PROMPT ENGINEERING - AI Dynamics

Poe App Creator generates anime-style photo transformation app

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25 February 2025 18h14

Poe App Creator, built on Claude 3.7 Sonnet, can automatically generate an app given a prompt. As an example, we created Chibify, which uses a combination of GPT-4o and FLUX-Pro-1.1 to transform photos into an anime-style picture. (3/5) pic.twitter.com/a3grA0XMv3
— Poe (@poe_platform) 25 février 2025

Poe App Creator, built on Claude 3.7 Sonnet, can automatically generate an app given a prompt. As an example, we created Chibify, which uses a combination of GPT-4o and FLUX-Pro-1.1 to transform photos into an anime-style picture. (3/5)

→ View original post on X — @poe_platform

25 February 2025

Building Agents with Claude 3.7 Hybrid Reasoning Model

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@langchain

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25 February 2025 18h02

Building agents with Claude 3.7 Anthropic just released Claude 3.7, a hybrid reasoning model. Here, we share some tips for prompting / usage / configuration of the model. We also show how to build tool-calling agents w/ configurable reasoning. Video: https://
youtu.be/sHcu0YX-1u4

→ View original post on X — @langchain

25 February 2025

Claude 3.7 Sonnet’s Impressive One-Shot Code Generation Abilities

By

@alexalbert__

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25 February 2025 17h38

One of the things we've been most impressed by internally at Anthropic is Claude 3.7 Sonnet's one-shot code generation ability. Here are a few of my favorite examples I've seen on here over the past day:

→ View original post on X — @alexalbert__

25 February 2025

LLMs Learn from Feedback During Test-Time Inference

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@dair_ai

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25 February 2025 17h10

Learning to Reason from Feedback at Test-Time This new paper proposes a new paradigm called FTTT (Feedback-based Test-Time Training) that enables LLMs to learn iteratively from environment feedback during inference. Key highlights include: • Test-time optimization for

→ View original post on X — @dair_ai

25 February 2025

Claude’s Autonomous Gameplay: Vision, Memory, and Function Calls

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@anthropicai

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25 February 2025 17h07

So, what makes this possible? Claude was given a knowledge base to store notes, vision to see the screen, and function calls which allow it to simulate button presses and navigate the game. Together, they allow Claude to sustain gameplay with tens of thousands of interactions.

→ View original post on X — @anthropicai

25 February 2025

Claude 3.7 Sonnet: Advanced Planning and Adaptive Problem Solving

By

@anthropicai

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25 February 2025 17h07

Where previous models wandered aimlessly or got stuck in loops, Claude 3.7 Sonnet plans ahead, remembers its objectives, and adapts when initial strategies fail.

Critical skills for battling pixelated gym leaders. And, we posit, in solving real-world problems too. pic.twitter.com/scvISp14XG
— Anthropic (@AnthropicAI) 25 février 2025

Where previous models wandered aimlessly or got stuck in loops, Claude 3.7 Sonnet plans ahead, remembers its objectives, and adapts when initial strategies fail. Critical skills for battling pixelated gym leaders. And, we posit, in solving real-world problems too.

→ View original post on X — @anthropicai

25 February 2025

AI Model for Natural Writing Generation Beyond Code

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@ninadschick

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25 February 2025 16h57

When is someone going to release a model that can write I’d like to see ‘vibe writing’ instead of vibe coding.

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25 February 2025

Playing with AI prompts for creative writing exercises

By

@danshipper

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25 February 2025 16h45

Tbh I think this is a little generous! Going to play with the prompts a bit. But very cool exercise for a writer

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25 February 2025

Python Debugging Prompt for AI Capability Testing

By

@godofprompt

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25 February 2025 9h51

2. Coding & Debugging Test

Prompt:

"Below is a buggy Python script. Find the errors, fix them, and explain what was wrong:

python
CopyEdit
def factorial(n): if n = 1 return 1 else return n * factorial(n-1) print(factorial(5))" pic.twitter.com/XG1UA6cbQz
— God of Prompt (@godofprompt) 25 février 2025

2. Coding & Debugging Test Prompt: "Below is a buggy Python script. Find the errors, fix them, and explain what was wrong: python
CopyEdit
def factorial(n): if n = 1 return 1 else return n * factorial(n-1) print(factorial(5))"

→ View original post on X — @godofprompt

25 February 2025