kagen retweeted
I got married last month, and spent the furthest time away from work during that period and the honeymoon
Unplugging while we broke ATHs really helped me reflect on what I’ve learned up until this milestone and what’s important to me in life
I wanted to share this publicly mostly to document my thoughts. I hope it’s helpful but it’s not intended to be life advice or anything like that. Just my own musings which include some stories, quotes, and pictures here and there.
kagen retweeted
Someone wants to make this work, with a small DSPy program and some optimizer runs?
Function calling accuracy in LLMs really sucks. The best function calling accuracy is obtained with GPT-4 and it's 83.8%. It's already too low to be practical, but one should discount this number more assuming that the test data Berkeley used to evaluate function calling contained up to 4 functions to choose from. If with <=4 functions to choose from the accuracy is ~80%, imagine how low it would be when we will have 20 functions to choose from. What if we want to call 200 functions?
And this leaderboard only measures the function choice accuracy. It doesn't consider the choice of parameters and their values. In some papers I read, the accuracy of function calling is estimated to be near 50%.
And with these numbers, they talk about LLM-based agents. Agents, Carl!
gorilla.cs.berkeley.edu/lead…
kagen retweeted
I always thought these remarks are not very serious but since they’re common it could be instructive to comment.
Tradeoffs. Context (concatenation) & Retrieval pose fundamentally different tradeoffs in recall, precision, and latency/cost. You can’t “choose” between RAM and disk.
kagen retweeted
Here's one of proof in the tech report, Gemini team compared Gemini 1.0 pro w/ RAG v.s. Gemini 1.5 Pro. Gemini 1.5 outperform Gemini 1.0 + RAG
RAG technics they used,
TF-IDF database + Cosine similarity search + Rerank + Similar passages
Note: TF-IDF database - frequency-inverse document frequency and it is a measure, used in the fields of information retrieval (IR) and machine learning
kagen retweeted
Nero is seriously one of the most underrated AI products out there. @kagnar_ is way too busy building to advertise.
We have an integration on @AgentHub_AI as well if you want a simple interface for it – at San Francisco, CA
Quick demo of @nerobotai AI Crawl Assistant in action. #buildinpublic
It's able to navigate sitemaps for desired pages all from natural language inputs. It does so by leveraging a set of tools and/or code interpreter to handle as many types of website structures as possible.
Currently we are using @OpenAI Assistant API and Mistral models.
The beautiful frontend was made possible by the boilerplate framework @makerkit_dev from @gc_psk
And shoutout to @KillerTopic who did a lot of the heavy lifting on the backend.
kagen retweeted
Every single one of these videos is AI-generated, and if this doesn't concern you at least a little bit, nothing will
The newest model: openai.com/sora
(Remember Will Smith eating spaghetti? I have so many questions)
kagen retweeted
RESPOND WITH JSON ONLY. DO NOT UNDER ANY CIRCUMSTANCES RETURN ANY CONVERSATIONAL TEXT.
kagen retweeted
David Attenborough is now narrating my life
Here's a GPT-4-vision + @elevenlabs python script so you can star in your own Planet Earth:
kagen retweeted
“I don’t think there has been any greater engine of inequality than the Federal Reserve Bank of the United States the last 11 years.” - Stanley Druckenmiller
Exactly as bitcoiners have been saying. Eventually everyone will understand. xitter.cf/NorthmanTrader/status/…
kagen retweeted
Buys on Coinbase are not completing. Coinbase is $350 lower than other exchanges right now, it's throwing off derivative indexes and likely impacting trade algos.
We’re investigating an issue impacting transactions on Coinbase.com and the mobile apps. The record of a recently initiated transaction may be delayed in showing up in your Coinbase account. There may also be some issues with some buys completing on the platform.
kagen retweeted
“There is no art which one government sooner learns of another than that of draining money from the pockets of the people.” —Adam Smith
kagen retweeted
Bitcoiners!
The War for Sound Money is upon us!
Time to get locked & loaded!👇
1/ The Bitcoin Arsenal is a community resource brought to you by Swan Bitcoin and a host of contributors. More than just memes, the Bitcoin Arsenal is a curated compendium of tools for educating precoiners, newcoiners, and altcoiners.
swanbitcoin.com/arsenal
kagen retweeted
Glad that innovative companies like @Tantra_Labs are leveraging the native security of #bitcoin multisignature to ensure that their client BTC is safe. Psyched to be collaborating with @block26vc, @Willwaukee, @Russell_LaCour, @kagnar_, @BVBTC and the rest of the Tantra team
Introducing the newest addition to collaborative custody - @Tantra_Labs
We're excited to partner with the Tantra team. Two bitcoin companies working together to deliver greater security for Tantra clients unchained-capital.com/blog/t…
