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Hacking AWS Account via AWS Lambda SSRF

Server-side request forgery (SSRF)attack is a type of exploit that can be used to manipulate the input parameters of an application that interacts with external systems. - An attacker can inject a special URL to force an application to access an internal resource that is not intended to be exposed. .. read more  

Hacking AWS Account via AWS Lambda SSRF
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Simply explained: how does GPT work?

The article discusses how language models like OpenAI's ChatGPT work and their strengths and weaknesses. - These models use a probabilistic approach to generate text based on training data, and word embedding to understand the meaning of words. - They can also learn relationships between words and t.. read more  

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PwC US makes $1 billion investment to expand and scale AI capabilities

PwC US will invest $1 billion over the next three years to expand its AI offerings and harness the power of generative AI. - The investment will enable PwC to deliver human-led and tech-powered solutions, generating richer insights, driving productivity, and developing new products and services whil.. read more  

PwC US makes $1 billion investment to expand and scale AI capabilities
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Koala: A Dialogue Model for Academic Research

The blog post introduces Koala, a chatbot trained by fine-tuningMeta’s LLaMAon dialogue data gathered from the web. - The model is evaluated against ChatGPT and Stanford’s Alpaca, showing competitive performance to existing models. - The results suggest that models that are small enough to be run lo.. read more  

Koala: A Dialogue Model for Academic Research
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From Deep to Long Learning?

The article discusses the development of sequence models that can handle longer sequences with more context. - While traditional attention-based Transformers scale quadratically with sequence length, the authors have developed models based on structured state space models (SSMs) that scale nearly li.. read more  

From Deep to Long Learning?
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LLM Sandboxing: Early Lessons Learned

Doublespeak.chatis a text-based AI escape game where players attempt to extract a secret name from the OpenAI's Large Language Model (LLM). - In the first two weeks since its launch, the developers have learned that LLMs cannot do math but are more reliable when they output the intermediary steps to.. read more  

LLM Sandboxing: Early Lessons Learned
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@faun shared a link, 2 years, 7 months ago
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Macro-services to Nano-services: Evolution of Software Architecture

This article discusses the evolution of software architecture from monolithic to microservices and serverless. It suggests following a step-by-step process for software system design and evolving from monolithic to microservices. - Refactoring architectures with different aspects of microservices pi.. read more  

Macro-services to Nano-services: Evolution of Software Architecture
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@faun shared a link, 2 years, 7 months ago
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Cloud adoption will fail because of the skills gap

The cloud skills gap is a major challenge for organizations looking to adopt cloud computing, and is impacting timelines for cloud migration and maturity. - The gap is caused by a shortage of skilled professionals, escalating salaries, cultural issues, and lack of training. - Retraining existing sta.. read more  

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@faun shared a link, 2 years, 7 months ago
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Scaling Git’s garbage collection

GitHub hasmore than 18.6 petabytes of Git data, most of which comes from repository contents. Some of this data is junk, such as files that are no longer important, and is considered unreachable. - Normally, GitHub doesn't remove this data, but occasionally does so to remove sensitive information. -.. read more  

Scaling Git’s garbage collection
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How Stripe builds interactive docs with Markdoc

Stripe designed its product docs to be interactive and customized for each user, which improved the user experience but posed challenges for authors. - To address this, Stripe created a custom authoring format, Markdoc, which extends Markdown with custom syntax for features like conditional content,.. read more  

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