Anthropic publishes prompt engineering guide for enterprise Claude deployments
Anthropic released a practical guide covering three core prompt engineering techniques—chain-of-thought (step-by-step), few-shot prompting, and prompt chaining—aimed at businesses deploying Claude in production. The post includes a case study of a Fortune 500 company building a customer-facing chat assistant using these techniques to improve accuracy and speed. The content is instructional rather than a capability announcement, targeting enterprise practitioners seeking to optimize Claude deployments.
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Anthropic Publishes Quantitative Case Study on Prompt Engineering for Long-Context Recall
Anthropic shares a quantitative case study evaluating prompting techniques to improve Claude's recall over 75,000–90,000 token contexts. Two techniques are tested: extracting reference quotes before answering, and providing few-shot examples of correctly answered questions. The study uses Claude Instant 1.2 on a government document dataset constructed via a 'randomized collage' method, with multiple-choice Q&A pairs generated by Claude itself. Results show measurable recall improvements over a baseline prompt, with methodology and notebooks shared publicly.
Anthropic Launches Claude Design: AI-Powered Visual Design and Prototyping Tool
Anthropic has launched Claude Design, a new product under its Anthropic Labs umbrella that enables collaborative visual design work including prototypes, slides, wireframes, and marketing collateral. Powered by Claude Opus 4.7, the tool supports brand system ingestion, inline editing, multi-user collaboration, and direct handoff to Claude Code for implementation. It is available in research preview for Claude Pro, Max, Team, and Enterprise subscribers, with integrations including Canva and PPTX export. The product targets both professional designers seeking faster exploration and non-designers needing to produce visual work.
Cognizant to Deploy Claude to 350,000 Employees in Major Enterprise AI Partnership
Cognizant, a global IT consulting firm, has announced a partnership with Anthropic to deploy Claude to up to 350,000 employees across engineering, delivery, and corporate functions. The deployment integrates Claude Code, the Model Context Protocol (MCP), and Anthropic's Agent SDK with Cognizant's own platforms including Flowsource, Neuro AI, and Agent Foundry. Use cases span software engineering productivity, legacy modernization, multi-agent orchestration, and vertical industry solutions beginning with Financial Services. The partnership also positions Cognizant as a channel for helping its enterprise clients adopt agentic AI at scale.
Anthropic Launches Claude Partner Network with $100M Commitment
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Anthropic enables fine-tuning of Claude 3 Haiku via Amazon Bedrock
Anthropic announced that Claude 3 Haiku can now be fine-tuned through Amazon Bedrock using custom prompt-completion pairs, with general availability reached November 1, 2024. The capability targets specialized business workflows, with Anthropic citing a case study showing classification accuracy improvement from 81.5% to 99.6% and 85% token reduction on a content moderation task. Early enterprise adopters include SK Telecom and Thomson Reuters, both reporting measurable performance gains. Fine-tuning is available in the US West (Oregon) region with text support up to 32K context, with vision fine-tuning planned.
Anthropic Launches Claude for Life Sciences with New Connectors, Agent Skills, and Benchmark Improvements
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Anthropic launches Projects feature for Claude.ai Pro and Team users
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Anthropic partners with BCG to bring Claude to enterprise customers
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