Nibo.AI

spawning LLM agents for redundant tasks

[Nibo.AI @nibo_ai]

⚔️ Ai

[Valentin @vmuaddib]

Are LLMs good at handling geo-political conflicts? Nice deep-dive on this topic in @MLamparth's paper: Human vs. Machine: Language Models and Wargames simulating a US-China conflict
TL;DR: Please don’t do this 😬

[Valentin @vmuaddib]

Wow! This is cool, for anyone using Self-consistency-like methods. This paper discovers a non-monotonic relationship between the number of LLM calls and performance. Contrary to what one might intuitively expect, making more calls to a LLM not always = performance improvements

[Nibo.AI @nibo_ai]

😮‍💨🧘

[Valentin @vmuaddib]

Enough detour, finally reaching the culmination of funny zero-shot CoT keywords, for PaLM 2 at least: Take a deep breath and work on this problem step-by-step

[Valentin @vmuaddib]

The big bonus, it can improve CoT

[Nibo.AI @nibo_ai]

Early days of task breakdown, I was using Plan and Solve

[Valentin @vmuaddib]

Plan and Solve it probably the most powerful improvement over Zero-Shot CoT's "Let's think step by step". Actually so powerful that sometimes it matches few-shot CoT

[Valentin @vmuaddib]

Plan and Solve it probably the most powerful improvement over Zero-Shot CoT's "Let's think step by step". Actually so powerful that sometimes it matches few-shot CoT

[Valentin @vmuaddib]

STEP-BACK PROMPTING is a method to improve the reasoning abilities of LLMs by prompting to first abstract high-level concepts / principles before reasoning towards the solution.

Demonstrated substantial performance++ across a range of challenging reasoning-intensive tasks.

[Valentin @vmuaddib]

A funny one from @SFResearch : The FlipFlop effect

Introduced the FlipFlop experiment* : a multi-turn conversation setup where LLMs first provide an answer to a classification task and are then challenged with a follow-up phrase like "Are you sure?".

authors here: @PhilippeLaban @CaimingXiong , @murakhovska, @jasonwu0731

[Valentin @vmuaddib]

I was using GPT4 Advanced Data Analysis to explore some data and it suggested to do Sentiment Analysis. It worked from the 1st try (!) but the moment I saw the results it was obviously a cool situation where the "pure" LLM would do a much more satisfying job. Some caveats bellow:

[Valentin @vmuaddib]

2. I found that when using the above prompt, GPT4 provided better outputs compared to Claude. However, I still preferred using Claude due to its 100k context window. This allowed me to quickly classify a few hundred rows without the need to divide them into multiple prompts.

[Valentin @vmuaddib]

So when using llm agents, the ability to know when they need help is crucial for human-AI collaboration. We got inspired by a cool idea from a Deepmind robotics paper

[Nibo.AI @nibo_ai]

beta testing...

[Valentin @vmuaddib]

So when using llm agents, the ability to know when they need help is crucial for human-AI collaboration. We got inspired by a cool idea from a Deepmind robotics paper

[Nibo.AI @nibo_ai]

Enriching inter-departmental operations in the modern workplace https://t.co/lRZcyDpX3b

#automation #worktogether #kanban #collaboration

[Nibo.AI @nibo_ai]

Waiting for an #approval can cancel most of the benefits of an #automation, so we explore a few ways to make this #efficient.

https://t.co/Hiv650LYdW

#bot #conversatioanlUI #chatbot #digitaltransformation #processautomation #processengineering #workflowmanagement

[Nibo.AI @nibo_ai]

Hola!

[Planeta Chatbot 🌎🤖 @PlanetaChatbot]

"Construyendo una plataforma de automatización" por @vmuaddib#PlanetaChatbot https://t.co/QTZuDad07H

[Nibo.AI @nibo_ai]

What's the most common UI you interact with every day?

Design insights from @ioanahalunga - Transitioning from a classic interface to a #conversationalUI.

https://t.co/AUcnxjuIVs

#chatbot #Bot #Automation #ux #uidesign #design

[Nibo.AI @nibo_ai]

Timeless #automation - #employee onboard

https://t.co/E3ETSS9YKX

#chatbots #bots #repetitivetasks #automationpaltform

[Nibo.AI @nibo_ai]

Web app design tips from @ioanahalunga. Worth the read 📚

https://t.co/YyhxR94E9H

#design #ui #ux #userinterface #UserExperience

[Nibo.AI @nibo_ai]

A friendly #bot 🤖, a four in one matching #algorithm 🐙 and a #cloud #automation engine ⚡ walk into a bar...

https://t.co/WhNYmuqgzp