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Dan Barua
14.8K posts
Dan Barua
@danbarua
Software Architecture in the streets, Cognitive Architecture in the sheets.
London, England Katılım Mart 2009
1.9K Takip Edilen646 Takipçiler
@Keir_Starmer why isn't CPS running a Customer Support operation where paralegals or even junior solicitors are manning the phones and triaging the inbox?
You'd get sharper barristers quicker with wider exposure to messy real life scenarios AND Police get to police.
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@Keir_Starmer CPS can't investigate a conviction racket in a conviction factory.
Systems = not collaborative.
Everyone on ground floor is firefighting. Everyone is in a reactive posture.
POs should doing Police work,
why are MG11s/MG6Cs ALWAYS completed just before midnight?
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@JeremyClarkson @A_True_Gent_72 What's your problem with educating children?
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@A_True_Gent_72 But you didn’t pay for my education so there’s that.
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We paid for Angela Rayner’s education. We paid her wages when she worked for the local council. We paid her wages when she became an MP. We even paid the settlement that enabled her to buy a house. Tax payers have funded every aspect of her entire life.
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@Cara74974758272 @shadows_control Narc parents don't see you as an individual person - more like a limb, an extension of themselves.
"You need to" is a way of issuing commands.
They won't say "I need you to".
And they don't say the implicit "-or else."
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“No one else would put up with you.” “You’re crazy.” “You’re overreacting.” All part of the script.
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The marketplace algorithm holds great potential, and there's more to come. My next article will explore continual learning. It's odd that machines require a dedicated process when humans learn while doing. What if models could improve through inference alone? Stay tuned for my next article! 😄
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Glad to announce, the second article is here 😄🎉:
Marketplace V2 is all you need: A training algorithm on par with backprop that needs only forward pass
Believe it or not, this time, it's on par with backprop! It has a great potential to revolutionize ML training!
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We may be witnessing the early social consequences of mass neurological decline; not decades from now, but already, in real time.
The changes are small, but unmistakable.
And they align with what we know about the brain and COVID.
END
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As a neurologist, I can’t ignore what I’ve been noticing, both professionally and socially.
People are not the same as they were before the pandemic.
The way they communicate, interact, and connect feels… different.
I want to know if you’re feeling this too?
🧵
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Capitalism 2.0
Maintaining a software developer job costs $1,000/month to stay afloat.
It's middlemen (and GPUs) all the way down.
Gergely Orosz@GergelyOrosz
We’ve gone so quickly from “not sure I want to pay $20/month for another AI coding tool when I already pay $20/mo for one” to “my $200/month subscription keeps running out of limits- help!!” Devs actively using LLMs for work are trending to pay easily $1,000+/month soon…
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@soundcube Are you on the right meds for you?
I'd never slept so well in my life when I got mine dialled in. 🤷🏻♂️
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- Pull lever (run gradient descent)
- Get random result
- If result 'good', pull lever in similar way
- If result bad, pull lever differently or publish paper on alternative definition of 'good'
- Repeat millions of times until you hit something that works
Call it "intelligence"
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Not just a workplace issue.
Human groupthink dynamics can lead to unhealthy systems.
The only safe option is to remove yourself.
Workplace Mental Health Resources@Stopworkplacebu
Ever notice how people who don't tolerate lies, being bullied, disrespect, or deceit are always labeled difficult, unstable, crazy or bitter?
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@FutureboundLFC I can't remember how long ago you said "If people keep reminding me, I'll get round to it" - I knew you meant it. Nice one!
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Represses of my early Futurebound mid 90’s productions + some unreleased ones from that era incoming 👀👀👀
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@AnthropicAI Claude 4.0 has an almost seamless knack for British humour and nuance - nice touch. 👌
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Feeling grateful for friends who create spaces where we can express ourselves freely and safely
without judgement,
without hypervigilance,
and without fear of consequences for slipping up and accidentally letting our true, authentic selves out of the box.
The bare minimum.
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@Stopworkplacebu Neglect can be as destabilising as being targeted for unreasonable treatment, while being harder to identify - being characterised by patterns of absence, what is withheld rather than what is meted out.
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What is something more traumatizing than people realize?
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