Secure AccountantAI Chatbot: Lili’s journey with Amazon Bedrock

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Moreover, the availability of accountants might not always align with the immediate needs of business owners, leaving them with unanswered questions or delayed decision-making processes... To achieve this, the solution is designed to address two key requirements: Question validation: Implementing guardrails to ensure that the user’s input is a valid and a legitimate financial accounting que...

Developer’s Guide to operate game servers on Kubernetes – Part 1

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They are tasked with the provisioning and monitoring of extensive server fleets... Figure 1 – A view of a traditional game servers deployment... When a game goes live, players are directed to regional server fleets, and game operation teams must dynamically scale server capacity based on player counts, optimizing resource usage... Benefits such as resource efficiency, cost savings, impr...

Research Review | 18 July 2024 | Artificial Intelligence and Finance

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In this paper, we investigate ChatGPT-4o’s capabilities in financial data analysis, including zero-shot prompting, time series analysis, risk and return analysis, and ARMA-GARCH estimation... Advancing Portfolio Construction and Optimization: AI’s Role in Boosting Returns, Lowering Risks, and Streamlining Efficiency Michael Schopf (Schopf Meta Consult) February 2024 This paper is a practical ...

Macro Briefing: 18 July 2024

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* Fed Gov. Waller says central bank ‘getting closer’ to an interest rate cut * US Q2 GDP nowcast revised up to +2.7% vs. 1.4% in Q1 via GDPNow model * Federal Reserve’s Beige Book suggests economy is slowing * US industrial production rose more than expected in June * US housing starts rose in June, but remain near 2-year low:Among the key reasons that the Federal Reserve has been relucta...

How Deloitte Italy built a digital payments fraud detection solution using quantum machine learning and Amazon Braket

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This post demonstrates the potential for quantum computing algorithms paired with ML models to revolutionize fraud detection within digital payment platforms... We share how Deloitte built a hybrid quantum neural network solution with Amazon Braket to demonstrate the possible gains coming from this emerging technology... The promise of quantum computing Quantum computers harbor the potential t...

Amazon SageMaker unveils the Cohere Command R fine-tuning model

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It targets the scalable category of models that balance high performance with strong accuracy, enabling companies to move beyond proof of concept and into production... The model boasts high precision on Retrieval Augmented Generation (RAG) and tool use tasks, low latency and high throughput, a long 128,000-token context length, and strong capabilities across 10 key languages...AWS announced the ...

Derive meaningful and actionable operational insights from AWS Using Amazon Q Business

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As a customer, you rely on Amazon Web Services (AWS) expertise to be available and understand your specific environment and operations... This post shows how to use AWS generative artificial intelligence (AI) services, like Amazon Q Business, with AWS Support cases, AWS Trusted Advisor, and AWS Health data to derive actionable insights based on common patterns, issues, and resolutions while using...