Anthropic founded to prioritize AI safety at the frontier Claude 2 Claude 2.1 Claude 3 Claude 1 Frontier Research Mathematical Framework for Transformer Circuits Frontier Research Toy Models of Superposition (Interpretability) Frontier Policy Constitutional AI Frontier Research Dictionary Learning (Interpretability) Frontier Research Sleeper Agents: Deceptive LLMs Frontier Research Mapping The Mind of an LLM
model family Claude 3 Opus Claude 3 Sonnet Claude 3 Haiku Top-tier model intelligence Balance of skill and speed Fastest, most compact Get started with Claude 3 models on: Anthropic API claude.ai AWS Bedrock Powerful alone. Better together.
models available in each intelligence class Better results out-of-the-box with less prompt optimization and fewer refusals The fastest vision model with comparable quality to other state-of-the-art models More accurate & trustworthy Twice as accurate as Claude 2.1 on difficult, open-ended questions
Understands enterprise content including charts, graphs, technical diagrams, reports, and more • Faster than other multimodal models while achieving similar performance 1 • Excels at use cases that require speed & intelligence • Extract data from documents, charts, graphs, … • Analyzing images for insurance claims, adjustments, … • Transcribe handwritten notes, diagrams, … • Generate product information & insights from images 1-Based on internal evaluations for Claude 3 Haiku. Summarize this report Recreate this graph in Python Describe the condition of this vehicle What’s the condition of this package?
task, instructions, or user query where feasible • When you have multiple images, label each image, like “Image 1:” and “Image 2:” • Increase performance by having Claude describe and extract details from the image(s) before doing the task User Image 1: [Image 1] Image 2: [Image 2] How are these images different? Claude response [Claude's response] User Image 3: [Image 3] Image 4: [Image 4] Are these images similar to the first two? Claude response [Claude's response] Example conversation:
or categories and use them as keys in the JSON object. Then, extract the relevant information from the text and populate the corresponding values in the JSON object.”
you a schema describing a product and an image of that product, I would like you to suggest amendments by returning a corrected version of the schema, with inline comments on any fields you amended. ``` { “Color”: “Black”, “Maker”: “Nike”, “Purpose”: “weighlifting”, “Ideal_distance”: “None”, } ```”
reimbursed for my blood pressure medicine” User Request Determine Goal(s) Complete Tasks Take Action • Determine if user should be reimbursed • If yes, send funds • If no, politely explain reason • Pull customer record • Pull reimbursement policy • Run drug interaction safety check • Escalate to human if concerned or unsure • Write draft copy • Review answer • Affirmative chat response • Reimbursement initiated
prompt What was the final score of the Yomiuri Giants’ game on June 16, 2024? List of tools name: get_score description: Get the score of a baseball game required parameters: team, date name: top_song description: Get the most popular song played on a radio station required parameters: title, artist Chosen tool & inputs name: get_score parameters: team=Yomiuri Giants date=2024-06-16 Tool use is a way to expand Claude’s abilities with external tools & functions
meant as a starting point to solve the “blank page” issue by outputting a well performing, decently engineered prompt • The prompt generating tool does not guarantee that the prompt it creates will be 100% optimized or ideal for your use case - run more tests & continue refining! If you’re curious about the underlying structure of the prompt generator, you can read more about it in our documentation at docs.anthropic.com under the prompt engineering section
Detailed technical information about evaluations, model capabilities, safety training, and more • Anthropic cookbook (anthropic.com/cookbook) ◦ Code & implementation examples for a variety of capabilities, use cases, integrations, and architectures • Claude user guide documentation (anthropic.com/docs) ◦ Prompt engineering tips, production guides, vision guide, model comparison tables, capabilities overviews, and more
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