Henry AT retweeted
Software horror: litellm PyPI supply chain attack.
Simple `pip install litellm` was enough to exfiltrate SSH keys, AWS/GCP/Azure creds, Kubernetes configs, git credentials, env vars (all your API keys), shell history, crypto wallets, SSL private keys, CI/CD secrets, database passwords.
LiteLLM itself has 97 million downloads per month which is already terrible, but much worse, the contagion spreads to any project that depends on litellm. For example, if you did `pip install dspy` (which depended on litellm>=1.64.0), you'd also be pwnd. Same for any other large project that depended on litellm.
Afaict the poisoned version was up for only less than ~1 hour. The attack had a bug which led to its discovery - Callum McMahon was using an MCP plugin inside Cursor that pulled in litellm as a transitive dependency. When litellm 1.82.8 installed, their machine ran out of RAM and crashed. So if the attacker didn't vibe code this attack it could have been undetected for many days or weeks.
Supply chain attacks like this are basically the scariest thing imaginable in modern software. Every time you install any depedency you could be pulling in a poisoned package anywhere deep inside its entire depedency tree. This is especially risky with large projects that might have lots and lots of dependencies. The credentials that do get stolen in each attack can then be used to take over more accounts and compromise more packages.
Classical software engineering would have you believe that dependencies are good (we're building pyramids from bricks), but imo this has to be re-evaluated, and it's why I've been so growingly averse to them, preferring to use LLMs to "yoink" functionality when it's simple enough and possible.
Henry AT retweeted
MIT offers 12 Books on AI & ML (FREE TO DOWNLOAD):
1. Foundations of Machine Learning
cs.nyu.edu/~mohri/mlbook/
2. Understanding Deep Learning
udlbook.github.io/udlbook/
3. Algorithms for ML
algorithmsbook.com
4. Reinforcement Learning
andrew.cmu.edu/course/10-703…...
5. Introduction to Machine Learning Systems
mlsysbook.ai/book/assets/do…
6. Deep Learning
deeplearningbook.org
7. Distributional Reinforcement Learning
direct.mit.edu/books/oa-mono……
8. Multi Agent Reinforcement Learning
marl-book.com
9. Agents in the Long Game of AI
direct.mit.edu/books/oa-mono……
10. Fairness and Machine Learning
fairmlbook.org
11. Probabilistic Machine Learning
❯ Part 1 : probml.github.io/pml-book/bo……
❯ Part 2 : probml.github.io/pml-book/bo……
Henry AT retweeted
Mientras nosotros dormíamos muy cómodos, los familiares de las víctimas de la represión de Dina Boluarte, han hecho vigilia frente al Palacio de Justicia durante 2 días seguidos en el suelo. Aguantaron el frío, el maltrato, la injusticia y siguen luchando.
¡Ni olvido, ni perdón!
Henry AT retweeted
El niño carga agua en un carrito de bebé. Alguien grita entre las ruinas, el gato escapa y los drones acechan. El apocalipsis en Gaza no es una película.
Ray-Ban Meta Smart Glasses look great, new forms of interaction are going to be consolidated
I've been trying Meta smart glasses' new multimodal AI - while it's pretty basic right now, it's still sick to see it combine what it sees from the camera with the language model to describe what it's seeing! Already solid for accessibility
Full episode: youtu.be/rSJNMRwVwWc
Huaoooo 😱
Seeing some qs on what Gemini *is* (beyond the zodiac :). Best way to understand Gemini’s underlying amazing capabilities is to see them in action, take a look ⬇️
Readers added context they thought people might want to know
Google has admitted that the researchers fed still images to the model and edited together successful responses, partially misrepresenting the model's capabilities.
As noted on their youtube channel description provided a disclosure of video edits.
bbc.com/news/technolog…
Henry AT retweeted
Breaking: OpenAI board in discussions with Sam Altman to return as CEO trib.al/DTxl5tC
Henry AT retweeted
UPDATE: Jay-Z is officially back on Instagram. Both him and his wife Beyoncé only follow each other 👀❤️
Henry AT retweeted
What's new in Swift 5.6? Existential any, type placeholders, CodingKeyRepresentable, #unavailable, and more!
- Read the full article here: hackingwithswift.com/article…
- Try the Xcode playground: github.com/twostraws/whats-n…
- Compare all Swift versions: whatsnewinswift.com
Henry AT retweeted
Are you ready?!? It's #iOSDevHappyHour🍻 planning!
Last time we had... wait for it ... 350+ aspiring & current iOS Devs across the globe!!! That is amazing!! It was so much fun!
Pick your date!
Retweet for reach, please!
#iOSDev #SwiftLang
26%Fri 1/22 @ 5:30pm PT
51%Sat 1/23 @ 1:30pm PT
15%Sat 1/23 @ 5:30pm PT
8%Sat 1/30 @ 3:30pm PT
452 votes • Final results Henry AT retweeted
#3D Scanning a Buddha Statue
by @creaform3d
#AI #IoT #Digital #Technology #Innovation #IT #3DPrinting
Cc: @arduino @elisequevedo @ipfconline1 @jimharris @adamsconsulting
Apple car? icar? 2024? 🚗 📲
reuters.com/article/us-apple…
Henry AT retweeted
😱 #AugmentedReality will change the way we study Math
#Mathematics #ML #AI #MachineLearning #DataScience #rstats #100DaysOfMLCode #javascript #reactjs #serverless #WomenWhoCode #CES2021 #100DaysOfCode #python #programming #deeplearning @TheInsaneApp
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