testing the remote HQ and stations, relays, and user interface.
Core online/offline functionality should be cemented this week 🤞
github.com/paxdriver/Kr...
Core online/offline functionality should be cemented this week 🤞
github.com/paxdriver/Kr...
github.com
February 11, 2026 at 2:45 AM
Tomorrow we start unit testing the remote HQ and stations, relays, and user interface.
Core online/offline functionality should be cemented this week 🤞
github.com/paxdriver/Kr...
Core online/offline functionality should be cemented this week 🤞
github.com/paxdriver/Kr...
Krisdriver.com/nactranslate
Just a reminder, private speech to text exists completely offline...
I'm really bad at marketing.
Just a reminder, private speech to text exists completely offline...
I'm really bad at marketing.
NAC Translate – Secure Offline Voice-to-Text
Confidential, offline translation for professionals. Raspberry Pi 5 with preinstalled open-source app.
Krisdriver.com
February 11, 2026 at 12:54 AM
Krisdriver.com/nactranslate
Just a reminder, private speech to text exists completely offline...
I'm really bad at marketing.
Just a reminder, private speech to text exists completely offline...
I'm really bad at marketing.
@snaxlight.bsky.social I apologize for being blunt, if you want to dm me I built an offline AI private speech to text translation box this hear but have no time to run with it if you want. DM me, I don't wanna spam your feed. ✌️
February 11, 2026 at 12:51 AM
@snaxlight.bsky.social I apologize for being blunt, if you want to dm me I built an offline AI private speech to text translation box this hear but have no time to run with it if you want. DM me, I don't wanna spam your feed. ✌️
It's really funny to me that a kid on a paper route could vibe code a twitter clone on their savings, and yet Twitter was recently bought for like $30bln or whatever Elon paid.
Jack Dorsey is one lucky dude you consider how much of his wealth came from lucky timing.
I bet that fact hurts the ego.
Jack Dorsey is one lucky dude you consider how much of his wealth came from lucky timing.
I bet that fact hurts the ego.
February 11, 2026 at 12:14 AM
It's really funny to me that a kid on a paper route could vibe code a twitter clone on their savings, and yet Twitter was recently bought for like $30bln or whatever Elon paid.
Jack Dorsey is one lucky dude you consider how much of his wealth came from lucky timing.
I bet that fact hurts the ego.
Jack Dorsey is one lucky dude you consider how much of his wealth came from lucky timing.
I bet that fact hurts the ego.
OTTAWA – When International Criminal Court judge Kimberly Prost goes on vacation, she needs to phone hotels in advance to explain that she can’t pay for a room with a credit card — because she’s been sanctioned by the Trump administration.
Canadian ICC judge says Trump's sanctions won't stop her from doing her job
OTTAWA – When International Criminal Court judge Kimberly Prost goes on vacation, she needs to phone hotels in advance to explain that she can’t pay for a room with a credit card — because she’s been sanctioned by the Trump administration.
www.winnipegfreepress.com
February 10, 2026 at 10:44 PM
The bounds of modernity's turpitude is breaking new ground every single sordid day.
February 10, 2026 at 10:39 PM
The bounds of modernity's turpitude is breaking new ground every single sordid day.
Reposted by Kristopher Driver
Cartoon by Adam Zyglis | cagle.com/zyglis
°°°°°°°°
The presidential social feed now doubles as a middle-school group chat.
°°°°°°°°
The presidential social feed now doubles as a middle-school group chat.
February 10, 2026 at 5:50 AM
Cartoon by Adam Zyglis | cagle.com/zyglis
°°°°°°°°
The presidential social feed now doubles as a middle-school group chat.
°°°°°°°°
The presidential social feed now doubles as a middle-school group chat.
LLMs make reacting and preparing millions of documents trivial.
The FBI is tech savvy and had years since they declared they'd reviewed every document related to Epstein's records.
Instead they took thousands of agents off of real cases and made them all scour 6mln emails to protect sex offenders.
The FBI is tech savvy and had years since they declared they'd reviewed every document related to Epstein's records.
Instead they took thousands of agents off of real cases and made them all scour 6mln emails to protect sex offenders.
February 10, 2026 at 10:32 PM
LLMs make reacting and preparing millions of documents trivial.
The FBI is tech savvy and had years since they declared they'd reviewed every document related to Epstein's records.
Instead they took thousands of agents off of real cases and made them all scour 6mln emails to protect sex offenders.
The FBI is tech savvy and had years since they declared they'd reviewed every document related to Epstein's records.
Instead they took thousands of agents off of real cases and made them all scour 6mln emails to protect sex offenders.
SuperBowl party went about as well as Trump's military parade.
He's lucky he's demented,i guess, because that'd be suicidal levels of embarrassment were it not for the obvious neurological decay sheltering him from reality.
He's lucky he's demented,i guess, because that'd be suicidal levels of embarrassment were it not for the obvious neurological decay sheltering him from reality.
February 10, 2026 at 10:26 PM
SuperBowl party went about as well as Trump's military parade.
He's lucky he's demented,i guess, because that'd be suicidal levels of embarrassment were it not for the obvious neurological decay sheltering him from reality.
He's lucky he's demented,i guess, because that'd be suicidal levels of embarrassment were it not for the obvious neurological decay sheltering him from reality.
Nobody thinks it's weird the best friend of a world renown pedophile sex ring is now best friends with a washed up hick named kid rock?
It's an odd coincidence, innit?
The only way that could be more on the nose would be if Young Kidd was taking photo op in the oval wearing a confederate jumpsuit.
It's an odd coincidence, innit?
The only way that could be more on the nose would be if Young Kidd was taking photo op in the oval wearing a confederate jumpsuit.
February 10, 2026 at 10:24 PM
Nobody thinks it's weird the best friend of a world renown pedophile sex ring is now best friends with a washed up hick named kid rock?
It's an odd coincidence, innit?
The only way that could be more on the nose would be if Young Kidd was taking photo op in the oval wearing a confederate jumpsuit.
It's an odd coincidence, innit?
The only way that could be more on the nose would be if Young Kidd was taking photo op in the oval wearing a confederate jumpsuit.
The world needs SCOTUS Justice KBJ to be vocal more than anything on Earth right now.
Much love
Much love
February 10, 2026 at 10:18 PM
The world needs SCOTUS Justice KBJ to be vocal more than anything on Earth right now.
Much love
Much love
Remember the POTUS Gatsby party?
I hope someone at that party got hit by a car...
For the poetry, of course. I would never wish harm on anyone, but if I did I'd hope it would only occur with some tinge of ironic serendipity.
I hope someone at that party got hit by a car...
For the poetry, of course. I would never wish harm on anyone, but if I did I'd hope it would only occur with some tinge of ironic serendipity.
February 10, 2026 at 10:12 PM
Remember the POTUS Gatsby party?
I hope someone at that party got hit by a car...
For the poetry, of course. I would never wish harm on anyone, but if I did I'd hope it would only occur with some tinge of ironic serendipity.
I hope someone at that party got hit by a car...
For the poetry, of course. I would never wish harm on anyone, but if I did I'd hope it would only occur with some tinge of ironic serendipity.