Christopher Manning

@chrmanning.bsky.social

Stanford Linguistics and Computer Science. Director, Stanford AI Lab. Founder of @stanfordnlp.bsky.social . #NLP https://nlp.stanford.edu/~manning/

Hi everyone I was denied entry, detained, and deported from the USA over the last 48 hours because of my reporting on the Columbia student protests I arrived back in Melbourne hours ago and had my phone handed back to me upon landing

Stanford scholars introduced an open-source AI agent that learns how to navigate websites by mimicking childhood learning – an approach that could lead to more efficient, transparent, and privacy-conscious AI: hai.stanford.edu/news/an-open... @chrmanning.bsky.social @shikharmurty.bsky.social

An Open-Source AI Agent for Doing Tasks on the Web | Stanford HAI

NNetNav learns how to navigate websites by mimicking childhood learning through exploration.

hai.stanford.edu

US tech firms - IME - rely heavily on grads of higher ed in general, and US higher ed in particular... And yet I've not heard much noise from the Pichais, Nadellas, Zuckerbergs, Cooks, Benioffs, Sus, Jassys, Huangs, etc. about attacks on higher education... Am I missing it or does it not exist?

The New York Times is the first to put out comprehensive estimates on the cost of a year without U.S.A.I.D. and they’re higher than I thought: - 1.65 million deaths from AIDS - 500,000 from lack of vaccines - 550,000 from lack of food aid - 290,000 from malaria - 310,000 from TB

Amanda Marcotte@amandamarcotte.bsky.social · last yr.

Killing children is by design, I'm afraid. "Pro-natalists" like Musk claim they aren't racist, but their pressure to have children is solely focused on white women, while they back policies that literally kill of non-white children. He's a eugenicist. www.nytimes.com/interactive/...

The US 🇺🇸 under Trump is pretty decisively committed to unilateral on-whim trade tariffs. For countries like Canada 🇨🇦 and Australia 🇦🇺 that still believe in rules-based free trade, maybe it’s time to think much more seriously about getting the EU and then … moderndiplomacy.eu/2025/03/14/e...

EU–CPTPP Integration: A Strategic Roadmap in a Multipolar World

In an era of shifting global trade dynamics and rising geopolitical tensions, the European Union (EU) faces a critical strategic choice.

moderndiplomacy.eu

I’m fascinated by both Schumer’s logics and by the reaction to his logics from the Dems. The former is Schumer’s failure to understand the broader anger toward Congress. The latter is the public’s failure to understand the trap that the GOP set re the administrative state. There is no win here.

I am concerned about AI but late at night, alone working on a proposal, I was glad ChatGPT had my back as I hit submit 😀.. Reminded me of @chrmanning.bsky.social’s mention in a talk of the 'Real World Utility Test' - early adoption of tech moves forward when it’s genuinely useful, concerns and all.

As @NIST Scientist Emeritus Ellen Voorhees said in 2000 (!), IR focused on “retrieving a ranked list of documents” but often “a user has a specific question and would much prefer that the system return the answer itself”. It’s super to see this becoming reality with neural LLMs!

Google Search Liaison@searchliaison.bsky.social · last yr.

AI Overviews are getting a Gemini 2.0 upgrade and expanding to more people. Plus, we’re introducing a new experimental AI Mode. Learn more here: blog.google/products/sea...

In 2013, at AKBC 2013 and other workshops, I gave a talk titled “Texts are Knowledge”. This was well before there were any transformer LLMs—indeed before the invention of attention—and my early neural NLP ideas were rudimentary. 🔮 Nevertheless, the talk was quite prophetic!

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Want to make a browser agent for *any* domain like banking or healthcare? We propose methods for training LLMs with open-ended, unsupervised interaction on live websites: ✅ OSS SoTA on WebVoyager ✅ world's smallest high-performing web-agent Try it here: nnetnav.dev

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Maybe vilifying China & Chinese people, and increasing visa hassles & investigations aren’t smart moves for keeping the US lead in AI—given the number of engineers trained in China vs US? “Many Chinese students are not that interested in full-time jobs in the US.” restofworld.org/2025/china-a...

DeepSeek’s rise shows why China’s top AI talent is skipping Silicon Valley

Young Chinese engineers focus on homegrown innovation, drawn by fewer visa hurdles and the chance to build a future on their own terms.

restofworld.org

I went to a Silicon Valley AI retreat in 2019. Turned out it was run by EA and Longtermists before I knew what those things were. One activity was to envision future scenarios involving AI. I told a story about the dangers of regulatory capture. I was shunned for the rest of the event.

New developments on our 'LLMs can do metalinguistics' paper! We created sentences and had GPT3.5, 4, o1 and Llama 3 analyze them as a linguist would. We had 3 graduate students in linguistics evaluate how good linguists LLMs really are.

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I feel like I can see America changing before my eyes* “The only lasting truth Is Change. God Is Change.” – Octavia Butler, Parable of the Sower *Okay, maybe this feeling was exaggerated this morning by the Navy vs. Oklahoma Armed Forces Bowl game being on in the barbershop, but still …

Just got back from Vancouver and I was amazed at how their downtown is full of cool little small businesses. The secret is … socialism? The government takes over leases of long-vacant spaces and sublets small subdivisions to locally-owned businesses and nonprofits. www.postalley.org/2020/07/20/h...

How Seattle Could Rescue Small Retail

The city government could buy up leases for empty storefronts and then market them at low rates to non-profits and small retail shops.

postalley.org

At #NeurIPS2024, the keynote speaker perpetuated explicit racist stereotypes against Chinese students. Generalizations against a community subject to discrimination, even as an “example”, further provokes discrimination. Below, video of an audience member’s perfect response.