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Aidan Poland
2.1K posts

Aidan Poland
@thecaptgretsch
Drums, drums, drums. And a bit of PNE, like!
Katılım Nisan 2010
370 Takip Edilen122 Takipçiler

@AlexBarnicoat_ Where is your 10,000 figure from? I can’t find that anywhere?
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@ruthergears21 @TheMeldrew Hahaha. I love that the last sentence should have been thought before they wrote the first part.
Utterly bats these gammon fucks
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@thecaptgretsch @TheMeldrew You've just been made redundant. You have to leave the country.
Wankers
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Aidan Poland retweetledi

There's a shocking fact about AI that nobody tells you: You can catch up to the public AI research frontier in just 2 weeks. Yes, really.
I've built a $150M annual revenue startup over the last 8 years and If I were to start a company today, I’d drop everything and go all-in on AI.
But like many busy software builders, I felt lost—overwhelmed by the noisy, crowded and fast-moving modern AI landscape. And I wasn’t alone.
So I spent my entire holiday diving deep into AI research—reading 30+ papers, watching hours of lectures, analyzing trends, and catching up to the research frontier.
✨ Here’s what I learned:
- You don’t need months (or years) to catch up.
- You don’t need a PhD or decades of ML experience.
- You need fewer than 20 papers and 2 weeks to understand the major breakthroughs shaping AI today.
It's because the technology is extremely nascent and most techniques that came before are no longer relevant:
- ChatGPT is barely 2 years old and Transformers are only 7 years old.
- Most game-changing discoveries happened within the last 4 years, driven by a few breakthrough ideas, scaling laws, and efficient matrix multiplication.
The biggest secret?
Many groundbreaking AI papers with thousands of citations are surprisingly simple and applied, like adding "let's think step by step" to the prompt, or simply asking the LLM over and over again to improve its answer (Self-Refine).
I realized there are tons of founders and builders in the same boat—wanting to dive deeper into AI but unsure where to start.
I've created an essential AI Guide that helped me catch up, in just 2 weeks, to the frontier of public AI research to figure out where the next opportunities and gaps were:
- Curated list of only the most important papers
- Simple explanations of key concepts
- Clear pathway to understanding the frontier of modern AI
It’s perfect for:
- Founders expanding into AI
- Builders wanting to innovate at the frontier of AI
- Investors looking to separate the signal from the noise
👇 Want the full guide?
- Like and Share this post
- Comment "AI Guide"
- I'll send you the complete guide
(ps, I’m also teaming up with @VishalVasishth, co-founder of @obviousvc with @ev (focused on large-scale societal impact companies like Twitter, Medium, Beyond Meat), to host a small meetup to discuss what's working and needs to be solved in the AI stack in SF. Message me if you're interested)

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@AlbzSFC I’ve started running a sweepstake with myself as to when this is gunna be first chanted. Earliest was within 5 minutes. Just mindnumbing banal chanting
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@micjbrown Oh dear lord… put a gold thread in the neck and arm trim and then take my money
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@capaled Been going on since 87, used to live round there and never noticed this before
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Amazes me how continuously straight this road is considering a ground interrupts it

Preston North End FC@pnefc
Deepdale. AKA home. 🏡 #pnefc
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@MarinaPurkiss I don’t know how you talk to these duplicitous bastards, Marina… they make me infuriated with their obfuscation and spin
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@iwasvvdrunk @pnefc He plays chicken with them every time, and they call bluff and get a fat contract when he panics, or they bugger off for nowt.
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@pnefc Sorry, but this is bollocks. AB/BP/DJ/BD we should have been bringing in £25m+ for us to reinvest. We didn’t. And we haven’t learnt our lesson with all the OOC players this summer (granted they are worth nowhere near those 4). Stop letting assets run their contracts down!

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📝 Annual results for the financial year to 30th June 2024 have today been published.
Read comments from both Craig Hemmings and Peter Ridsdale. 👇
#pnefc
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@GHodgsonSport Hopefully it’s the final ramblings of a man determined to do four jobs that he isn’t qualified for. Frightening that this man has this much control. Can’t handle players at the end of contracts, can’t admit he’s wrong, can’t work with the meagre money we have.
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Peter Ridsdale has defended the club’s ‘streamlined’ club structure, saying it gives PNE ‘a fighting chance in the ever complex and data-driven world of scouting new football talent.’ #pnefc
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Nothing to do with people being anti-Irish, he’s a cunt, gives it out like a cunt but can’t take it. Fuck him
IrishPropaganda🇮🇪⚽️@IrishPropaganda
James McClean will now be allowed to leave the pitch using the shortest route to the tunnel in a bid to improve his safety due to the abuse he receives This is what anti-Irish behaviour in the stands of English football has led to…
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Aidan Poland retweetledi

🎁 Fancy winning Mads Frøkjær's signed FC25 card? 🔢
For your chance to win, repost and reply with #BeMoreMads. 💬
#pnefc

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@thecaptgretsch @GHodgsonSport @yuhirakawa1314 football is a semi-contact sport and a challenge like this is nothing but filthy and dangerous

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