PROMPT ENGINEERING - AI Dynamics

LangSmith Align Evals: Align LLM Scores with Human Preferences

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29 July 2025 22h14

Creating high-quality LLM-as-judge evaluators just got easier! ✨📊

LangSmith's new Align Evals feature helps you match LLM scores to human preferences. This takes the guesswork out so you can build accurate, trusted evaluators!

Learn more by checking out our blog linked below… pic.twitter.com/l8VzbWglv7
— LangChain (@LangChain) 29 juillet 2025

Creating high-quality LLM-as-judge evaluators just got easier! LangSmith's new Align Evals feature helps you match LLM scores to human preferences. This takes the guesswork out so you can build accurate, trusted evaluators! Learn more by checking out our blog linked below

→ View original post on X — @langchain

29 July 2025

Teachers Using ChatGPT Study Mode for Educational Context

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@simonw

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29 July 2025 21h52

I imagine we'll see some teachers provide a big block of context as text and say "copy and paste this into http://
chatgpt.com/studymode"

→ View original post on X — @simonw

29 July 2025

System Prompts Drive AI Feature Development Through Iteration

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@simonw

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29 July 2025 21h33

No way to know for sure but my hunch is that it's all system prompt I imagine the real development work behind this feature was all of the iteration and evals they performed ON that system prompt to make sure it worked as well as possible!

→ View original post on X — @simonw

29 July 2025

ChatGPT Study Mode System Prompt Extraction Analysis

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@simonw

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29 July 2025 21h29

The new ChatGPT "study mode" feature appears to be entirely implemented as a carefully crafted system prompt – thankfully OpenAI mostly don't take measures to protect those these days so it's easy to extract it and see how it works

→ View original post on X — @simonw

29 July 2025

Prompt Engineering Emerges as a Legitimate Career Path

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@waitin4agi_

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29 July 2025 21h08

yeah, likely prompt engineering is a real job

→ View original post on X — @waitin4agi_

29 July 2025

Ideogram Adds Character Consistency Feature

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@testingcatalog

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29 July 2025 20h10

Ideogram released Character consistency feature! From there, you can create different characters which can be used in image gen prompts.

This new capability also integrates with Ideogram's Magic Fill tool, enabling advanced face swaps.

AI characters are taking over 👀 https://t.co/JcPF5OqEK6 pic.twitter.com/oEu2I0lDVL
— 🚨 AI News | TestingCatalog (@testingcatalog) 29 juillet 2025

Ideogram released Character consistency feature! From there, you can create different characters which can be used in image gen prompts. This new capability also integrates with Ideogram's Magic Fill tool, enabling advanced face swaps. AI characters are taking over

→ View original post on X — @testingcatalog

29 July 2025

Using AI Agents to Generate Podcasts on Daily Curiosities

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@mustafasuleyman

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29 July 2025 19h30

Trick I'm loving: whenever a random question or curiosity hits me during the day, I'll ask Copilot to generate me a podcast on it. Usually I'm in the middle of something, so then at the end of my day when I have the time and attention I can catch up on the episodes.

→ View original post on X — @mustafasuleyman

29 July 2025

ChatGPT Study Mode Uses Socratic Questioning for Interactive Learning

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@rowancheung

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29 July 2025 19h09

Study mode in ChatGPT is designed to be interactive, using Socratic questioning and scaffolded responses to help guide users. Available to logged-in Free, Plus, Pro, Team users, with availability in ChatGPT Edu coming in the coming weeks. https://
openai.com/index/chatgpt-
study-mode/
…

→ View original post on X — @rowancheung

29 July 2025

Custom AI System Instructions for Educational Support and Learning

By

@rowancheung

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29 July 2025 19h08

It's powered by custom system instructions in collab with teachers, scientists, and pedagogy experts -Interactive prompts
-Scaffolded responses for complex topics
-Personalized support based on skill level
-Knowledge checks with quizzes/feedback
-Toggle on/off mid-convo

→ View original post on X — @rowancheung

29 July 2025