Harrison Pim
@harrisonpim.com
I'm working on search, machine learning, and knowledge graphs at climatepolicyradar.org | harrisonpim.com
So great to see openrouter publishing reports on LLM usage patterns, akin to the annual stackoverflow developer survey openrouter.ai/state-of-ai
State of AI | OpenRouter
An empirical study analyzing over 100 trillion tokens of real-world LLM interactions across tasks, geographies, and time.
openrouter.ai
December 5, 2025 at 9:39 AM
So great to see openrouter publishing reports on LLM usage patterns, akin to the annual stackoverflow developer survey openrouter.ai/state-of-ai
brilliant news, obviously 🙌
though when compared to what's being done elsewhere, these numbers feel quite disappointing... other countries with similar solar potential have been adding capacity more than 5x faster than we have in the UK!
though when compared to what's being done elsewhere, these numbers feel quite disappointing... other countries with similar solar potential have been adding capacity more than 5x faster than we have in the UK!
Something uplifting: There's been a big surge in solar power capacity in the UK over the past year
www.pv-magazine.com/2025/11/27/u...
www.pv-magazine.com/2025/11/27/u...
UK adds 1.9 GW of solar in 12 months
Latest government figures record 20.7 GW deployed PV capacity at the end of October 2025, up 10.4% in a 12-month period. Surge in contracts for difference (CfD) supported connections recorded in 2025 ...
www.pv-magazine.com
December 2, 2025 at 11:54 PM
brilliant news, obviously 🙌
though when compared to what's being done elsewhere, these numbers feel quite disappointing... other countries with similar solar potential have been adding capacity more than 5x faster than we have in the UK!
though when compared to what's being done elsewhere, these numbers feel quite disappointing... other countries with similar solar potential have been adding capacity more than 5x faster than we have in the UK!
Reposted by Harrison Pim
'Britain becomes world’s largest economy to end new oil and gas exploration'
Feels like this should have been bigger news...
www.greenpeace.org.uk/news/britain...
Feels like this should have been bigger news...
www.greenpeace.org.uk/news/britain...
Britain becomes world’s largest economy to end new oil and gas exploration - Greenpeace UK
Commenting on the government’s North Sea Future Plan, in which it has confirmed that no more licences for new oil and gas will be issued, Greenpeace UK’s co-executive director, Areeba Hamid, said: “B...
www.greenpeace.org.uk
December 2, 2025 at 10:36 PM
'Britain becomes world’s largest economy to end new oil and gas exploration'
Feels like this should have been bigger news...
www.greenpeace.org.uk/news/britain...
Feels like this should have been bigger news...
www.greenpeace.org.uk/news/britain...
Reposted by Harrison Pim
Four new models from Mistral today - all Apache 2 licensed, all vision-capable, and one of them is a 3GB model that can run in a web browser and answer questions about things it can see through the webcam! simonwillison.net/2025/Dec/2/i...
Introducing Mistral 3
Four new models from Mistral today: three in their "Ministral" smaller model series (14B, 8B, and 3B) and a new Mistral Large 3 MoE model with 675B parameters, 41B active. …
simonwillison.net
December 2, 2025 at 5:32 PM
Four new models from Mistral today - all Apache 2 licensed, all vision-capable, and one of them is a 3GB model that can run in a web browser and answer questions about things it can see through the webcam! simonwillison.net/2025/Dec/2/i...
Reposted by Harrison Pim
wild. not what anyone would have predicted as the endgame for a JS runtime
Bun is joining Anthropic
Bun has been acquired by Anthropic. Anthropic is betting on Bun as the infrastructure powering Claude Code, Claude Agent SDK, and future AI coding products & tools.
bun.com
December 2, 2025 at 6:18 PM
wild. not what anyone would have predicted as the endgame for a JS runtime
when are we getting the funk document
December 1, 2025 at 11:40 PM
when are we getting the funk document
Reposted by Harrison Pim
I showed you my Soul Document pls respond
December 1, 2025 at 1:11 PM
I showed you my Soul Document pls respond
I’ll be in San Diego next week for the @climatechangeai.bsky.social workshop at NeurIPS, sharing what we’ve learned while building a huge knowledge graph which maps the global climate policy landscape 👨🔬🕸️
November 28, 2025 at 11:09 AM
I’ll be in San Diego next week for the @climatechangeai.bsky.social workshop at NeurIPS, sharing what we’ve learned while building a huge knowledge graph which maps the global climate policy landscape 👨🔬🕸️
Reposted by Harrison Pim
for all talks of local-first AI, given controversies over datacenters, I don't think people are willing to hear that local LLM inference is *probably* less environmentally friendly than cloud inference the majority of the time.
November 17, 2025 at 8:25 PM
for all talks of local-first AI, given controversies over datacenters, I don't think people are willing to hear that local LLM inference is *probably* less environmentally friendly than cloud inference the majority of the time.
The effects of the evil vector can be neutralised by calling out the existence of the evil vector
From shortcuts to sabotage: natural emergent misalignment from reward hacking
Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
www.anthropic.com
November 24, 2025 at 8:21 PM
The effects of the evil vector can be neutralised by calling out the existence of the evil vector
Reposted by Harrison Pim
Initial impressions (and pelicans) of Claude Opus 4.5, Anthropic's new "best model in the world for coding" released this morning. simonwillison.net/2025/Nov/24/...
Claude Opus 4.5, and why evaluating new LLMs is increasingly difficult
Anthropic released Claude Opus 4.5 this morning, which they call “best model in the world for coding, agents, and computer use”. This is their attempt to retake the crown for …
simonwillison.net
November 24, 2025 at 7:38 PM
Initial impressions (and pelicans) of Claude Opus 4.5, Anthropic's new "best model in the world for coding" released this morning. simonwillison.net/2025/Nov/24/...
Reposted by Harrison Pim
Journalist challenge: Use “Machine Learning” when you mean machine learning and “LLM” when you mean LLM. Ditch “AI” as a catch-all term, it’s not useful for readers and it helps companies trying to confuse the public by obscuring the roles played by different technologies. 🧪
November 22, 2025 at 4:50 PM
Journalist challenge: Use “Machine Learning” when you mean machine learning and “LLM” when you mean LLM. Ditch “AI” as a catch-all term, it’s not useful for readers and it helps companies trying to confuse the public by obscuring the roles played by different technologies. 🧪
God I absolutely love reading about these borrrrrring infrastructure bugs they’re so real they’re so thorny they’re so interesting I LOVE IT
www.anthropic.com/engineering/...
www.anthropic.com/engineering/...
A postmortem of three recent issues
This is a technical report on three bugs that intermittently degraded responses from Claude. Below we explain what happened, why it took time to fix, and what we're changing.
www.anthropic.com
September 26, 2025 at 10:13 PM
God I absolutely love reading about these borrrrrring infrastructure bugs they’re so real they’re so thorny they’re so interesting I LOVE IT
www.anthropic.com/engineering/...
www.anthropic.com/engineering/...
> Although the inference server itself can be claimed to be "deterministic", the story is different for an individual user. From the perspective of an individual user, the other concurrent users are not an "input" to the system but rather a nondeterministic property of the system.
Defeating Nondeterminism in LLM Inference
Reproducibility is a bedrock of scientific progress. However, it’s remarkably difficult to get reproducible results out of large language models.
For example, you might observe that asking ChatGPT the...
thinkingmachines.ai
September 21, 2025 at 12:05 PM
> Although the inference server itself can be claimed to be "deterministic", the story is different for an individual user. From the perspective of an individual user, the other concurrent users are not an "input" to the system but rather a nondeterministic property of the system.
Reposted by Harrison Pim
There are just under 12 hours left to vote in this year's Tiny Awards! Small, fun, beautiful and occasionally-pointless websites, and a pleasing rebuttal to anyone who thinks everything online is rubbish in 2025: tinyawards.net/vote/
Tiny Awards
This is the home of the Tiny Awards, which, since 2023, has celebrated the best of the small, poetic, creative, handmade web.
tinyawards.net
September 1, 2025 at 11:21 AM
There are just under 12 hours left to vote in this year's Tiny Awards! Small, fun, beautiful and occasionally-pointless websites, and a pleasing rebuttal to anyone who thinks everything online is rubbish in 2025: tinyawards.net/vote/
Reposted by Harrison Pim
What sort of black magic is this
August 19, 2025 at 9:04 PM
What sort of black magic is this
google estimate that gemini models use 0.24 Wh and 0.26 ml of water per prompt
Measuring the environmental impact of AI inference | Google Cloud Blog
A methodology for measuring the energy, emissions, and water impact of Gemini prompts shines a light on the environmental impact of AI inference.
cloud.google.com
August 21, 2025 at 3:53 PM
google estimate that gemini models use 0.24 Wh and 0.26 ml of water per prompt
I'll be talking about @climatepolicyradar.bsky.social's work on building knowledge graphs for policy research at @nestauk.bsky.social's Policy Live event on 11 September
Policy Live 2025 - Homepage
www.policylive.org
August 20, 2025 at 11:18 AM
I'll be talking about @climatepolicyradar.bsky.social's work on building knowledge graphs for policy research at @nestauk.bsky.social's Policy Live event on 11 September
I’m on my way to Vienna for @aclmeeting.bsky.social, where I’ll be giving a keynote for the @climate-nlp.bsky.social workshop on how NLP is being used to address the climate crisis
July 30, 2025 at 10:05 AM
I’m on my way to Vienna for @aclmeeting.bsky.social, where I’ll be giving a keynote for the @climate-nlp.bsky.social workshop on how NLP is being used to address the climate crisis
So much of the recent AI doomerism (environmental, economic, existential, etc) has felt dumb to me... The criticisms seem reactionary, sensationalist, poorly researched, wilfully blind. Anyone with direct experience knows that the reality of the technology is much more mundane than the hype
June 21, 2025 at 12:47 PM
So much of the recent AI doomerism (environmental, economic, existential, etc) has felt dumb to me... The criticisms seem reactionary, sensationalist, poorly researched, wilfully blind. Anyone with direct experience knows that the reality of the technology is much more mundane than the hype
Reposted by Harrison Pim
Some thoughts on how "LLM grooming" could be used to fill information voids and thus further degrade information found on the web. Happy times!
dcorney.com/thoughts/202...
dcorney.com/thoughts/202...
What happens when "LLM grooming" fills an "information void"?
dcorney.com
June 18, 2025 at 3:00 PM
Some thoughts on how "LLM grooming" could be used to fill information voids and thus further degrade information found on the web. Happy times!
dcorney.com/thoughts/202...
dcorney.com/thoughts/202...
Reposted by Harrison Pim
Sam Altman just gave ChatGPT's cost-per-query of 0.34 watt-hours: the first time a number has been given in terms of recent LLM power usage and is obviously much lower than the 3 watts still cited by detractors, but there's a lot of asterisks in how that number might be calculated.
June 10, 2025 at 10:06 PM
Sam Altman just gave ChatGPT's cost-per-query of 0.34 watt-hours: the first time a number has been given in terms of recent LLM power usage and is obviously much lower than the 3 watts still cited by detractors, but there's a lot of asterisks in how that number might be calculated.
Reposted by Harrison Pim
The most well-known statistic about AI water use is a lie. This makes it frustrating to talk about AI and the environment, and this is a long deep dive on that specific point.
www.verysane.ai/p/the-bigges...
www.verysane.ai/p/the-bigges...
The Biggest Statistic About AI Water Use Is A Lie
How did it become the main story?
www.verysane.ai
June 8, 2025 at 11:54 PM
The most well-known statistic about AI water use is a lie. This makes it frustrating to talk about AI and the environment, and this is a long deep dive on that specific point.
www.verysane.ai/p/the-bigges...
www.verysane.ai/p/the-bigges...
the tone's provocative, but there are loads of sensible, software-development-centric takes about LLM hype vs reality in here
June 9, 2025 at 7:02 AM
the tone's provocative, but there are loads of sensible, software-development-centric takes about LLM hype vs reality in here
I’ve had such a brilliant weekend at @pydatalondon.bsky.social. So many great presentations, so many great chats with pals old and new. Really feeling the value of the data science community which has grown and cohered here over the last decade. Massive, massive thanks to the organisers 💖
June 8, 2025 at 9:52 PM
I’ve had such a brilliant weekend at @pydatalondon.bsky.social. So many great presentations, so many great chats with pals old and new. Really feeling the value of the data science community which has grown and cohered here over the last decade. Massive, massive thanks to the organisers 💖