Bonus: if you’re using @cline and there’s frontend you can use to validate, add to the end of the prompt: “In addition to reviewing the code, use the browser as well to review your changes.”
PROMPT ENGINEERING
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Improve Coding Agents with Verification Prompts
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Here's a trick that helps improve results when working with coding agents: After the system finishes writing code, ask: "I want you to go through each change you made and cross-check it against my prompts. Did you do everything perfectly? Have you made any mistakes?"
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Post-training LLMs: New Course by Banghua Zhou
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New Course: Post-training of LLMs
— Andrew Ng (@AndrewYNg) 9 juillet 2025
Learn to post-train and customize an LLM in this short course, taught by @BanghuaZ, Assistant Professor at the University of Washington @UW, and co-founder of @NexusflowX.
Training an LLM to follow instructions or answer questions has two key… pic.twitter.com/ssqCqYqK4KNew Course: Post-training of LLMs Learn to post-train and customize an LLM in this short course, taught by @BanghuaZ
, Assistant Professor at the University of Washington @UW
, and co-founder of @NexusflowX. Training an LLM to follow instructions or answer questions has two key -
Veo 3 Produces Unexpected Results with Voice Synthesis Prompt
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This prompt and Veo 3 has given me, some, uh, unexpected results.
— fofr (@fofrAI) 9 juillet 2025
> she tells us about her favorite movie, she is trying to make her voice sound like a dude's voice pic.twitter.com/AcJi09IDWqThis prompt and Veo 3 has given me, some, uh, unexpected results. > she tells us about her favorite movie, she is trying to make her voice sound like a dude's voice
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False AGI Claims From LLM Hypnosis and User Perception
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I am getting ton of messages from people who believe that they created AGI (for the first time!), because they prompted the LLM to hypnotize them into perceiving a sentient presence
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AI voice synthesis struggles to generate deep male voice
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I can't get her to talk with the voice of a dude
— fofr (@fofrAI) 9 juillet 2025
> he tells us his favorite movie, he speaks with the deep voice of an old man
Doth not work. https://t.co/UBiOGpCXPbI can't get her to talk with the voice of a dude > he tells us his favorite movie, he speaks with the deep voice of an old man Doth not work.
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AI Voice Output Variations Based on Prompt Engineering
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The voices all come out slightly differently depending on the prompt. In this one the accent also changed a fair bit toohttps://t.co/aUojReUPsL
— fofr (@fofrAI) 9 juillet 2025The voices all come out slightly differently depending on the prompt. In this one the accent also changed a fair bit too
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Veo 3 reduces unwanted subtitles in video generation
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Also new with Veo 3: – Reduction in unwanted subtitles (I wonder if this is a prompting trick in Flow)
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Prompt Differentiation Risk and Third-Party Audit Solutions
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If your prompt is the sole differentiator, you are in trouble. But also, why is that your problem as a buyer? And third party prompt audits can solve this.
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Companies Must Allow Third-Party AI System Prompt Audits
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At the very least, companies should allow third party audits of system prompts. You can see how much an unannounced system prompt change (or other forms of unannounced fine-tuning, who knows?) can alter behavior by just looking at what happened today on X.