-
AVFTCN 039 – The 2 Simple Steps To Running DeepSeek (or another AI) Locally
I did not realize how incredibly EASY it is to now run LLMs locally on your computer! Two simple steps:
1 – Go to Ollama.com and download/install the app for Mac, Windows, or Linux.
2 – Open a terminal / command shell window and run whatever LLM you want (from Ollama’s list). So to run DeepSeek, you can type this:
ollama run deepseek-r1:7bThat’s it!
After however long it takes to download the model you have chosen and start it up, you’ll get a prompt where you can just start chatting with the LLM as you would at the websites for DeepSeek, ChatGPT or any of the other models:

You now have a version of DeepSeek running on your computer. Have fun!
Note that in my example above I’m actually running a “distilled” smaller version of the full DeepSeek model. To run the full model with 671 billion parameters, you would type:
ollama run deepseek-r1:671bThat, however, requires 404 GB of disk space which is far more than my older Mac laptop had available! 🤯
So I went for the 7 billion parameter version that only required 4.7 GB of disk space. If you scroll down the Quick Start page of the documentation to where it says “Model library” you will see a list such as this (current as of March 1, 2025):
Model Parameters Size Download DeepSeek-R1 7B 4.7GB ollama run deepseek-r1DeepSeek-R1 671B 404GB ollama run deepseek-r1:671bLlama 3.3 70B 43GB ollama run llama3.3Llama 3.2 3B 2.0GB ollama run llama3.2Llama 3.2 1B 1.3GB ollama run llama3.2:1b… and many more… Now, it may not run as fast on your local computer as it does on the website, but that’s because the sites are powered by ginormous power-sucking data centers with huge numbers of specialized chips! (GPUs) But depending upon your computer, it may be “good enough”.
Why Is This Interesting?
One of my concerns about the latest artificial intelligence (AI) hype cycle with large language models (LLMs) is that in using them on a web site, you are giving the LLM operator all your information that can be used in further training their LLM. And, potentially… could then show up in answers to other people’s prompts.
I don’t want the LLM operator to have any data from me, even if it is just a profile of the kind of things I want to ask about.
And… sometimes I’d like to use a LLM on more private data or information. For instance, while developing a document I intend to later publish. Many companies may not want “internal” or confidential data to be shared with a LLM… that might then use that data for training so that it could show up in someone else’s answers.
The great part about running a LLM locally is that your data STAYS local.
And yes, I’m also just a paranoid “security/privacy guy”! 🤣
The other cool part about this is that for your own personal “resilience”, you can have a LLM available locally if your Internet connection goes down, or if there is a power outage (as long as you can power your computer), or anything else. Having applications locally available is an excellent preparation in uncertain times.
Beyond the Prompt – Using Graphical Clients
But what if you want to do more than just enter in text prompts? The cool part about Ollama being open source is that the community has built MANY clients that work with Ollama! Just look down the long list. There are graphical clients for desktops.. there are web interfaces… terminal clients… cloud integrations… mobile apps… libraries…….. SO MANY THINGS!
I downloaded Ollamac for my Mac and it’s been a great interface for the kind of basic querying that I’m doing.
Next up I’m going to be exploring several that will allow you up upload documents and then have the LLM use those documents as reference. (You could imagine “Write a blog post based on these two reports in the style of these posts” 😀). In the language of LLMs, this is called Retrieval-Augmented Generation (RAG) and so I’ll be exploring the clients that support RAG.
This is all possible because Ollama starts up a server on port 11434 on your local computer to which all of these clients can connect.
There is SO MUCH documentation available that you can easily go down a DEEP rabbit hole once you start! There is the main Github repository and which includes the specific documentation section. There is the Ollama blog. And there are many articles out there. (I’m sure there are also YouTube and TikTok videos, too.)
I hope you all have as much fun with it as I’m having! (And please do send back your comments or suggestions about what you have found most fun or interesting.)
And a tip of the hat to Jim Cowie who wrote about this in one of his posts. I knew it was “easy” to run LLMs locally, but I honestly didn’t know HOW easy until I read Jim’s post!
An “Crow’s Nest” Monthly Video Call?
I’ve been giving a LOT of thought about building communities and connecting with others of similar interests. I’m thinking about the idea of doing a monthly video call (probably using Zoom) for a casual conversation where people could share what kind of emerging technologies they are currently interested in. *IF* I were to set something like that up, would you be interested? Drop an email back to me to let me know (or ping me on Mastodon or LinkedIn).
[The End]
Recent Posts and Podcasts
Content I’ve published and produced recently on my personal sites:
- (none)
Content I’ve published for the Internet Society (who has no connection to this newsletter):
- (none)
(It’s been a rough start to the year for those of us following politics… and I’ve struggled to get back into writing!)
Thanks for reading to the end. I welcome any comments and feedback you may have.
Please drop me a note in email – if you are a subscriber, you should just be able to reply back. And if you aren’t a subscriber, just hit this button 👇 and you’ll get future messages.
This IS also a WordPress hosted blog, so you can visit the main site and add a comment to this post, like we used to do back in glory days of blogging.
Or if you don’t want to do email, send me a message on one of the various social media services where I’ve posted this. (My preference continues to be Mastodon, but I do go on others from time to time.)
Until the next time,
Dan
Connect
The best place to connect with me these days is:
- Mastodon: danyork@mastodon.social
You can also find all the content I’m creating at:
If you use Mastodon or another Fediverse system, you should be able to follow this newsletter by searching for “@crowsnest.danyork.com“
You can also connect with me at these services, although I do not interact there quite as much (listed in decreasing order of usage):
- LinkedIn: https://www.linkedin.com/in/danyork/
- Soundcloud (podcast): https://soundcloud.com/danyork
- Instagram: https://www.instagram.com/danyork/
- Twitch: https://www.twitch.tv/danyork324
- TikTok: https://www.tiktok.com/@danyork324
- Threads: https://www.threads.net/@danyork
- BlueSky: @danyork.bsky.social
Disclaimer
Disclaimer: This newsletter is a personal project I’ve been doing since 2007, several years before I joined the Internet Society in 2011. While I may at times mention information or activities from the Internet Society, all viewpoints are my personal opinion and do not represent any formal positions or views of the Internet Society. This is just me, saying some of the things on my mind.
-
AVFTCN 038 – 5 Emerging Trends I’m Paying Attention to in 2025
As 2025 begins, I thought I’d climb up into the crow’s nest and share what I am paying attention to as this new year starts. Some of these are technologies, while others are policy areas or overall trends that have been emerging over the past few years.
Resilience
As I wrote about in my last newsletter, and also in my first post of 2025, and has been a theme in my recent writing and speaking for the Internet Society, I think we’re in a time when “resilience” is key. In the work I do, particularly with the Internet Society’s Pulse website, I’m focused on Internet resilience but as I wrote recently, I’m increasingly looking at the link between electrical / power resilience and Internet connectivity. For example, Puerto Rico had a massive power outage this past week that knocked out power for 90% of the island – and yet some amount of Internet connectivity continued. How do we do more of this and keep the Internet ON even without power from the grid?
All of this is part of the overall concern around climate resilience as we see more extreme weather and other challenges. I’m planning to spend several future newsletters exploring more around resilience.
Climate Tech
Related to resilience, there’s some fascinating work going on around technology to help either mitigate our impact on the climate or adapt to the ongoing changes. Last year I spent 12 weeks as a Fellow at Climatebase and it was an excellent experience to learn about the current state of climate tech. There are no silver bullets, of course, that will magically decrease our impact, but there are so many solutions for different problems that people are working on. It’s an exciting – and hopeful – area of activity!
Low Earth Orbit (LEO) Satellites
Anyone who has followed me on social media knows that “LEOs” are an area of intense interest for me! Back in 2022 I led a team at the Internet Society that developed a “perspectives” document about using LEO-based satellites for Internet access. Systems such as Starlink from SpaceX, and OneWeb from Eutelsat offer amazing opportunities to extend Internet access to the remotest corners of the world. The high speed, low latency connectivity can be very literally life-changing, but there are some definite tradeoffs and challenges we as a society have to accept.
So much has happened in the last 2 years! And I expect 2025 to be a VERY busy year with LEOs, particularly as Elon Musk’s proximity to incoming President Trump may accelerate some of SpaceX’s activities. The incoming FCC Chair has also said he wants to see fewer barriers to LEO system deployment. And… there are SO MANY companies and startups vying to be active in LEO-based connectivity, in countries all over the world. In 2025 we should see Amazon’s Project Kuiper get into orbit. There are a couple of Chinese constellations launching. Several more are in the works to launch.
The skies are going to be crowded! (Much to the disappointment of astronomers everywhere…)
Age-gating the Internet
A worrisome trend is that policymakers around the world seem to have decided that THIS is the time when they should pass laws to “protect children” and restrict access to parts of the Internet to only adults. To be clear, for as long as I’ve been online (40+ years now) there have always been concerns about how to restrict access by minors to some content. And as a father of two daughters, I completely understand the concerns.
BUT… there still isn’t a way to easily do this. Back in September 2024, the Internet Society joined several other organizations in filing an amicus brief explaining that existing technology just doesn’t work and creates serious security and privacy concerns for adults.
But this hasn’t stopped policymakers. Australia declared that in December 2025 all social media apps should not be available to anyone under 16. Never mind that the tech hasn’t been proven, they want to push compliance onto the platforms. A good number of US states have passed various laws. On January 15, 2025, the US Supreme Court will hear a case from Texas where the Texas Attorney General asserts that companies can “easily” do this.
This is going to continue to be a mess. And our privacy and security as individuals may wind up being “collateral damage” to many of these different well-intentioned laws.
WSIS+20 Review
This is a really wonky Internet policy area… but 2025 is the 20th anniversary of the World Summit on the Information Society (WSIS), the UN event that set the stage for how “Internet governance” is addressed at the UN level and also created the Internet Governance Forum (IGF) annual event. A key point is that it was declared to be “multistakeholder” and involve not just governments but people from all across society. In recent years, there have been some governments and others who would like to stuff the proverbial genie back in a bottle and change back to a “multilateral” process where only governments are involved with setting decisions about online governance.
This year will be the “WSIS+20” review and will set the stage for how governments engage within the UN framework around Internet policy issues – and whether we all have a voice. Colleagues of mine at the Internet Society wrote about why this is so important. We’ll see where this all goes in 2025.
AI, quantum, virtual worlds, neurotechnology, and everything else
Of course I’m also continuing to watch what’s going on in the world of generative AI – how can you NOT given the current level of hype? There are some definite cool aspects of the “data center-scale auto-complete” that we have today, but definite challenges, too. (Ex. The environmental and energy impact of massive data centers being built for AI apps.) It will be interesting to see what new capabilities 2025 brings.
Other topics:
- Quantum technologies also seem to be getting ever-closer to being something that could be used outside of research environments.
- Virtual worlds / metaverse / spatial computing continue to advance (ex Roblox now has 80 million daily active users).
- Some of these new augmented reality (AR) glasses seem to be gaining ground.
- Digital identity systems are something to watch (particularly related to age-gating).
- Advances in neurotechnology are helping many people, but there are also some scary, Orwellian aspects to some of the tech.
- 3D printing and other material development is an area I think may disrupt our society in more ways than is immediately apparent.
- Radio spectrum will be a major battleground for communication technologies.
- There are fascinating advances happening in medical technology.. for example, can we get to cancer treatments that are more like scalpels than sledgehammers?
- and…
- and…
… there are just SO many fascinating new technologies emerging!
What are YOU watching in 2025? Please do drop me an email or reply on social media to share where your attention is focused.
[The End]
Recent Posts and Podcasts
Content I’ve published and produced recently on my personal sites:
Content I’ve published for the Internet Society (who has no connection to this newsletter):
Thanks for reading to the end. I welcome any comments and feedback you may have.
Please drop me a note in email – if you are a subscriber, you should just be able to reply back. And if you aren’t a subscriber, just hit this button 👇 and you’ll get future messages.
This IS also a WordPress hosted blog, so you can visit the main site and add a comment to this post, like we used to do back in glory days of blogging.
Or if you don’t want to do email, send me a message on one of the various social media services where I’ve posted this. (My preference continues to be Mastodon, but I do go on others from time to time.)
Until the next time,
Dan
Connect
The best place to connect with me these days is:
- Mastodon: danyork@mastodon.social
You can also find all the content I’m creating at:
If you use Mastodon or another Fediverse system, you should be able to follow this newsletter by searching for “@crowsnest.danyork.com“
You can also connect with me at these services, although I do not interact there quite as much (listed in decreasing order of usage):
- LinkedIn: https://www.linkedin.com/in/danyork/
- Soundcloud (podcast): https://soundcloud.com/danyork
- Instagram: https://www.instagram.com/danyork/
- Twitch: https://www.twitch.tv/danyork324
- TikTok: https://www.tiktok.com/@danyork324
- Threads: https://www.threads.net/@danyork
- BlueSky: @danyork.bsky.social
Disclaimer
Disclaimer: This newsletter is a personal project I’ve been doing since 2007, several years before I joined the Internet Society in 2011. While I may at times mention information or activities from the Internet Society, all viewpoints are my personal opinion and do not represent any formal positions or views of the Internet Society. This is just me, saying some of the things on my mind.
-
AVFTCN 037 – Resilience, Connecting Carolina, and ITDRC Response
Climbing back up into the crow’s nest and turning the spyglass toward the southeastern United States, it’s hard to escape the utter devastation caused by the cascading effects of Hurricane Helene and Hurricane Milton. The photos are unbelievable. The stories are heartbreaking. The recovery costs will be enormous. And the people responding are amazing! (And the disinformation is despicable!🤬)
All of that has brought me back to this theme of “resilience” that has been percolating through my work for the past year or so. I have stories exploding inside my head that I want to write here.. so my plan is to start with my next issue on the theme of “Building Resilience” – both the network kind and the human kind, and both at a community and personal level. I just want to capture some of my own thoughts and thinking… and will invite you to come along with that exploration.
Meanwhile, I want to talk about two efforts happening RIGHT NOW to respond to the hurricanes in the southeast US…
The western part of North Carolina was devastated by Hurricane Helene. Many people might not have heard of Asheville, NC, before… but now they do. The whole are needs severe help! And soon!
Aaron Huslage, who I’ve known for many years, lives in North Carolina and in response launched Operation Connect Carolina to help restore connectivity. He’s got a team of people working hard to build mobile hotspots that can be moved out into western NC and deployed. You can follow the journey on the project’s Facebook page or LinkedIn page.
Most importantly, he’s seeking donations to help his local teams get these hotspots out to where people need them.
The second effort is the volunteers of the IT Disaster Resource Center (ITDRC). The organization has deployed throughout the region providing WiFi access and charging stations. If you are in the region, or know people who are, please share their map of WiFi locations in North Carolina, South Carolina, Georgia, and Florida.
Additionally, if you have some IT experience / background and are located in the USA, you can sign up to volunteer with the ITDRC. Volunteers are needed to deploy out into the field to help get these trailers set up and then to keep them up and running, and to generally help people with connectivity in the local community. It’s going to be a long haul to get connectivity restored all across the affected region, and to ITDRC is planning to be there for a while. They’ll need more volunteers to help keep all these systems going. There are also opportunities to provide remote support if you don’t have the ability to go out into the field for a couple of weeks (typically a 2-week deployment).
I’ve been an ITDRC volunteer since 2021 and while I have not yet deployed into the field (I need to finish up one last FEMA training course) I have learned a huge amount from the ITDRC training programs and community.
You can also donate to ITDRC as it is entirely a nonprofit operation. They’ve received multiple grants (including from the Internet Society Foundation, affiliated with my employer) which helps, but they do need all the support possible.
At the same time they are also supporting wildfire response out in the western United States. There are many communities in crisis that need connectivity!
If you are able to help with either effort… THANK YOU!
Next time, I intend to write a bit more about building resilience…
P.S. As you may notice, ITDRC only operates in the US. If you live elsewhere in the world and are active with a similar IT-related crisis response organization, please drop me an email with the info, as I’d love to share info. The NetHope organization includes members in other regions who do similar work.
[The End]
Recent Posts and Podcasts
Content I’ve published and produced recently on my personal sites:
Content I’ve published for the Internet Society (who has no connection to this newsletter):
- <nothing>
Thanks for reading to the end. I welcome any comments and feedback you may have.
Please drop me a note in email – if you are a subscriber, you should just be able to reply back. And if you aren’t a subscriber, just hit this button 👇 and you’ll get future messages.
This IS also a WordPress hosted blog, so you can visit the main site and add a comment to this post, like we used to do back in glory days of blogging.
Or if you don’t want to do email, send me a message on one of the various social media services where I’ve posted this. (My preference continues to be Mastodon, but I do go on others from time to time.)
Until the next time,
Dan
Connect
The best place to connect with me these days is:
- Mastodon: danyork@mastodon.social
You can also find all the content I’m creating at:
If you use Mastodon or another Fediverse system, you should be able to follow this newsletter by searching for “@crowsnest.danyork.com“
You can also connect with me at these services, although I do not interact there quite as much (listed in decreasing order of usage):
- LinkedIn: https://www.linkedin.com/in/danyork/
- Soundcloud (podcast): https://soundcloud.com/danyork
- Instagram: https://www.instagram.com/danyork/
- Twitch: https://www.twitch.tv/danyork324
- TikTok: https://www.tiktok.com/@danyork324
- Threads: https://www.threads.net/@danyork
- BlueSky: @danyork.bsky.social
Disclaimer
Disclaimer: This newsletter is a personal project I’ve been doing since 2007, several years before I joined the Internet Society in 2011. While I may at times mention information or activities from the Internet Society, all viewpoints are my personal opinion and do not represent any formal positions or views of the Internet Society. This is just me, saying some of the things on my mind.
-
AVFTCN 036 – A Hard Drive Failure, a Puppy, Climatebase, a New Role… and an Unplanned Hiatus
Hi! Remember this newsletter you subscribed to? The one you haven’t seen since back on April 22, 2024?
Welllllll… it’s been a wild ride… and an unplanned hiatus.
But… my goal now is to get back into this a bit more, and so I want to fire off this short note to just give a personal update.
Next time, I’ll be climbing up into that proverbial crow’s nest and looking out at the horizon ahead of us. For this newsletter… I’m going to look back instead at where the ship has sailed over the past few months.
If you visit my danyork.me aggregation site, you’d see that I have published some work articles… but nothing personal since the last issue (035) of this newsletter back on April 22, 2024. No blog posts. No podcast episodes. No newsletters. No livestreaming to Twitch. No… nothing. Zip. Nada. Zilch. Nichts.
So here’s the story…
The fun began back in early May when the 2017 iMac I’d been using to produce my podcasts, do all my livestreaming, and write many of my posts started acting really funky. It was acting very slow.. and freezing completely. Many reboots and upgrade attempts later, I was finally able to identify that it was having “S.M.A.R.T. disk errors”. Which wasn’t good.
“It’s dead, Jim” would be the Star Trek (Original Series) way to say it.
Given that it’s from 2017, I can’t upgrade it to the latest MacOS X. And heck, it’s so old Apple won’t even give me anything for a trade-in. (But they’ll help recycle it for me if I want. 🤦♂️) Giving other things going on (see below!) fixing it has been super LOW priority… which has meant that my normal platform for content creation and production has been offline. So no podcast episodes or livestreaming.
As that was all happening, a more massive disruption was entering our life – we adopted an 8-week-old puppy!
Named “Barkley”, he’s a very lovable and adorable mix of a pug and a miniature schnauzer (apparently called a “Schnug”) who keeps growing and growing and now at 6 months old is larger than our 17-year-old miniature poodle.
But.. my wife and I had never had a puppy before! We’ve had a couple of dogs (and cats) but they’ve all been a few years old when we adopted them. Anyone who has had a puppy probably understands what these last months have been like! Constantly watching where he is… “puppy-proofing” the entire house… constantly watching where he is… stopping him from eating everything… trying to train him a bit… constantly watching where he is… trying to prevent him from always attacking our 17yo dog… stopping him from eating whatever… oh, and constantly watching what he’s doing. It’s been… exhausting!
Basically like having a newborn child again… only one that can run fast all over and has sharp teeth! 😀
But in the end… he’s a wonderful addition and we’ve come to love him dearly. He’s curled up against my foot as I write this… and tomorrow night you’ll find me in a class with him.
While all of this was going on, I was also enrolled as a Climatebase Fellow in a very intense 12-week program of 10-15 hours of sessions each week all related to improving my understanding of the current state of information and science around climate change. As shown in the image below, it covered a very wide range of topics:

Participating in this fellowship was part of my professional development at my employer, the Internet Society. In the last issue, I pointed to my article about “The Internet and Climate Change” and that continues to be an area of great interest and exploration for me. I’ll undoubtedly write some future newsletters specifically around this whole area.
My interest was mostly to refresh my understanding of current climate thinking. I’ve been involved in “environmental” issues since the 1980s, and was very active in the broader movement in the early 1990s, serving in different volunteer leadership roles for different organizations. But then life took me away from that heavy involvement and my knowledge has aged. I heard phrases like “regenerative agriculture” but didn’t know what they meant. (Now I do!)
It was a good program and I met some great people and enjoyed participating in the community (which I am still doing).
As we came into summer here in Vermont, the Climatebase Fellowship wrapped up, but the intensity of the puppy and work and family and everything else continued.
And then a very cool opportunity was presented to me… at the Internet Society we had a new President and CEO, Sally Wentworth, start on September 1, 2024. Back in July she approached me about taking on a new role that we eventually called “CEO communications” where I’m helping with developing and executing plans across both the Internet Society and Internet Society Foundation for consistent communication from the CEO’s office internally, externally, and with our community and partners.
I formally took on this role on September 1 (and mentioned something on LinkedIn later) but began some aspects of it back in August. I’ve known Sally for the 13 years that I’ve been at the Internet Society (she’s been there 15 years) and have deep and great respect for her. So I’ve been excited about the new role, grateful for this opportunity to stretch my own skills in new and different ways… and just… busy! 😀
And now on this 24th day of September… it’s time to get back in the flow again and start creating some content again. There are so many stories to tell… so many changes happening… so much ahead on the horizon… both icebergs to avoid and opportunities to explore!
Time to climb up into that crow’s nest, whip out the spyglass, and get back to looking out ahead at the horizon and sharing what I see!
See you soon!
[The End]
Recent Posts and Podcasts
Here is some of the content I’ve published and produced recently on my personal sites:
- <nothing!>
[I do still contribute reports to the “monthly” episodes of the For Immediate Release podcast.]
I did publish some new posts for the Internet Society (who has no connection to this newsletter):
- Montana’s TikTok Ban: Breaking the Internet and Undermining Online Privacy
- Kenya Internet Disrupted Amidst Protests
- US Supreme Court Upholds Right of Websites to Moderate Content
- Global Tech Outage Demonstrates Need for Resiliency in Software Systems
- Texas’ Mandatory Age Verification Law Will Weaken Privacy and Security on the Internet
More on why so many of them are law-related… in a future newsletter!
Thanks for reading to the end. I welcome any comments and feedback you may have.
Please drop me a note in email – if you are a subscriber, you should just be able to reply back. And if you aren’t a subscriber, just hit this button 👇 and you’ll get future messages.
This IS also a WordPress hosted blog, so you can visit the main site and add a comment to this post, like we used to do back in glory days of blogging.
Or if you don’t want to do email, send me a message on one of the various social media services where I’ve posted this. (My preference continues to be Mastodon, but I do go on others from time to time.)
Until the next time,
Dan
Connect
The best place to connect with me these days is:
- Mastodon: danyork@mastodon.social
You can also find all the content I’m creating at:
If you use Mastodon or another Fediverse system, you should be able to follow this newsletter by searching for “@crowsnest.danyork.com“
You can also connect with me at these services, although I do not interact there quite as much (listed in decreasing order of usage):
- LinkedIn: https://www.linkedin.com/in/danyork/
- Soundcloud (podcast): https://soundcloud.com/danyork
- Instagram: https://www.instagram.com/danyork/
- Twitch: https://www.twitch.tv/danyork324
- TikTok: https://www.tiktok.com/@danyork324
- Threads: https://www.threads.net/@danyork
- BlueSky: @danyork.bsky.social
Disclaimer
Disclaimer: This newsletter is a personal project I’ve been doing since 2007, several years before I joined the Internet Society in 2011. While I may at times mention information or activities from the Internet Society, all viewpoints are my personal opinion and do not represent any formal positions or views of the Internet Society. This is just me, saying some of the things on my mind.
-
AVFTCN 035 – 3 Articles To Read On Earth Day
Today is Earth Day… and when I climb up into that crow’s nest, hold up my spyglass, and look out at the horizon… it can look pretty bleak. It seems like the whole world is on fire in different ways. But amidst the chaos… what gives me hope is seeing people taking action. And they are!
Today I offer you three articles to hopefully provoke some thoughts on this day: one by me and two by others.
”The Internet and Climate Change” – In this article that I published today on the Internet Society’s site, I explored how the Internet is helping address climate change, how the Internet is harming the climate, and how the Internet’s infrastructure is at risk in the face of our changing climate.
I’ve been talking about these topics with many different people, but this article was my first attempt to bring all these thoughts together into one piece. I would love any feedback you have! Was it helpful? Did you learn something? Do you have ideas or pointers to other people working on these topics? Or do you think I have things all wrong? Or are there other articles or papers you think I should read?
Please do let me know any feedback. If you received this via email, you should just be able to reply. If not , you can send it to me at dyork@lodestar2.com .
If you are looking for a speaker or a panelist for a workshop, podcast, webinar, video, presentation, etc. about this whole topic… it’s one I’m looking to spend more time on and I’m eager to engage in discussions about!
“The Staggering Ecological Impacts of Computation and the Cloud” – in this excerpt from a longer case study for MIT Press, anthropologist Steven Gonzalez Monserrate dives DEEP into the data centers that power all the applications and services we use every day. He goes first into energy consumption, offering staggering statistics along the way, including:
The Cloud now has a greater carbon footprint than the airline industry. A single data center can consume the equivalent electricity of 50,000 homes.
He goes on to talk about the enormous amounts of water required by data centers, and then gets into the noise pollution that affects local communities. His excerpt concludes with a section about the huge amount of electronic waste generated from data centers, and some final thoughts.
If you’ve been looking to understand climate impacts of the apps and services we use, this is a great piece!
”We Need To Rewild The Internet” – This is an amazing article by Maria Farrell and Robin Berjon! It’s not about climate change … or anything directly related to Earth Day… but rather it uses the lens of ecology to look at today’s Internet, and to offer suggestions for its future. As they subtitle it:
The internet has become an extractive and fragile monoculture. But we can revitalize it using lessons learned by ecologists.
It’s a brilliant piece! I enjoyed it and found it so powerful that I just may have to write an entire newsletter about it. I probably will… but in the meantime I wanted to get this out to you all.
BONUS: One fourth article to wrap on a hopeful note – if you have not read “Collapse, Renewal and the Rope of History” from the folks at FutureCrunch, do so now! It’s another amazing piece of writing that gets to the core of the stories we tell … to ourselves… and to everyone else.
With that, I wish you a Happy Earth Day! And… the reminder that really every day must be Earth Day if we are to keep living on this pale blue dot of ours! 🌏
[The End]
Recent Posts and Podcasts
Here is some of the content I’ve published and produced recently on my personal sites:
- Celebrating 20 Years as a Wikipedia Editor – and the companion podcast episode TDYR 416 – 20 Years of Wikipedia Editing
- 1,000 Days of Journaling with Day One
- The Github Malware Attack – and the Importance of Trusting the Repository You Use
- New Excellent Analysis of Where IPv6 Grew in 2023
And new posts I wrote for the Internet Society (who has no connection to this newsletter):
- Nevada Wants to Reduce Online Protections for Children: All Internet Users Should Benefit from Strong Encryption
- Protection for Intermediaries Is Vital for the Internet in Mexico
- Major Internet Outages Across Western and Southern Africa Today
- Internet connectivity disrupted in Chad amidst unrest
- 3 Years On, Myanmar’s Internet Service Blocking Results in $232 Million Loss
Thanks for reading to the end. I welcome any comments and feedback you may have.
Please drop me a note in email – if you are a subscriber, you should just be able to reply back. And if you aren’t a subscriber, just hit this button 👇 and you’ll get future messages.
This IS also a WordPress hosted blog, so you can visit the main site and add a comment to this post, like we used to do back in glory days of blogging.
Or if you don’t want to do email, send me a message on one of the various social media services where I’ve posted this. (My preference continues to be Mastodon, but I do go on others from time to time.)
Until the next time,
Dan
Connect
The best place to connect with me these days is:
- Mastodon: danyork@mastodon.social
You can also find all the content I’m creating at:
If you use Mastodon or another Fediverse system, you should be able to follow this newsletter by searching for “@crowsnest.danyork.com“
You can also connect with me at these services, although I do not interact there quite as much (listed in decreasing order of usage):
- LinkedIn: https://www.linkedin.com/in/danyork/
- Soundcloud (podcast): https://soundcloud.com/danyork
- Instagram: https://www.instagram.com/danyork/
- Twitch: https://www.twitch.tv/danyork324
- TikTok: https://www.tiktok.com/@danyork324
- Threads: https://www.threads.net/@danyork
- BlueSky: @danyork.bsky.social
Disclaimer
Disclaimer: This newsletter is a personal project I’ve been doing since 2007, several years before I joined the Internet Society in 2011. While I may at times mention information or activities from the Internet Society, all viewpoints are my personal opinion and do not represent any formal positions or views of the Internet Society. This is just me, saying some of the things on my mind.
-
AVFTCN 034 – The Cautionary Tale of the Death of Ello
Do you remember… Ello? For a brief time in 2014 to 2016-ish, it flared up as “the next emerging social network” and even as a “Facebook-killer”. And then it flamed out… and… in the summer of 2023, it disappeared completely as the site was taken offline.
I was all in with Ello for a time! Kind of as Mastodon is today for me, Ello was where I was focused on posting and engaging. And then it wasn’t…
Andy Baio published last month a long, detailed post on “The Quiet Death of Ello’s Big Dreams”. I encourage you to go read it… and then I’ve got some commentary below.
As I climb up in that crow’s nest and look out at the horizon, his post points out some definite icebergs and opportunities for any of the new social networks…
… and also, again, the point that we need to own our own content!
Go ahead! Go read that… and then come on back here. 🙂
The Promise of Ello
As Andy Baio writes, the promise of Ello was that it was going to be different. You can still read the Ello Manifesto via the Wayback Machine:

It was beautiful!
Here’s the part I liked:
“We believe there is a better way. We believe in audacity. We believe in beauty, simplicity and transparency. We believe that the people who make things and the people who use them should be in partnership.
We believe a social network can be a tool for empowerment. Not a tool to deceive, coerce and manipulate — but a place to connect, create and celebrate life.
You are not a product.”
How could you NOT sign up for that?? Particularly in a time (2014) when Facebook was going through yet another series of changes and pivots.
I jumped deep in. Partly because of that manifesto. Partly because I liked the minimalist ethos and design. And partly, if I’m honest, because one of the co-founders was from Vermont, and while I was living next door in New Hampshire, the site had a bit of the “Vermont vibe”. It was designed to be artsy and counter-cultural, etc. I was good with that!
I wrote a bunch of posts. I talked about Ello on other social networks. I added it to the footer on my blog sites to encourage people to follow me there.
I encouraged people to join Ello – and was very excited about the ability to use Markdown in posts. I wrote about some of the exciting things that were going on and some of the posts from other early adopters.
The Wayback Machine shows that at the end of my time there, I had published 374 posts, was following 177 people, and was followed by 457 people.
The Dream Was Built On A Problem
The thing was, the whole beautiful dream was built on foundation of quicksand. As Andy Baio writes, they started out with $435,000 of venture capital (VC) funding, and soon got $5.5 million more… and six months later took $5 million more in VC funding and later some more.
Baio’s article covers this all in more detail, but the key point is:
- VC’s always want their exit!
They’re not doing this out of the kindness of their hearts. They are investors who ultimately want to make a profit from their investment.
The moment you take VC investment, your future direction is guided by your investors – and their need for payback – sometimes even more so than your actual users.
Which is fine if you are a regular startup. Everyone understands now that “this is how it works” – and VC firms have played a very vital role in helping so many of the services we use to come into being.
BUT… when you are a social network that specifically positions itself as NOT “selling out” to the market… well… that’s a problem.
And Then It Was… Gone…
As Baio recounts in his piece, Ello then morphed through more “pivots”, was acquired by Talenthouse, and more changes happened.
Somewhere in there I left it behind. I found their pivot to “The Creators Network – Built by artists for artists” an interesting change… but they focused on visual arts with photography, images, artwork… and I’m a guy who likes text and audio. 🤷♂️ So it was kind of clear that it was no longer really a great place for me.
Besides which, by then I’d discovered Mastodon in its early days (Dec 2016) and was starting to spend more time there. (Oh, look at the butterfly… so beautiful! SQUIRREL!!!)
And then, last year in July 2023, after a series of outages, the Ello site simply vanished. Boom. Done.
No warning. No messages to users. No opportunity to download your content. No information. Nothing. Zip. Nada.
In his piece, Baio captures some of the surprised and angry responses of users. People who had watched 8 years of work just vanish from the Internet (thankfully, the Internet Archive captured a good bit of it).
What We Can Learn
In the end, the cautionary tale of Ello reminds us yet again that:
- We must own our own content!
We can’t assume that anything we put into ANY of the platforms will continue to exist indefinitely. If we want that content to be available, we need to put it somewhere that WE control.
This means … yes… thinking about good old personal websites again! Personal sites that we might actually have to pay a little bit for. And ideally with our own domain.
Now, the good news is that you can start very easily these days. For example this newsletter is on the hosted WordPress.com site. I don’t have to do much admin and I’m not paying much. The advantage is that I can export this entire site and save it on a disk drive. And I can easily import that to a new hosting provider if I want. And I guess I trust Automattic enough that I believe they wouldn’t just shut down and disappear – particularly not with how many millions of websites are hosted on WP.com.
There are other non-WordPress solutions that are similar, too. And there are a zillion newer frameworks for starting up your own site if you are okay playing with some code. The point is that you can set yourself up fairly easily with a website.
You can own your own content.
POSSE and PESOS
But then of course comes the problem of USING your own website(s). It is SO MUCH EASIER to just open an app or social network site and post your thoughts and reflections.
Open app. Type or upload photo. Publish. Boom. Done.
Which is why we have so much of our content locked up inside walled gardens owned by others. It’s why so many people contributed on Ello and all the other past social networks (and all the ones today).
But we need to change our habits if we don’t want to be victims to the next Ello that vanishes.
Back in 2018, I wrote about the “POSSE” idea that came out of the IndieWeb movement:
Publish on your
Own
Site,
Syndicate
ElsewhereBasically… start writing on your own site… and then share it out onto social networks.
And I try to do this… even on Mastodon, my current focus area. (Because at some point Mastodon GmbH could conceivably run out of money and shut down mastodon.social.) I mean… I will post short things to Mastodon that I really don’t care about. They are mostly ephemeral comments that I don’t really care whether they are around in the future.
But… the moment I start thinking about writing a thread of multiple posts on Mastodon, I ask myself the critical question:
- Can I post this on one of my own sites first?
And then I go write it on that site, and share the link on Mastodon. Or I may in fact create a Mastodon thread… but with the knowledge that it’s all captured back on my own site.
Alternatively, the other approach is to keep on publishing content on platforms as you do today, but then capture all your content back onto a site you control. This has been referred to as PESOS:
Publish
Elsewhere
Syndicate to
Own
SiteElizabeth Thai wrote a great post comparing POSSE and PESOS last year. She also wrote a follow-up post explaining her (mostly manual) way of bringing her content back onto her own site.
There are of course tools and plugins that can automate this. I do a form of this with my danyork.me site that pulls in copies of things that I write across the Internet. It’s using a WordPress plugin that just pulls regular old RSS feeds – and so naturally works only with things that have RSS feeds. There are other plugins that can bring in your posts from other services. If you want to go the PESOS route, it is now possible where you can mirror most of the various services onto a site under your control.
The Key Point
To something Elizabeth Thai wrote in her second post… I don’t know that I really want to capture everything that I share on social networks. A cool feature of Mastodon is that you can get a RSS feed of your posts. I could add that to my danyork.me aggregator site… but do I really care about some of those posts? Not really!
The key point in all of this is:
- If a site where you frequently publish content were to just disappear as Ello did, WOULD YOU BE OKAY WITH THAT?
- Or would you wish that you still had access to some of what you published there?
If the answer to the second question is yes, then it’s time to be thinking about how to bring that content onto a site that YOU control. Many sites have ways to get historical archives (but some don’t).
But even if you can’t easily get the historical posts, you can at least change your habits for new posts. Whether you choose POSSE or PESOS … or some other idea… the key point is to start owning your own content.
Because at some point all the various platforms and services may pull an Ello on us and just disappear. Or they may change their business model (um… Medium!) so that it’s harder for people to find your content.
As the enshittification of most platforms continues, the cautionary tale of Ello is that if we care about the content we publish, then we need to own where it is published.
[The End]
Recent Posts and Podcasts
Here is some of the content I’ve published and produced recently on my personal sites:
- The Joys Of Being Your Own IT Department – And Of DNS and RSS
- Podcast – TDYR 415 – Why ULA’s Vulcan Centaur Launch Was So Important
- TikTok video about using a leafblower with snow 🤣
And new posts for the Internet Society (who has no connection to this newsletter):
- Attack On Chad’s Internet Infrastructure Highlights Need for More Resilience
- Comoros Internet Suspended Among Election Unrest
- Nominations Open for 2024 Public Interest Registry (PIR) Board of Directors
Thanks for reading to the end. I welcome any comments and feedback you may have.
Please drop me a note in email – if you are a subscriber, you should just be able to reply back. And if you aren’t a subscriber, just hit this button 👇 and you’ll get future messages.
This IS also a WordPress hosted blog, so you can visit the main site and add a comment to this post, like we used to do back in glory days of blogging.
Or if you don’t want to do email, send me a message on one of the various social media services where I’ve posted this. (My preference continues to be Mastodon, but I do go on others from time to time.)
Until the next time,
Dan
Connect
The best place to connect with me these days is:
- Mastodon: danyork@mastodon.social
You can also find all the content I’m creating at:
If you use Mastodon or another Fediverse system, you should be able to follow this newsletter by searching for “@crowsnest.danyork.com“
You can also connect with me at these services, although I do not interact there quite as much (listed in decreasing order of usage):
- LinkedIn: https://www.linkedin.com/in/danyork/
- Soundcloud (podcast): https://soundcloud.com/danyork
- Instagram: https://www.instagram.com/danyork/
- Twitch: https://www.twitch.tv/danyork324
- TikTok: https://www.tiktok.com/@danyork324
- Threads: https://www.threads.net/@danyork
- BlueSky: @danyork.bsky.social
Disclaimer
Disclaimer: This newsletter is a personal project I’ve been doing since 2007, several years before I joined the Internet Society in 2011. While I may at times mention information or activities from the Internet Society, all viewpoints are my personal opinion and do not represent any formal positions or views of the Internet Society. This is just me, saying some of the things on my mind.
-
AVFTCN 033 – Kiwix, Meshtastic and content and connectivity during an outage
Tonight here in northwestern Vermont we’re supposed to get the double trouble of heavy, wet snow and a windstorm with winds up to 49 mph (79 kph). The combination will undoubtedly cause trees to fall, taking down power and Internet cables. Forecasters are expecting power outages all across the state.
In these moments, I often think about what we would do in an extended power or Internet outage. Specifically, I think about:
- How can we access Internet content offline? (Without a connection)
- How can we communicate without Internet or telecom connectivity?
In this newsletter, I’ve got a couple of thoughts….
Accessing Internet content… offline.
Given that we store so much of our information online – what do you do without a connection? Do you have local repositories / copies of all your critical files?
But also – what if you want to look up information? Say… from Wikipedia? How do you do that?
Readers who have been around for a while may be already saying “That’s simple, Dan, I just use
curl,wget, or something similar to pull down a copy of a website!”And yes, you can do that. It works.
But there’s a far more elegant solution – Kiwix!
Kiwix is software that lets you download Internet content so that you can read it offline. It started out focused on Wikipedia, but has expanded since then to cover other sites. The cool thing is that you can use Kiwix in several ways:
- On a desktop computer (Mac, Windows, Linux)
- On a mobile phone (IOS, Android)
- On a Raspberry Pi (which you could then use with WiFi to serve as a local hotspot)
(There are also browser extensions for popular browsers, which could work with a server product they offer, or simply with the “zim” files stored in a folder on a drive..)
You then download the appropriate packages of content (“zim” files) and… ta da… you are using the site offline!
If you have a free 109 GB, you can download the entire 6.3 million articles from English Wikipedia and have your own offline copy. They also have packages of all sorts of subsets of Wikipedia – the top 100 pages, various sections, with-and-without images, and more.
The Kiwix library currently has hundreds of “books” that you can download for offline access. (At this moment, it says “1010”, but that includes multiple different download options for many of the sites.) There is also content from TED Talks and more.
The nice part is you can just have Kiwix on your mobile phone with some site content – and then as along as you can keep your phone charged, you can have access to all the Internet content.
Kiwix is a nonprofit organization primarily supported by users and foundations (including the WikiMedia Foundation) and they are doing good work. I do encourage you to check them out!
There are of course other solutions out there for offline access of Internet content. Do you have one you like? If so, please drop me a note – I’m always curious about solutions people find.
Messaging without Internet connectivity
I often wonder – what would we do if we had an extended power outage for multiple days? It’s been a while, but we have had ice storms that knocked out power and Internet for several days … or even longer. We saw some of the extreme storms last year that knocked out connectivity for days or weeks in other parts of the world.
Like all good Vermonters, we have a portable generator that we could use to provide some electricity. We live in an area with many homes that would probably get attention from the utility companies and so might not be out for too long.
But what if we were? How could we communicate with other people in our area if we didn’t have Internet or telecommunications?
One option of course would be to get a Starlink antenna. They can work with minimal power and so we could use it to get Internet access and be able to communicate with others. If other people in the area also had Starlink dishes we could be able to connect.
I do think there is tremendous power in the low Earth orbit (LEO) satellite systems to add another layer of resilience.
BUT… that requires people to have the Starlink equipment, pay for subscriptions, etc.
What other ways are possible?
I don’t have a specific answer yet myself that I have worked with.
But I’m intrigued by what the folks involved with Meshtastic are doing. As they say, it is “an open source, off-grid, decentralized, mesh network built to run on affordable, low-power devices.”
It’s pretty cool! It’s based off of using “LoRa” hardware and unlicensed spectrum. The Meshtastic documentation does a decent job of explaining what it is all about and how it works.
WARNING! This all gets über-geeky and dives down into building your own hardware, installing your own software, etc. If you like that kind of thing, it’s awesome. If not… you may just want to skip ahead. 😀
I was going to write more details… but I found that someone else already did! By way of a Mastodon post, I found that a person going by the name of “Hydroponic Trash” has written “a guide on building autonomous, off-grid, encrypted, and solar-powered communications infrastructure that lets you send text messages without any cellular or power infrastructure.”
You can view it at:
(Yes, it’s on Substack… but you can still read it, and the person is working on make a PDF available on his website.)
Fair warning that as he gets toward the end, he gets into use cases and you may not agree with his politics. But if you focus on the first 3/4 of the article, it’s fascinating to see all the parts and pieces that can create this kind of low-power, off-grid communications network.
I’m personally hoping we don’t get to the point where we need systems like this… but given the increasingly extreme weather we’re seeing, who knows! I’m glad there are people out there working on solutions like these.
What other communication ways have you seen to add resiliency to our communications?
Thanks for reading to the end. I welcome any comments and feedback you may have.
Please drop me a note in email – if you are a subscriber, you should just be able to reply back. And if you aren’t a subscriber, just hit this button 👇 and you’ll get future messages.
This IS also a WordPress hosted blog, so you can visit the main site and add a comment to this post, like we used to do back in glory days of blogging.
Or if you don’t want to do email, send me a message on one of the various social media services where I’ve posted this. (My preference continues to be Mastodon, but I do go on others from time to time.)
Until the next time,
Dan
Connect
The best place to connect with me these days is:
- Mastodon: danyork@mastodon.social
You can also find all the content I’m creating at:
If you use Mastodon or another Fediverse system, you should be able to follow this newsletter by searching for “@crowsnest.danyork.com“
You can also connect with me at these services, although I do not interact there quite as much (listed in decreasing order of usage):
- LinkedIn: https://www.linkedin.com/in/danyork/
- Soundcloud (podcast): https://soundcloud.com/danyork
- Instagram: https://www.instagram.com/danyork/
- Twitch: https://www.twitch.tv/danyork324
- TikTok: https://www.tiktok.com/@danyork324
- Threads: https://www.threads.net/@danyork
- BlueSky: @danyork.bsky.social
Disclaimer
Disclaimer: This newsletter is a personal project I’ve been doing since 2007, several years before I joined the Internet Society in 2011. While I may at times mention information or activities from the Internet Society, all viewpoints are my personal opinion and do not represent any formal positions or views of the Internet Society. This is just me, saying some of the things on my mind.
-
AVFTCN 032 – Finding Hope Amidst the Chaos
Happy New Year! Climbing up into the proverbial crow’s nest as 2024 begins, it looks a bit bleak up ahead. LOTS of icebergs! Of course here in the USA we have the US presidential election, that is sure to bring out an added level of nastiness. We are not alone in this… a colleague of mine points out that in 2024 there will be 106 elections in 67 countries!
Given the current state of generative AI tools, I can only imagine the level of misinformation and disinformation we’ll see this year. And so many “deepfake” videos, I’m sure. All of which will lead to more polarization, and a decrease in trust in information – and calls from policymakers to impose restrictions on the Internet.
Beyond politics… it’s January 1 in Vermont and we have green grass, above-freezing temperatures and … no snow! This is not normal. We’re just coming off the hottest year globally in recorded history – and some signs that this year could be even hotter. There certainly seem to be climate challenges ahead. (There may be fewer actual ice bergs to see!)
There are housing issues… and a pandemic that is not gone… and issues of inequality and inequity… and serious substance abuse and mental health issues… and… and… and… there are SO MANY CHALLENGES.
BUT… that’s only part of the story. It’s the part that brings in eyeballs to media sites.
We definitely DO have VERY serious challenges… but off in the corners where the media doesn’t pay attention, there are many people working on solutions.
If you have not read this 2021 essay, please STOP READING this post and go take a few minutes to read it – and… pay attention to how you feel as you read the article: Collapse, Renewal and the Rope of History.
Did you find yourself despairing a bit as you began the post? Or getting anxious?
Take another moment to read this: 66 Good News Stories You Didn’t Hear About in 2023.
And then think about – why don’t we hear more about these stories?
The story we tell ourselves about the world around us matters.
There’s one story of “WE ARE ALL DOOMED! WE’RE GOING TO DIE!”. And there’s another story of “Things are bad – and they’ll get worse if we don’t do something about it!”
There is a story about doom and collapse… and a story about hope and renewal… and many stories in between.
To me, I believe that “hope” is about *action*. And that is the story we need to be telling ourselves… and sharing out into the wider world.
A few years ago I wrote a tweet (later shared on Mastodon) of:
The challenge that lies before us is more than choosing hope over fear.
It is choosing hope amidst the overwhelming narratives of fear and doom.
It is choosing hope and optimism despite those fears.
It is choosing hope as a daily, gritty act of resistance and resilience.I stand by that today.
“Hope begins with the ability to imagine alternatives. And there is always an alternative.” – stated author Cory Doctorow in an excellent graduation address to York University last year.
As we begin this year of 2024, with so much potential darkness ahead of us, that is our calling… to find hope amidst the chaos, and share that hope with the wider world.
Happy New Year! May 2024 be a good one for us all!
Thanks for reading to the end. I welcome any comments and feedback you may have.
Please drop me a note in email – if you are a subscriber, you should just be able to reply back. And if you aren’t a subscriber, just hit this button 👇 and you’ll get future messages.
This IS also a WordPress hosted blog, so you can visit the main site and add a comment to this post, like we used to do back in glory days of blogging.
Or if you don’t want to do email, send me a message on one of the various social media services where I’ve posted this. (My preference continues to be Mastodon, but I do go on others from time to time.)
Until the next time,
Dan
Connect
The best place to connect with me these days is:
- Mastodon: danyork@mastodon.social
You can also find all the content I’m creating at:
If you use Mastodon or another Fediverse system, you should be able to follow this newsletter by searching for “@crowsnest.danyork.com“
You can also connect with me at these services, although I do not interact there quite as much (listed in decreasing order of usage):
- LinkedIn: https://www.linkedin.com/in/danyork/
- Soundcloud (podcast): https://soundcloud.com/danyork
- Instagram: https://www.instagram.com/danyork/
- Twitch: https://www.twitch.tv/danyork324
- TikTok: https://www.tiktok.com/@danyork324
- Threads: https://www.threads.net/@danyork
- BlueSky: @danyork.bsky.social
Disclaimer
Disclaimer: This newsletter is a personal project I’ve been doing since 2007, several years before I joined the Internet Society in 2011. While I may at times mention information or activities from the Internet Society, all viewpoints are my personal opinion and do not represent any formal positions or views of the Internet Society. This is just me, saying some of the things on my mind.
-
AVFTCN 030 – Want to run an AI on your laptop? Just download one file…
5:42 am
Mind = 🤯
Would you like to run a large language model (LLM) on your own local computer? So that all your data and requests stay local? Would you like your own private “ChatGPT”-like thing that you could ask questions of?
I happened to be looking at my personal email the other afternoon when Simon Willison’s email newsletter appeared. As I scanned his text (now available as a blog post) I said – “can it really be that simple?“
Yes!
Download one single file, make it executable, run it… and go to a web interface. 🤯
BOOM! You have your own pet AI LLM.
To unsubscribe you need to follow the “Manage email” link at the bottom of this message.
Here’s all you need to do
The steps, copied from Mozilla’s Github repository, are simply these:
- Download llava-v1.5-7b-q4-server.llamafile (3.97 GB).
- Open your computer’s terminal.
- If you’re using macOS, Linux, or BSD, you’ll need to grant permission for your computer to execute this new file. (You only need to do this once.)
chmod +x llava-v1.5-7b-q4-server.llamafile
- If you’re on Windows, rename the file by adding “.exe” on the end.
- Run the llamafile. On Windows, launch the .exe. On Mac/Linux, do this in the terminal window:
./llava-v1.5-7b-q4-server.llamafile
- Your browser should open automatically and display a chat interface. (If it doesn’t, just open your browser and point it at https://localhost:8080.)
- When you’re done chatting, return to your terminal and hit
Control-Cto shut down llamafile.
That’s it.
If it doesn’t “just work”, there is a “Gotchas” section that may help. In my case, my Mac didn’t have the XCode command-line tools installed, and so I had to open a new terminal window and type
xcode-select --installAnd then accept a license agreement and wait for the installation. (Bizarrely, the install terminated without completion. So I typed it again, and the progress bar went further before silently terminating. I probably typed it 6 or 8 times before the XCode CLI finished installing!)
Features and Limitations
When you connect to
https://localhost:8080you have a screen full of configuration options. Those who want to tweak settings can have a lot of fun. Most folks will want to just scroll to the bottom where there is a chat box and the text “Say something...“.And now you are in familiar ChatGPT-land. Type in your prompts. Ask your questions. Build on one prompt after another. I asked it to write me a poem:

I have also used it to provide some information on various topics. Many of the different things you can do with ChatGPT, Bard, or Claude.
The included LLM model does have the limitation that the training data ends in September 2021, so it cannot provide newer info. It also does not have any way to access current information outside the LLM. (Which is good from a privacy point of view.)
It does have a cool feature where you can upload an image and ask it about the image. I found this useful in several cases.
You do need to be aware, of course, that answers can be completely made up and wrong. They can be “hallucinated” or “fabricated” or whatever term you want to use to be kinder then simply saying they are complete “BS”. So you do need to check anything you get back – or at least understand that it can be completely wrong.
LLM as a Single File
What I find most intriguing about this is the “llamafile” technology that lets you package up a LLM as a single executable that can be downloaded and easily run.
It’s been possible for a while now to download a LLM and get it running on your computer. But the process was not easy. I tried it with some of the earlier examples, and my results were mixed.
Now… this is super simple.
Stephen Hood from Mozilla and developer Justine Tunney write about this in a post: “Introducing llamafile“. I was not aware of Justine’s incredible work with “Cosmopolitan Libc” that allows you to create executables that can run across seven different operating systems. Amazing!
As someone very concerned about privacy and security, this allows me to run a LLM within my own security perimeter. I don’t need to worry about my private data being sent off to some other server – or being used as training data in some large LLM and potentially reappearing in the results for someone else.
All of my data, my prompts, and my results STAY LOCAL.
Plus, there’s a resiliency angle here. As Simon Willison writes:
Stick that file on a USB stick and stash it in a drawer as insurance against a future apocalypse. You’ll never be without a language model ever again.
Indeed! You’ll always have access to this tool if you want it. (Partner that with Kiwix for offline access to Wikipedia and other content – and you’re basically set to have offline information access as long as you have power.😀)
I’m looking forward to seeing where this all goes. This particular download is for one specific LLM. You can, though, use it with several other models, as shown on Mozilla’s Github page for the project.
I’m sure others will build on this now.
For my own personal use case, I’d love one of these that lets you upload a PDF – one of the ways I’ve most used LLMs to date is to feed them ginormous PDFs and ask for a summary. 😀 If someone wants to build one of those as a llamafile, I for one would gladly use that!
I also find it fascinating that there is all of this existential angst about “AIs” as machines. But what if it turns out that an “AI” is best as a simple file? That could just be launched whenever it was needed?
Not quite the form we were thinking for our new overlords, was it?
(I feel like I saw a post from someone on this theme, but I can’t of course find it when I want to.)
Anyway… I hope you enjoyed this exploration of LLMs-on-your-laptop! Have fun with your own personal text generator! (Which could all be made up.)
Thanks for reading to the end. I welcome any comments and feedback you may have.
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Until the next time,
Dan
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Disclaimer
Disclaimer: This newsletter is a personal project I’ve been doing since 2007, several years before I joined the Internet Society in 2011. While I may at times mention information or activities from the Internet Society, all viewpoints are my personal opinion and do not represent any formal positions or views of the Internet Society. This is just me, saying some of the things on my mind.