Synthetic Data: Illusions, Lies, Deceptions and the Reality
Open Source For You|December 2023
It will be supremely tough to differentiate between reality and deception in an Al dominated world that uses synthetic data.
Synthetic Data: Illusions, Lies, Deceptions and the Reality

Data is synonymous with the word ‘information’ and in the 21st century, it is the most valuable asset. With every passing moment, more and more data is pumped into society. A common mistake that people make is to link the word ‘data’ with something related to computers or digital devices. It isn’t. Every book written and every picture painted forms a part of the ‘data’ circulating through society. The first form of data to be ever recorded can be traced back to cavemen’s paintings, stone sculptures, and so on.

Human beings have the innate tendency to try to replicate whatever they see or perceive. For example, the cavemen drew the animals they hunted, the storms that occurred, and so on. In the digital age, it is much easier to capture pictures of what we see, and record videos of what we experience. Apart from just what we perceive, what we do also forms a major part of the data in circulation -- for example, every bank transaction we carry out, every location we visit, and so on. And this data is not mere information; it is a valuable part and parcel of everyone’s life, and defines who they are. A computer system is able to perfectly predict one’s behavioural patterns with this data. This is nothing new. All of us have witnessed random ads on websites about the exact thing we are thinking about. There are even jokes around this, saying a computer is able to read minds, but in reality, it is able to perfectly predict your behaviour.

この記事は Open Source For You の December 2023 版に掲載されています。

7 日間の Magzter GOLD 無料トライアルを開始して、何千もの厳選されたプレミアム ストーリー、9,000 以上の雑誌や新聞にアクセスしてください。

この記事は Open Source For You の December 2023 版に掲載されています。

7 日間の Magzter GOLD 無料トライアルを開始して、何千もの厳選されたプレミアム ストーリー、9,000 以上の雑誌や新聞にアクセスしてください。

OPEN SOURCE FOR YOUのその他の記事すべて表示
Helgrind: Detecting Synchronisation Issues in Multithreaded Programs
Open Source For You

Helgrind: Detecting Synchronisation Issues in Multithreaded Programs

Let's explore how Helgrind can be used to detect and debug multithreading issues with the help of a multithreaded C program.

time-read
3 分  |
November 2024
The Perfect Process of Booting a PC
Open Source For You

The Perfect Process of Booting a PC

Booting a PC seems as simple as eating a cake. But are you aware of all that goes on behind-the-scenes to bake a delicious cake or seamlessly boot a PC?

time-read
3 分  |
November 2024
Exploring eBPF and its Integration with Kubernetes
Open Source For You

Exploring eBPF and its Integration with Kubernetes

eBPF, a game-changing technology that extends the capabilities of the Linux kernel, offers significant advantages for Kubernetes networking. It also greatly improves Kubernetes observability by capturing detailed telemetry data directly from the kernel. Read on to find out how its integration with Kubernetes has immense benefits.

time-read
5 分  |
November 2024
Deploying Generative AI LLMs on Docker
Open Source For You

Deploying Generative AI LLMs on Docker

Built on massive datasets, large language models or LLMS are closely associated with generative Al. Integrating these models with Docker has quite a few advantages.

time-read
8 分  |
November 2024
Containerisation: The Cornerstone of Multi-Cloud and Hybrid Cloud Success
Open Source For You

Containerisation: The Cornerstone of Multi-Cloud and Hybrid Cloud Success

Open source containerisation software provides the flexibility, cost-effectiveness, and community support needed to build and manage complex multi-cloud and hybrid cloud environments. By leveraging this software, businesses can unlock the full potential of multicloud and hybrid cloud architectures while minimising vendor lock-in risks.

time-read
3 分  |
November 2024
From Virtual Machines to Docker Containers: The Evolution of Software Development
Open Source For You

From Virtual Machines to Docker Containers: The Evolution of Software Development

Containerisation and Kubernetes have eased software development, making it faster and better. Let's see where these are headed, looking at trends that are making life easier for developers.

time-read
10+ 分  |
November 2024
India's Leap in Supercomputing: Innovating for Tomorrow
Open Source For You

India's Leap in Supercomputing: Innovating for Tomorrow

As India strides towards self-sufficiency in supercomputing, embracing this evolution isn't just an option-it is pivotal for global competitiveness and technological leadership.

time-read
5 分  |
November 2024
SageMath: A Quick Introduction to Cybersecurity
Open Source For You

SageMath: A Quick Introduction to Cybersecurity

In the previous articles in this SageMath series, we delved into graph theory and explored its applications using SageMath. In this seventh article in the series, it is time to shift our focus to another crucial subfield of computer science: cybersecurity and cryptography.

time-read
10+ 分  |
November 2024
Efficient Prompt Engineering: Getting the Right Answers
Open Source For You

Efficient Prompt Engineering: Getting the Right Answers

OpenAl's GPT-3 and GPT-4 are powerful tools that can generate human-like text, answer questions, and provide insights. However, the quality of these outputs depends heavily on how you frame the input, or prompt. Efficient prompt engineering ensures you get the right answers by designing inputs that guide the AI towards relevant, clear, and useful responses. Let's find out how to craft effective prompts with examples.

time-read
4 分  |
November 2024
Analysing Linus Torvald's Critique of Docker
Open Source For You

Analysing Linus Torvald's Critique of Docker

This article looks at Docker's security flaws, particularly its shared-kernel model, and contrasts it with traditional VMs for better isolation. It discusses Linus Torvalds' concerns, explores mitigation techniques, and proposes a roadmap for building a more secure containerisation platform using hardware-assisted virtualisation, true isolation, and a robust orchestration layer.

time-read
8 分  |
November 2024