it's also that we practized thinking about these things, which means that we can be good at coming up with new ideas and original insight about these topics on the fly when confronted with new questions, which is most of the actual fun of public debates
PROMPT ENGINEERING
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AI-Generated Watercolor Animation of Personal Photo
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nice! anything we can do to make that easier
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Can Language Models Learn Skills from Context?
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From Context to Skills Can Language Models Learn from Context Skillfully? paper: https://
huggingface.co/papers/2604.27
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AI Content Moderation Policy Against Violence and Bias
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Observability helps power the agent improvement loop But it's not just observability! It's also feedback! You should be trying to get as much feedback (direct, indirect, generated) into your agent observability platform as possible
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Using AI to Prepare Questions for Property Tax Appeal Hearing
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7/ The fourth prompt: prepare for the hearing If your appeal goes to a hearing, paste the county's response letter into AI and ask: "This is the county's response to my appeal. Identify every weakness in their argument. List the questions I should ask the appeals board. Tell me
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Using AI to Write a Property Tax Appeal Letter
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6/ The third prompt: write the appeal "Write a property tax appeal letter to [county] assessor's office. My address is [address]. The assessed value is [amount]. I am appealing on the grounds that the assessment is [percentage] higher than comparable sales in my neighborhood.
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Using AI to Pull Comparable Sales for Home Valuation
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5/ The second prompt: pull comparable sales Open Zillow or Redfin. Find 5 homes that sold in your neighborhood within the last 12 months that are similar to yours in size, age, and lot.
Paste the addresses, sale prices, square footage, and sale dates into AI. Type:
"My home is -
Using AI to Challenge Your Property Tax Assessment
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3/ The first prompt: pull the assessment Open your county assessor's website. Find your property record. It will list assessed value, market value, square footage, lot size, number of bedrooms, and any features the county has on file. Print it. Then open Claude or ChatGPT and
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New Book Release: RAG-Driven Generative AI Techniques
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New Release (2nd edition) from @PacktDataML available at https://
amzn.to/4tULP1b RAG-Driven Generative AI — Build MAS-RAG with DualRAG, GraphRAG, multimodal video pipelines, and Oracle Database 23ai 𝗞𝗲𝘆 𝗙𝗲𝗮𝘁𝘂𝗿𝗲𝘀:
Master DualRAG by combining vector search with SQL -
Claude Anti-Sycophancy Prompt Instructions That Actually Change Model Behavior
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Just gave it to claude What works well: The anti-sycophancy section at the end is genuinely useful. "Never praise my questions," "don't capitulate without new evidence," "don't anchor on my numbers" — that's the kind of instruction that actually changes model behavior in a