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What’s the trade-off? If it’s smaller, faster and more efficient - is it worse performance? A layman here, curious to know.

Their own (presumably cherry picked) benchmarks put their models near the 'middle of the market' models (llama3 3b, qwen3 1.7b), not competing with claude, chatgtp, or gemini. These are not models you'd want to directly interact with. but these models can be very useful for things like classification or simple summarization or translation tasks.

These models quite impressive for their size: even an older raspberry pi would be able to handle these.

There's still a lots of use for this kind of model


If you look at their whitepaper (https://github.com/PrismML-Eng/Bonsai-demo/blob/main/1-bit-b...) you'll notice that it does have some tradeoffs due to model intelligence being reduced (page 10)

The average of MMLU Redux,MuSR,GSM8K,Human Eval+,IFEval,BFCLv3 for this model is 70.5 compared to 79.3 for Qwen3, that being said the model is also having a 16x smaller size and is 6x faster on a 4090....so it is a tradeoff that is pretty respectable

I'd be interested in fine tuning code here personally


One thing I think would be very useful here is national archive data: there will be thousands of letters, memos and official documents shared between people alive back then under the care of a museum or government.

One of my dreams is to help digitise and make available the thousands of Second World War-era documents in the National Archives at Kew.

We’re at the point where a simple phone camera and a robust LLM-powered process can digitise ENORMOUS amounts of archive material almost effortlessly [1]. This is going to be enormous for historians eager to dive into the millions of interesting primary sources.

[1 https://generativehistory.substack.com/p/gemini-3-solves-han...]


The teachings of the Buddha explicitly encouraged it. Buddhism is the only religion I know of that instructs you to fully abandon it, as once you’ve fully grokked what it has to teach… you won’t need it any more.

IIRC the Buddha said it was like carrying the oar of a boat: once you have used it to get you to your destination (nibbhana), carrying it is needless.


> Seyyathāpi, bhikkhave, puriso mahato udakassa ... ‘yan-nūnāhaṃ tiṇakaṭṭhapaṇṇaṃ saṅkhaṇiyaṃ saṅkhaṇeyyaṃ, tenañ-ca mahaudakaṃ abhinaveyyaṃ hatthipādena vā aṅgapādena vā ... Atha kho so puriso taṃ kulhiraṃ āropetvā pāre gaccheyya. Tam-enaṃ loko ‘kiṃsu, bho, karissati kulhirena pāraṃ gato’ti? Evaṃ, bhikkhave, dhammaṃ desitaṃ ājānāsi: ‘pāraṅgamanaṃ dhammaṃ, anupagamma dhamma’ti.

> सेय्यथापि भिक्खवे पुरिसो महतो उदकस्स ओरिमतटे ठितो एतस्मिं चत्ते ओरिमा तटा कल्लंणं भयंवरं, परमा तटा निब्बयं भयंविरं, न च नावाय संयताय न च पुल्लेन गन्तब्बं। तं किमन्तरेन। यन्नुनाहं तिणकट्ठपण्णं संकलिय च मज्झे उदकं अभिनवेन्तं हत्थिपदेन व अङ्गपदेन व तीरणं करोमि। अथ खो सो पुरिसो तिणकट्ठपण्णं संकलिय च मज्झे उदकं अभिनवेन्तो हत्थिपदेन व अङ्गपदेन व तीरणं करोति। तं पच्छा समन्ततो गन्त्वा पारे गच्छति। तं एं लोको किं नु खो करिस्सति कूल्हिरेन पारा गतो ती? एवमेव खो भिक्खवे धम्मो देशितो अजानासि। पारं गमनेन धम्मं नुपगम्म धम्मं।

Alagaddūpama Sutta (MN 22) of the Majjhima Nikāya, part of the Pali Canon.

(MN 22, सेय्यथापि... से अंतまで)



Very similar to Zhuangzi (Daoism).

荃者所以在魚,得魚而忘荃 蹄者所以在兔,得兔而忘蹄 言者所以在意,得意而忘言 吾安得忘言之人而與之言哉?

The fish trap exists because of the fish; once you've gotten the fish, you can forget the trap. The rabbit snare exists because of the rabbit; once you've gotten the rabbit, you can forget the snare. Words exist because of meaning; once you've gotten the meaning, you can forget the words. Where can I find a man who has forgotten words so I can have a word with him?


I love this! Thank you.

I was surprised to see Jack Kornfield, Sharon Salzburg and Joseph Goldstein not mentioned here.

They’re the founding forces behind the Insight Meditation Society in MA, which although isn’t the West Coast, is perhaps the most influential force in popular Buddhism in the West.

Kornfield also set up Spirit Rock Meditation Centre in California though, which gets tens of thousands of visitors a year.

Having dived really quite far into Buddhism over the past five years, I’ve found their flavour of Insight Meditation (as per the New Burmese Method based on Mahasi Sayadaw’s teachings) absolutely life changing.

A great read, thank you for sharing.

If anybody is interested in reading further - Goldstein’s podcasts, Mahasi Sayadaw’s writing, Kornfield’s introductory texts and ANYTHING by Bhikku Bodhi are a phenomenal place to start.


Be Here Now network, which started with Ram Dass, still does mostly weekly videos from Goldstein and Kornfield. Search for their names where you listen to your podcasts. Incredibly good to listen to.

Other ones I listen to are in the Thai Forrest Tradition, started from Ajahn Chah and now talks from Abhayagiri, Amaravati. Other one from Mahayana, which has so many talks and probably the best book I've read, Seeing That Frees, is Rob Burbea. He died from cancer in 2020, which is incredibly sad given how young he still was and much he's produced for us.

All of these people give different angles on the teachings of the Buddha. I highly suggest listening and reading from these people and the differing traditions all talking for similar goals of how to look at the world for the acknowledgement of dukkha (pain / suffering) and how to deal with it. You don't need to sit and meditate either to get the benefits.


yea I'd +1 this. It's a real blindspot in the author's writing. I don't think you can write about meditation in the US without mentioning IMS. Headspace and all the other mcmindfulness apps that start with "focus on your breath" are all derived from Insight meditation. I've sat IMS, it's an incredible facility.

It does mention the Insight Meditation Society.

I think the MacBook Pro 2015 was probably unrivalled as a laptop for around 6 years, in terms of build quality, specification and… sheer love. I had a work issue machine and absolutely worshipped it, so I was sad not to see that here.

I remember when Apple unveiled the first ever MacBook Air. That was one of Jobs’ all-time greatest presentations, and it was a huge step forwards that still influences the laptops we use today.

Also missing… the white Apple earphones that came with the iPod! They didn’t sound great but they carried so much COOL for most of the noughties.

I think FaceTime ought to do well here too. That’s done more to bring the 1980s vision of “everybody will video call all the time” into reality than anything else I think (I know Apple weren’t the first, but they made it ubiquitous).


> They didn’t sound great but they carried so much COOL

That's the trick Apple during the second Jobs tenure was most brilliant at: turning consumer electronics into a fashion accessory. Literally, making the sound of the earphones a secondary consideration, relative to their earring value.


What tickles me is that Andreas put these on GitHub 13 years ago.

That’s long enough in tech to be considered retro in and of itself… let alone the age of these tiled backgrounds!


Someone who bought Windows 3.1 could easily be a grandparent by now, even if their first kid was born on release day.

And the kid could be born when this upload was done, and now be downloading!


Something tickles me about describing the forced inclusion of Copilot as “entry points” in things like Notepad. It reveals Microsoft’s intentions SO precisely.

They aren’t trying to add Copilot in useful ways for their users. They’re forcing it into Notepad when they know it doesn’t fit there, because it might be your “entry” into their slop generator.

User experience be damned, these shareholders must have their value.


It’s interesting to see the big about Virtual Desktops being surpassed by Windows here.

I still can’t get thumbnail previews of my Virtual Desktops at the top of my screen. I see the desktops but they’re blank.

And missing that context is tricky when you have four of them (:


Fun glitch on the homepage: the dynamic text runs over a line break, so when it “deletes” the brand, the entire page gets shifted up a bit.

Makes everything constantly move up and down on mobile.


Also, very influenced by the literature of Jenkins (2010).


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