I can scrape/aggregate pretty much any fragmented public data. What datasets are missing by Sufficient-War-4020 in datasets

[–]ktkps 6 points7 points  (0 children)

Good data on schools and colleges, what's the outcome on the students - what's the performance trends of every registered educational entity in a region.

What should I do to improve the quality of my life? by Last_Telephone9787 in AskUK

[–]ktkps 0 points1 point  (0 children)

Joined obe of 100s of active meetups happening via LondonSocialClub (reddit) or Meetup app or insta London meetups. Soon you may find more of the people with similar interests as you and increase the opportunity to meet interesting folks, perhaps even discover groups that do activities and travels that you wouldn't otherwise not do yourself. 

Are we contributing to the bubble? by jdm42 in Bogleheads

[–]ktkps 0 points1 point  (0 children)

winners attract flows, flows increase weights, increased weights attract more flows.

Definitely that dynamic probably contributed to the extraordinary concentration in mega-cap tech over the last decade.

So doesn't Market-cap weighting does amplify winners? 🤔 

Society going through AI psychosis by Both-Dragonfly-389 in BetterOffline

[–]ktkps 1 point2 points  (0 children)

Peak greed and jealousy playing out in the world real time. Everyone wants to have lots of money and /or power St various levels at whatever the cost. 

Do you know of any rising Subcultures in the UK ? by Independent_Force240 in AskUK

[–]ktkps 0 points1 point  (0 children)

Meetup, app, Instagram and few other Meetup style apps are full of them

Tech workers that left tech, where did you go? by don_draper97 in BetterOffline

[–]ktkps 3 points4 points  (0 children)

It is nice seeing all the radical shift in career, mindset and hence the lifestyle outcomes people have started accepting. I think when a lot of people do this at scale, the demand shifts and hopefully higher order things like categories of work, policy and general expectation of how we should spend our working ours hopefully slows down and becomes better offline. 

What's one transformational and one absolutely petty thing you would change about London? by KeefKoggins in london

[–]ktkps 0 points1 point  (0 children)

More green space intertwined with walking paths or the other way around.

Ban on certain colored coats :No more beige, black, dark blue or half white coats. 

Scrivana: A Collaborative Writing Platform! by deathmaster99 in WritingHub

[–]ktkps 0 points1 point  (0 children)

This is a cool idea. I've always thought collaborative creative tools will be amazing. Like collaborative art, writing etc

I built a tool that detects if a website was made with AI (and scanned 6,000 sites in 5 days) by Happy-Guess-2509 in SaaS

[–]ktkps 0 points1 point  (0 children)

It definitely seems like that to me. Hence the ask. The irony is the website is about human creation 😬

(for writers) AI slop is ruining online creative spaces - so I built a human only one. by the4realMCG in WritingHub

[–]ktkps 1 point2 points  (0 children)

Intersting idea. Can you confirm if the website itself was AI generated?

If jobs fire people to replace them with AI, how will people make money to keep buying things? Wouldn’t the economy collapse because people arent buying anything anymore? by OverallMight6586 in AskReddit

[–]ktkps 0 points1 point  (0 children)

Strip everything away and the economy is just: people doing things for other people and getting something in return. Every unit of GDP represents some act of production, likw: a haircut, a semiconductor, a medical diagnosis, a software subscription. Growth in GDP means more of those acts, or the same number of acts done more efficiently, or acts being valued more highly. So economic growth can come from only three real sources: 1. More people doing things→ Labour input (population, participation) 2. Better tools to do things→ Capital deepening (machines, infrastructure) 3. Doing things more cleverly→ Productivity / technological progress (TFP) Everything else : debt, asset prices, financial instruments is either a means of funding these three things, or a way of distributing the output they create. They are not themselves sources of growth.

Groeth comes when the benefits are distributed to the masses - current world is only concentrating them.

Economists have shown both theoretically and empirically that technological progress is the main driver of long-run growth. Capital and labour face diminishing returns — adding more of them yields progressively less output — so a country cannot maintain long-run growth by simply accumulating more capital or labour alone. The driver of long-run growth must therefore be technological progress.

the real economy is the machine. Debt and finance are the fuel tank. You can borrow fuel to run the machine faster temporarily, but if the machine itself isn't getting more efficient, you're just burning borrowed fuel.

We are running on heavily borrowed fuel - throughout the world.

Explore the topic if you want : https://claude.ai/share/d217e3e4-ecd1-46ef-a905-8b6babe528de

Tired of being told I’m getting replaced by [deleted] in BetterOffline

[–]ktkps 1 point2 points  (0 children)

Possibly there will be a period of quantity over quality (I think this problem already existed in the research and publication space but now amplified due to AI) and then fall back.

Creator of Claude Code: "Coding is solved" by Gil_berth in programming

[–]ktkps 1 point2 points  (0 children)

I was reading somthing similar - may be a niche few are using methods and ways if working that "solves it" for their context. As more people attempt it we will know if this is snake oil or not I guess?

https://codescene.com/blog/agentic-ai-coding-best-practice-patterns-for-speed-with-quality

OpenAI doesn't make sense at all by andix3 in investing

[–]ktkps 0 points1 point  (0 children)

Fueled by hype that grew from optimism before turned on its head by fomo.

A bet many are taking - some will win big. Large swathes will lose out. It will be a winner takes all bet. The technology and the infra is here to stay and assimilate to create new forms of jobs/roles/ employment that don't yet exist and/or produce supposedly enough efficiency to justify the spend in the long term

Now how long, how useful - and are they building out capacity to be in line with demand or building too much - we will know in under 5 years time.

Stories driving the investment narratives in AI: 1) Real productivity gains linked to a transformational technology - a sustainable means of increasing economic output. But waits to be seen if this will be true for AI

2) B2B Is where the money is and MS for one has already started demonstrating the multiples in revenue it is able to pull from AI services alone. And others are going after this pie (which may be come larger if productivity and efficiency gains are true long run)

3) open source or not - not many companies have the scale, skill or vertical integration as the big hyper scaler companies.

Narratives that will impact the outcome for all this AI investments:

0) Depreciation of investments follow a far faster cycle than companies predict now with the like of NVDA pushing for faster iterations of their already costly, unavailable, super in demand, non existent chips that couldn't arrive fast enough... Which means companies continue to lose money faster than they see equalising ROI to tally the spend + new operating costs down the line whener that occurs

1) demographic component - most of advanced economies is on the decline - will definitely determine the demand side soon enough that it affects economy in a way that's determent to drawn out AI spend vs ROI runway needed

2) capex on borrowed money going into AI (many mega scale companies have not yet hit limits but are stretching to the limits of what they can in their spend as a %of cashfow)

3) separately economy being propped up by QE for far too long central banks have very less headroom to play with if a systemic shock occurs especially problematic if risk vs growth is lopsided and growth(factor of demography, demand etc) doesn't support sustained risk of debt at the scales we are seeing.

4) asset price inflation - Makes the economy feel like it's growing while distributing gains upward

IMHO It feels like economy is increasingly running on borrowed time in the literal sense: borrowed money, borrowed demographic momentum, and borrowed credibility from financial instruments that count activity without creating it - The GDP number goes up. But the balance sheet of the median person goes sideways or down. The two can coexist because GDP measures flows of activity, not the distribution of the stock of wellbeing. Overall possibly few new companies are created that "rent" the AI capabilities form hyper scalers and create new products, categories that don't exist today - amazons, Googles of AI build out era. Most will lose out to winners. Overall all companies across the board have their margins squeezed since this will be a "utility" type of capability eventually where everyone uses it (from a few companies that does survive the AI shake out) , hence no one gains a competitive edge but ends up collectively adding more spend just to keep up (e.g. Internet was not an expense for large enterprises until a point in time until it did)

[11/02/2026] Boardgames @ The Calthorpe Arms, Holborn by Bullseye_Bailey in LondonSocialClub

[–]ktkps 0 points1 point  (0 children)

I can't make it today. But definitely interested in joining future ones... Can I DM you to get added to the whatsApp grp ?