Generative AI promises to accelerate and streamline content creation.
Does more content improve corporate performance? Profitability?
It is time to re-read The Knowing-Doing Gap - with AI-tinted glasses. @JeffreyPfeffer@work_matters
I recreated an entire GPT architecture in a spreadsheet.
It is a nanoGPT designed by @karpathy with about 85000 parameters, small enough to be packed into a spreadsheet file.
It is great for learning about how transformer works as it shows all the data and parameters going through a transformer pipeline, and all the calculations are actually working inside those cells.
Here is a link to the project where you can download the file and play with it yourself. No coding needed, it is just a spreadsheet. ๐
Spreadsheet is all you need:
https://t.co/dreZlBDq4d
Also thanks to @BrendanBycroft with his LLM visualisation project which inspired this.
My colleagues and I distilled practical advice re: LLMs into this three-part series. Lot's of bangers. One of my favorite excerpts from this part in the screenshot
Advice from: @eugeneyan, @BEBischof, @charles_irl, @sh_reya, @jxnlco and myself
See: https://t.co/pQyXRU7KHc
Looks like a good #meetup agenda. Unstructured Data in LLMs. Next week here in Palo Alto. Focus on RAG and RAG+Knowledge Graph. https://t.co/k29JRHk5A5
@acroll Thank you for sharing. If writing is the process for figuring out thinking, what happens if Gen AI is used for the writing?
My prediction: strong thinkers will continue to do the hard work of writing.
Jonesโs father: โWe like to emulate spikes.โ
Another Infowars team member: "The more people in the town square, the more go to the shops,โ he shrugged.
Here is a sobering summary of how "garbage" content that gets promoted by social media algorithms designed to optimize engagement - drives online revenue.
https://t.co/gFel0XyYRf
From article - Infowars published an article in September 2014 titled, โFBI says no one killed at Sandy Hook.โ This caused a traffic stampede that resulted in a single-day sextupling of sales for the Infowars-branded supplement DNA Force Plusโfrom $48,000 to $238,000.
Will enterprise IT considering GenAI solutions with context and RAG etc. - be willing to pay for 1000+ token prompts, that get to an answer that is easily found in an enterprise application saved search? Or a Tableau report?
It is interesting to see IT leader's perspective on Gen AI.
"AI tools provide wrong answers because users either are not asking the right questions or are not providing valid sources. "Those old sources need to be taken out of the pool," https://t.co/AUB8Xf4Icl
Will Gen AI solutions move toward the thinking and needs of big-budget enterprise IT budgets? Or will AI vendors expect the market to move their thinking?