Hani Safadi

[Hani Safadi @hanisaf]

safadi makes streaming #fun #uga

[Hani Safadi @hanisaf]

#uga today safadi teaching about streaming

[Hani Safadi @hanisaf]

teaching about streaming #uga and safadi is the best instructor!

[Hani Safadi @hanisaf]

@wesmckinn Curious to know if you used any genAI coding assistance while developing it.

[Hani Safadi @hanisaf]

I had a great time sharing thoughts on teaching AI for analytics today @TerryCollege https://t.co/HaybNlrC9t #misatuga

[Hani Safadi @hanisaf]

@AOM_CTO May be?

[Hani Safadi @hanisaf]

#uga learning about #dataengineering

[Hani Safadi @hanisaf]

#uga learning about data streaming #terry

[Hani Safadi @hanisaf]

terry students are learning a lot @hanisaf

[Hani Safadi @hanisaf]

#mis terry is great

[Hani Safadi @hanisaf]

demonstrating stream processing in the terry college #mis

[Hani Safadi @hanisaf]

@emollick A case for machine behavior https://t.co/KUpVL78ZtV

[Terry College | UGA @TerryCollege]

More chatter and less connection.

Recent research from the @UniversityofGA into bots on X and Reddit show they boost individual user engagement but curtail connections between people.

Learn More: https://t.co/Uc3zvveQXg

[Hani Safadi @hanisaf]

@tdinh_me is it possible to see thinking tokens for o1?

[Hani Safadi @hanisaf]

@OpenAI 3 below are the results of 4o, o1-mini and o1-preview. 4o and o1-mini are both bad prosody (ok content). o1-preview is the only one with a good start for a poet to edit. If you are Arabic speaker, feel free to comment, agree or disagree! end of 🧵

[Hani Safadi @hanisaf]

🧵1 One test I use for LLMs is to write classical Arabic poetry about a certain topic. It's a hard task given that the choice of words should not only meaningfully reflect the chosen topic but also comply with a complex set of constraints (https://t.co/YIjjTa9foV)

[Hani Safadi @hanisaf]

2 So far all LLMs flunked this task. The results are typically good content but messed up prosody. Trying @OpenAI o1-preview today gave me for the first time an output with a 80-90% correct prosody. What is interesting is that the thought process was in English 🤯

[Hani Safadi @hanisaf]

@tdinh_me While the visualizations are cool, the JS-based agent cannot analyze real-world data, unlike ChatGPT Python-based code interpreter, which's why I'm keeping my pro membership. I understand you want to run everything on the client side, but have you considered Python @pyscript_dev?

[Hani Safadi @hanisaf]

@emollick The NN provides a different implementation of the game engine, based on input/output pairing rather than rule-based.

[Terry College | UGA @TerryCollege]

On Aug. 7, the U.S. District Court for D.C. ruled Google was guilty of creating & maintaining an illegal monopoly over internet search.

UGA professor Hani Safadi answers a few questions about knowledge monopolies & why they stifle innovation:

https://t.co/LnwE2Gu4Xh