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Same thing here. A few years ago I bought three brands of printer-scanner combos for our R&D office, returned the others. Brother was the least broken despite still not being perfect. Issues include broken scanning drivers and fake toner warnings at ~1/3 level.

If you don’t like the way your data is used to train AI models, you can’t currently move your data to a non-AI service while still contributing to and using iNat data, even if such a service existed. But you should be able to do that.

100x yes! I was disgusted to learn that while the very non-profit status iNaturalist enjoys demands that they share their output, the organization thinks keeping its models secret is legitimate. https://github.com/inaturalist/inatVisionAPI No, it isn't. I am a big contributor to iNaturalist and will be sharing my concerns at the next local meeting. I tried to raise the question through the forums and was censored.

Frankly, it seems to me that iNaturalist is to open science as Android is to open source. That is to say in name only, not in spirit, because "legalese" and "market position" and "lack of enforcement". Not surprised to learn Google's money is assisting with corrupting them.

If you contribute to iNaturalist, COMPLAIN. If you want to start a class action, count me in.


Asking for their models to be open and banning AI are two different things. AI is used throughout the scientific world and banning it would be immensely damaging. Putting aside consumer use cases, being able to do large scale analysis or search via machine learning is incredibly important to various fields of science.

100% agree, I am still shocked that the models are not open sourced. It's the data from the community and I feel it goes very much against the spirit of the community to keep the machine learning part, which is very central to the app, so secret.

Do you have a copy of what you posted that was censored? I assume you mean censored on the iNat forum.

Yes, I do. ~Sept 2025.

Subject: iNaturalist must commit to being open

Platform(s), such as mobile, website, API, other: All

URLs (aka web addresses) of any pages, if relevant: https://github.com/inaturalist/inatVisionAPI

Description of need:

iNaturalist makes a subset of its machine learning models publicly available while keeping full species classification models private due to “intellectual property considerations and organizational policy”.

The community contribute far too much time, data, expertise and money to tolerate this, which opens questions about fundamental compatibility with science.

Feature request details:

iNaturalist should:

Remove non-open data; and Commit to fully open output…within a fixed period of time, in order to maintain community support.

Response was "Hi, this seems to be a general appeal to iNaturalist staff rather than a specific feature on the website or app that would be developed, so I’ve copied the text of your request here, where they can see it."

No response was received, so I responded to the thread as follows.

Disappointed to be effectively censored and then receive literally zero response to this after three calendar weeks.

With regards to the US status of iNaturalist:

Scientific 501(c)(3) Nonprofits are organized primarily to conduct scientific research in the public interest. Their research must benefit the general public, not specific individuals or commercial enterprises.

IMHO it’s very hard to argue that something is in the public interest if the public can’t see it, hold it, analyze it, criticize it, and replicate it: particularly in the field of science where we have a replication crisis.

If it’s a black-box service, it’s not science.

If it’s replicable and open, thus provable, it’s science.

iNaturalist should commit to fully open output…within a fixed period of time, in order to maintain community support. Otherwise, it risks community pushback on its consume-but-dont-give model, which is being sheltered under a false heading of “science”.

No response was received. Then sent a final follow-up.

Please be advised due to the lack of response I will be forced to publish my concerns in conventional botanical media.

To date, no response has been received. I am looking at that option for this year.


Can you explain what you mean by censored? For example if this was on the forum was the post deleted? If this was a bug filed, was the bug closed or deleted?

The original post was "not approved", although I have >10,000 observations and am a long term community member and this is a legit thing to complain about. The alleged opportunity for interaction occurred in some kind of private forum-hosted message thread, though no participation eventuated.

Truth beyond the fold!


Since you appear to be Turkish what's your favourite Turkish food that is poorly known outside of the country? Also don't miss https://subseacables.blogspot.com/2025/12/fully-diverse-100g...


"poorly known outside the country" rules out the main foods I like.

I love a good Kuymak [1] though, I think that's not too well known.

[1]: https://en.wikipedia.org/wiki/Kuymak


Nice, haven't tried that. Found a local cafe which looks very well run where it's a feature. On the list for next year! Happy New Year!


Lived in Yunnan for over a decade, primarily as a vegetarian. Mushrooms there are indeed many and varied and quite tasty. Many poisonings annually but the government are pretty good at helping people to ID with warning posters. Personally ate many mushrooms that looked like this and never had hallucinations. Did have some others which made me feel a little ill, however. I suspect locals are unduly relaxed about types science would avoid due to hepatoxicity.

While occasionally FOAFs would get hallucinogenic effects from dining, I don't recall explicitly hearing of anyone seeing little people, or hearing the term he details in this writing. As such, I wonder where this guy gets his info from. Certainly, most Yunnanese would describe these mushrooms as 牛肝菌 ("bolete") and more specific Chinese common names for similar reddish species would include 桃红牛肝菌 ("peach-colored bolete"). As a general type, they are very common in markets across much of Yunnan.

Given the claims, the clearly infrequent effects, and the personal experience I can trust, I would conclude with three theories: perhaps either the compounds are rapidly degraded when non-fresh, safely broken down when cooking (traditionally these mushrooms are cut thinly before sauteeing or boiling in hotpot), or there are one or two "look alike" species which are more rarely found and contain additional compounds which are responsible for the occasional effects.


According to Wikipedia, the Yunnan mushrooms indeed have their hallucinogens broken down after cooking: https://en.wikipedia.org/wiki/Hallucinogenic_bolete_mushroom

Good guess!

Although, the local hospital records imply that hallucinations can last for days or even months, so uh, probably not a great idea to go looking for them...


According to a voluminous illustrated tome I acquired during my extended stay, Yunnan has at least seven species of native psilocybe. Like nearby areas along the Himalayas, cannabis and opium are endemic and widely utilized in traditional cultures of the area. Heroin processed in Myanmar became a problem in rural Yunnan the early 2000s and present-era government shut it down with a heavy-handed campaign around 15 years ago. These days it's probably trans-shipped more than locally consumed.


My guess would be there is probably some contamination with something ergot-like going on. Long-lasting but maybe hard to detect because such a small amount is needed for effect that it's easy to miss.


Macbook air = small keyboard, small screen, limited battery, all parts expensive to service, etc. Try hacking a Mac Mini instead: https://github.com/vk2diy/hackbook-m4-mini


A MacBook Air is just a Mac mini with a keyboard, screen, and battery. You can choose to attach the same peripherals to your MacBook, and have the flexibility of a laptop when you need it. Paying a couple hundred dollar premium for this is a good deal.


The MacBook Air has a standard size keyboard.


battery is good even on m1 air and better on 15' airs which have bigger keyboard/battery


Industrial metalworking machines can typically be upgraded to modern controllers fairly easily.


I am working on fundraising and administration for a robotics venture. Very little work goes on engineering subjects at present, more often things like patent law, corporate administration, strategy, network build-out and the present penultimate goal fundraising for an aggressive scale go to market autonomous factory. However, the prior eight years have given me an amazing opportunity to study all manner of engineering subjects from mechanical to structural, electronic to electrical, production and fabrication through operations research, logistics and supply chain. I now have a very 'grass roots' view of venture administration, cross-disciplinary R&D and commercialization that is globally informed and very difficult to gain in any context. While significant yield remains at this stage speculative, nevertheless it is very interesting!


So many wrong statements here it's difficult to know where to start. Perhaps "Why Eventual Consistency Is Impossible in Finance" which is glaring: most of the economy runs on eventual consistency (brokers, banks, credit cards, crypto consensus).


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