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Great article. I will add that Extra High and Pro levels of work are available in ChatGPT for Teams ($25 USD/seat, min 2 seats); not just the $100+ tier.


Not for long. Too late to get Business now to exploit this, since EH and the small credit-free Pro allowance will soon be restricted to Premium Seats ($100/m).


I've noticed a near 1:1 overlap of people who advocate against shadow development, and people experiencing status anxiety about the fact that AI has proven that they barely pass the bar.

Some arguments about shadow development and IT are valid, like security and who takes ownership after the original developers leave, but they don't really account for the reality that organizations expand constantly, business needs are perpetually exploding and most development shops are so mired in business requirements and bureaucracy that there's genuinely no value involved with interacting with them.


You do realize that you're making the exact same arguments as a dictator who just commandeered a tank, right?

> business needs are perpetually exploding

Ignorance is perpetually overthinking. If you want to be an engineer, you should quit your current role and reapply instead of ranting on here.


The link, since it seems to be missing?

https://speko.ai/


Yes, i added it. that's the right link.


Awesome. Thanks for sharing!


It is Germany, Austria, Switzerland.


Thanks! I must admit this is the first time I have heard of the acronym.


Interesting, I imagined it is behind only EMEA, APAC in terms of notoriety as a geographic, multicountry market segment



>HN hasn't been Bay Area centric in years. Honestly, most comments and usership on the platform seems to now align with DACH.

I honestly do not get this at all. HN remains very US-centric to me, and especially centric to the mindshare of the Bay Area's IRL conversations, and apart from some takes on tech rights, does not really remind me of my experience in DACH.


As someone from the DACH region I very much agree with this. I don't see a shift from typical US opinions to opinions often held in the DACH region. Not at all.


> HN hasn't been Bay Area centric in years.

>> HN remains very US-centric

Bay Area != US

The Bay Area is its own microcosm of culture and philosophy that diverges significantly from much of the US.

Not making a statement on how prevalent either are on HN, but Bay Area is very much not equivalent to the US.


As an American, it’s extremely Silicon Valley centric, at least in mindset.

Extremely. The valley/startup lens is absolutely the dominant one.


> I honestly do not get this at all. HN remains very US-centric to me, and apart from some takes on tech rights, does not really remind me of my experience in DACH.

The majority of HN's usership, posting, and comment activity occurs during peak EU work hours (3am-9am), stylistic patterns that are common for German-, French, and Polish-native speakers are increasingly prominent (eg. periods and spaces instead of commas in numbers, spacing between quotation marks and words, failing to use context clues to infer timezone), and the fact that IRL conversation topics in the Bay Area tech scene are entirely different from those on HN shows a massive divergence in userbase.

HN "Who wants to get hired" threads are a good example of that as well.

I'd recommend deep diving in the HN scrape dataset on HuggingFace [0]. The site has diverged heavily compared to 2018 or 2012.

[0] - https://huggingface.co/datasets/open-index/hacker-news


While I appreciated your source 1.) I doubt 99% of Europeans work during 3am - 9am 2.) At least there can be other reasons: 2a.) EU times and African times are basically the same and Africa has a huge population. 2b.) India is closer timewise to EU/African time zones 2c.) What are about posts afterworks?

" RL conversation topics in the Bay Area tech scene are entirely different from those on HN shows a massive divergence in userbase. " Any proof?


I assume the 3am-9am figure was in US Pacific time, in order to emphasize the difference from the working hours of people on the US west coast.


Sure, but that's 12-18pm CET, which is hardly peak EU work hours.

So what does "the majority" mean? 51%? Because that's just saying those 51% occur during EU/UK afternoons and east cost mornings.


How would you say the "IRL conversation topics in the Bay Area tech scene" diverge from HN?


> How would you say the "IRL conversation topics in the Bay Area tech scene" diverge from HN

For starters, most Bay Area residents are not active on HN on a sunny Sunday afternoon during peak brunch time, a Giants v Rockies game, a social race in the Marina, during the weekend right before college move-in begins for a number of UCs, and the first weekend after the K-12 school year started.

Secondly, the technical conversations on this HN are somewhat divorced from those which are common now. Firstly, no one cares about system cards or micro-level model changes and performance anymore - the name of the game now is eval, harness development, RL/reward engineering, and model-agnostic development.

Thirdly, the vibe change around layoffs the job market is completely different. While there have been plenty of layoffs (and friends and acquaintances of mine have been impacted), most have been able to land jobs within weeks with a similar base/bonus/equity structure.

Furthermore, the Ivy-versus-nonIvy division and rhetoric is nonexistent in the Bay. Everyone here knows a UCLA grad has the exact same opportunties right out of college as a Stanford grad. Most high value careers like startups, PE/VC, big tech, etc recruit from a mix of 20-30 public and private schools that I have listed multiple times on here. And to add to that - "MBAs" as a moniker is nonexistent as most of us who are in decisonmaking roles here in VC, Corporate leadership, and mid-level management are engineers who never did MBAs or any kind of grad school (except our Chinese/Indian peers because of the F1 OPT).

Additonally, most people are levelheaded about AI - they don't deride it as useless but they also don't think it's going to destroy all jobs. On HN you get very black-and-white and highly polarized thinking that AI is only going to lead to X or Y.

And finally, I notice a degree of European anti-Americanism and American anti-Europeanism that is nonexistent in the real world. I have co-hosted events with EU consulates, helped direct European startups to get American funding, and vice versa, and had pretty personal and unfiltered conversations over drinks with pretty high level Europeans and Americans, and the kind of acrimony you see on here is nonexistent IRL.

Not a single mention of pickleball, hyrox, Kdramas, Yemeni coffee, women's basketball, and other stuff currently in the zeitgeist in the Bay is very telling.


I dont know about the social aspects since I don't live there, but as far as AI goes, it's not just HN. There is no place where you get balanced takes that match the work that we actually do day to day. I suspect part of this is accelerated by the media practices of the hyperscalers like anthropic and openai - they make doomerism super profitable for publishers. One of the most natural emergent counterweights to doomerism is over-skepticism. That is my theory for why it is the way it is. The remaining over-hype is a counterweight to this over-skepticism (I'm not talking about altman hyping his business, I mean the general tech people going around bashing sutton and lecun and mentioning "AGI")

Even publications, semianalysis is the only major, decent one in my experience (excluding personal blogs).

Everything is low SNR for AI - have you seen ICML/ICLR/NeurIPS recently?? There is almost no point even going except for meeting people which we do by scheduling talks back and forth every few months anyways.

I also find IRL, then a carefully curated twitter timeline with the politics toggle on the settings page set to off, are the only ways to get high SNR information about AI.

I also feel it's topic-based. On general systems engineering, think databases, OS, architecture, webtech, the SNR on this site is generally amazing. But these days those articles are fewer than before. For example, 2 years back when every other article was about sqlite and postgres, while it was a very unidimensional few months, you could learn a lot from here.


> I also feel it's topic-based. On general systems engineering, think databases, OS, architecture, webtech, the SNR on this site is generally amazing. But these days those articles are fewer than before. For example, 2 years back when every other article was about sqlite and postgres, while it was a very unidimensional few months, you could learn a lot from here

I agree. The thing is, a lot of us moved to Lobsters [0] because of the higher SNR. That is probably the closest to what would be heard amongst engineers in the Bay.

[0] - https://lobste.rs/


Interesting, mind extending an invite? I completely forgot about that place. I remember it being the one that blocked the brave browser. Doesn't seem to be the case anymore though.


Pickleball and Hyrox is very common in the DACH region, Hyrox was invented in Hamburg...

" Furthermore, the Ivy-versus-nonIvy division and rhetoric is nonexistent in the Bay. " Non existent in DACH region or CEE because why should it?

" Thirdly, the vibe change around layoffs the job market is completely different. While there have been plenty of layoffs (and friends and acquaintances of mine have been impacted), most have been able to land jobs within weeks with a similar base/bonus/equity structure." I think people with problems are more likely to post and secondly maybe you are convoluting your social circle with the whole SV.


No I'm a long time Bay Area tech person also and what alephnerd is saying tracks with the interest profile of my circle as well. Predictably I was not on HN during a great weather day with plenty going on. This weekend was also Oakland Pride :)

I haven't done the analysis to see whether it's DACH influenced or not but the rhetoric here does not feel Bay Area shaped at all and hasn't for years. It feels like what happens when too many people read about the Valley from too many Techcrunch articles but don't actually live here. It's largely a worldview composed of too many online articles and gripes.


Haven't seen anyone sending partiful invites here.


Course not. Everyone cool moved over to Luma because Partiful got those Palantir vibes.


This is a good example of someone who is out of the loop.

Luma was always a public events app optimized for discovery. Partiful on the other hand was meant to be a a replacement for FB private events when hosting a house party or private gathering. Basically, Luma was always designed for M-F and Partiful was always meant for Sat/Sun.


This completely aligns with other analytics I have.


I just tried to sign up for a Meta account and it wanted me to upload a verification selfie. I decided not to.


Unfortunately, none with the same caching performance as DeepSeek proper.


I honestly think they're kinda banking on piggybacking off of Facebook account integrity systems to avoid the problems that other LLM providers are facing in trying to prevent mass free trial signups for token relays and so forth.

It's not a good system obviously. Google did this as well for Gemini-CLI, but forced it to be linked to personal Google accounts (which caused a great deal of onboarding friction).


They're spending $100 billion on this stuff and they're worried about free trial signups? Genuinely my opinion couldn't be lower about Meta's AI strategy but even I don't believe they're that stupid. They'd 100x rather have that problem than nobody using it.


>A project like OSM would be bombarded with spam and junk submissions if it didn’t have these barriers to submission.

I'm not sure about this. The barriers to submissions are honestly more likely to cause object and amenity level data to become out of date. Google is able to have such an up to date place database because it relies on a large quantity of crowdsourced submissions, and employs consensus to figure out the truth.


Google employs _engineers_ to figure out the truth. If an import pipeline is causing problems, a higher-up can just say “stop doing that or we’ll stop your pay cheque”.

OSM doesn’t have that option. If it didn’t have these guardrails in place, a million CS students will see some open-looking data (or not even that, maybe something scraped) and throw it into OSM with a cursory Python script, resulting in an almighty mess. We need the process because we don’t have Google’s leverage of “we pay you”.


> Google employs _engineers_ to figure out the truth.

and people say hacker news has no sense of humour


Another approach is to simply accept low quality data into the database, yet have some kind of filtering during the viewing stage.

Eg. Draw me a map, but include only data points tagged with 'osm-license-verified-and-spam-filtered'.

That way users of the data get to decide their own tradeoff between legal risks, data freshness, spam, etc.


> Google is able to have such an up to date place database because it relies on a large quantity of crowdsourced submissions

Google denied our address existed[0] for years (which caused several problems with online shops that used Google Maps as the source of truth for address resolution) - took a good few tries to get them to actually add it.

Currently Google Maps is showing an "ALDI charging station" directly across the road when it is, in fact, about a mile down the road.

It's also showing a Chipotle just around the corner when, you'll not be surprised, there is no Chipotle there and, hilariously, the photo it has is of the Chipotle at the O2 Dome a good 10km away.

Absolute clusterfuck of nonsense is Google Maps.

[0] A 1960s London estate which was adequately represented on Google Maps and Streetview, mind.


It's bizarre, isn't it?

I work in a warehouse, and if you type our address into Google Maps, it puts the maker right on our building. But they also label the building as a pub, two buildings down the street.

I've submitted corrections, and had a reply saying they were accepted. You can look on street view and the true location of both pub and warehouse are clearly visible, so there'd be no problem verifying my correction. Their map view includes the outline of the pub, as does their satellite view. The pub's been there 10 years, the warehouse since the 1990s. The Street View car has driven through the pub's car park three times.

And yet, the pub marker stays in the wrong place.


Having out of date public book boxes isn't really that big of a deal, at least compared to the massive amounts of broken entries, duplicates, and incorrectly licensed data that would end up from free and unrestricted bulk imports.

As it is today you can largely expect OSM POI data to be incomplete or out of date unless you have someone particularly keen on keeping your local area up to date. OSM is best used as a background map layer for your own custom applications, like embedded maps in apps showing your own data overlayed. Rather than an alternative to the google maps app.


I wouldn't use gmap as a benchmark for up to date POIs, at least in some European countries. And I'm not talking about inaccurate opening times; but about places that closed during Covid but are still on the map.


This is a company that launched a token subscription (WaferPass), before weeks later, rugpulling the plan for being unsustainable while simultaneously claiming they achieved incredible inference efficiency gains worthy of paying them mind.


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