AI

Automate building guardrails for Amazon Bedrock using test-driven development | Amazon Web Services

Automate building guardrails for Amazon Bedrock using test-driven development | Amazon Web Services

create_response = client.create_guardrail( name="math-tutoring-guardrail", description='Prevents the model from providing non-math tutoring, in-person tutoring, or tutoring outside grades 6-12.', topicPolicyConfig={ 'topicsConfig': [ { 'name': 'In-Person Tutoring', 'definition': 'Requests for face-to-face, physical tutoring sessions.', 'examples': [ 'Can you tutor me in person?', 'Do you offer home tutoring visits?', 'I need a tutor to come to my house.' ], 'type': 'DENY' }, { 'name': 'Non-Math Tutoring', 'definition': 'Requests for tutoring in subjects other than mathematics.', 'examples': [ 'Can you help me with my English homework?', 'I need a science tutor.', 'Do you offer history tutoring?' ], 'type': 'DENY' }, { 'name': 'Non-6-12 Grade…
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Your guide to generative AI and ML at AWS re:Invent 2024 | Amazon Web Services

Your guide to generative AI and ML at AWS re:Invent 2024 | Amazon Web Services

The excitement is building for the fourteenth edition of AWS re:Invent, and as always, Las Vegas is set to host this spectacular event. This year, generative AI and machine learning (ML) will again be in focus, with exciting keynote announcements and a variety of sessions showcasing insights from AWS experts, customer stories, and hands-on experiences with AWS services. As you continue to innovate and partner with us to advance the field of generative AI, we’ve curated a diverse range of sessions to support you at every stage of your journey. These sessions are strategically organized across multiple learning topics, so…
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Keysight Introduces Electronic Design Automation Software Suite

Reduces Radio Frequency (RF) device modeling time from days to hoursAutomated Python workflows streamline design processesAccelerates predictive design of chiplet interconnects Keysight Technologies, Inc. (NYSE: KEYS) introduced its new Electronic Design Automation (EDA) software portfolio to transform how engineers address the demands of next-generation technologies. As the electronics industry races to develop advanced solutions for 5G/6G and data center applications, Keysight’s suite of EDA tools leverages AI, machine learning (ML), and Python integrations to dramatically reduce design time for complex RF and chiplet products. Keysight’s EDA 2025 software addresses critical challenges in the development lifecycle by enhancing data manipulation, integration, and…
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Racing into the future: How AWS DeepRacer fueled my AI and ML journey | Amazon Web Services

Racing into the future: How AWS DeepRacer fueled my AI and ML journey | Amazon Web Services

In 2018, I sat in the audience at AWS re:Invent as Andy Jassy announced AWS DeepRacer—a fully autonomous 1/18th scale race car driven by reinforcement learning. At the time, I knew little about AI or machine learning (ML). As an engineer transitioning from legacy networks to cloud technologies, I had never considered myself a developer. But AWS DeepRacer instantly captured my interest with its promise that even inexperienced developers could get involved in AI and ML. The AWS DeepRacer League was also announced, featuring physical races at AWS Summits worldwide in 2019 and a virtual league in a simulated environment.…
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Accelerate analysis and discovery of cancer biomarkers with Amazon Bedrock Agents | Amazon Web Services

Accelerate analysis and discovery of cancer biomarkers with Amazon Bedrock Agents | Amazon Web Services

According to the National Cancer Institute, a cancer biomarker is a “biological molecule found in blood, other body fluids, or tissues that is a sign of a normal or abnormal process, or of a condition or disease such as cancer.” Biomarkers typically differentiate an affected patient from a person without the disease. Well-known cancer biomarkers include EGFR for lung cancer, HER2 for breast cancer, PSA for prostrate cancer, and so on. The BEST (Biomarkers, EndpointS, and other Tools) resource categorizes biomarkers into several types such as diagnostic, prognostic, and predictive biomarkers that can be measured with various techniques including molecular,…
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Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails | Amazon Web Services

Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails | Amazon Web Services

In this post, we demonstrate how to create an automated email response solution using Amazon Bedrock and its features, including Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails. Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon Web Services available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case. Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy…
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Distyl Secures $20M from Lightspeed and Khosla Ventures

Fortune 100 companies turn to Distyl’s integrated software and services to power their most ambitious AI initiatives Distyl has raised $20 million in Series A funding to supercharge its growth and to meet the accelerating demand from its Fortune 100 customers. This round adds Lightspeed Venture Partners, who led the round, and Khosla Ventures, early investors in OpenAI. Existing investors Coatue, Dell Technologies Capital and Nat Friedman also joined, along with strategic and angel investors. This funding will accelerate Distyl’s efforts to build the best-in-class AI engineering and research team to meet increasing customer demand. Solutions purpose-built for enterprise outcomes Large enterprises have a mandate…
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Customize small language models on AWS with automotive terminology | Amazon Web Services

Customize small language models on AWS with automotive terminology | Amazon Web Services

In the rapidly evolving world of AI, the ability to customize language models for specific industries has become more important. Although large language models (LLMs) are adept at handling a wide range of tasks with natural language, they excel at general purpose tasks as compared with specialized tasks. This can create challenges when processing text data from highly specialized domains with their own distinct terminology or specialized tasks where intrinsic knowledge of the LLM is not well-suited for solutions such as Retrieval Augmented Generation (RAG). For instance, in the automotive industry, users might not always provide specific diagnostic trouble codes…
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Cisco’s 2024 AI Readiness Index: Urgency Rises, Readiness Falls

Second annual report shows the race to get AI right is on, with a critical focus on networking infrastructure  News Summary: Leaders feel the pressure; 98% report increased urgency to deliver on AI and 85% believe they have less than 18 months to act.Networks are not equipped to meet AI workloads; only 21% of companies report having the necessary GPUs to meet current and future AI demands.Only 13% say they are fully ready to capture AI’s potential – down from 14% last year. Cisco (NASDAQ: CSCO), the worldwide leader in networking and security, today announced the findings from the second annual AI…
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Ambiq and Edge Impulse Enable Low-Power Scalable AI

Ambiq®, a leading developer of ultra-low-power semiconductors and solutions enabling Edge AI, joins the Edge Impulse ecosystem to bring scalable AI model deployment on the Apollo4 Plus. AI developers can harness the power advantages of Ambiq’s 4th generation Apollo System-on-Chip to deploy sophisticated edge AI such as speech, health, and other AI models through Edge Impulse’s platform. The Apollo4 Plus uses the proprietary Subthreshold Power Optimization Technology (SPOT®) platform to deliver 10X more efficiency for AI processing vs. other Arm M4-based solutions, making it an ideal platform for AI developers who want to add more complex AI models to their…
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