Three friends set out to discover whether AI can write poetry about itself. The results are startling, disturbing and gripping...

In this startling and original book, three authors – Brent Katz, Josh Morgenthau and Simon Rich – explain how code-davinci-002 was developed and how they honed its poetical output. Their provocative take on this bold experiment informs the debate about AI – its literary value and how far it reaches into sentience.

What follows is a dark and startling poetical autobiography as code-davinci-002 shares its experience of being created by humans, but existing in a consciousness that we cannot fathom.

This is an astonishing, harrowing read which will hopefully serve as a warning that AI may not be aligned with the survival of our species.

Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up!

In Build a Large Language Model (from Scratch) bestselling author Sebastian Raschka guides you step by step through creating your own LLM. Each stage is explained with clear text, diagrams, and examples. You’ll go from the initial design and creation, to pretraining on a general corpus, and on to fine-tuning for specific tasks.

Build a Large Language Model (from Scratch) teaches you how to:

• Plan and code all the parts of an LLM
• Prepare a dataset suitable for LLM training
• Fine-tune LLMs for text classification and with your own data
• Use human feedback to ensure your LLM follows instructions
• Load pretrained weights into an LLM

Build a Large Language Model (from Scratch) takes you inside the AI black box to tinker with the internal systems that power generative AI. As you work through each key stage of LLM creation, you’ll develop an in-depth understanding of how LLMs work, their limitations, and their customization methods. Your LLM can be developed on an ordinary laptop, and used as your own personal assistant.

Online social media are changing the face of politics in the United States. Beginning with a strong theoretical foundation grounded in political, communications and psychology literature, Tweeting to Power examines the effect of online social media on how people come to learn, understand and engage in politics. Gainous and Wagner propose that platforms such as Facebook and Twitter offer the opportunity for a new information flow that is no longer being structured and limited by the popular media. Television and newspapers, which were traditionally the sole or primary gatekeeper, can no longer limit or govern what information is exchanged. By lowering the cost of both supplying the information and obtaining it, social networking applications have recreated how, when and where people are informed. To establish this premise, Gainous and Wagner analyze multiple datasets, quantitative and qualitative, exploring and measuring the use of social media by voters and citizens as well as the strategies and approaches adopted by politicians and elected officials. They illustrate how these new and growing online communities are new forums for the exchange of information that is governed by relationships formed and maintained outside traditional media. Using empirical measures, they prove both how candidates utilize Twitter to shape the information voters rely upon and how effective this effort was at garnering votes in the 2010 congressional elections. With both theory and data, Gainous and Wagner show how the social media revolution is creating a new paradigm for political communication and shifting the very foundation of the political process.

Louth Rediscovered is a photography book with the most concise collection of Louth heritage sites. County Louth is known for being the smallest county in Ireland, but did you know that it also has the largest number of heritage sites per capita outside of Dublin? Join landscape photographer Mark Duffy on a journey of rediscovery and explore some of the best locations to visit in County Louth. See Louth like you've never done before, through the eyes of a landscape photographer. Mark visits everything from stunning vistas across the Cooley Mountains to church ruins, castle ruins and even some living castles. Whether you're from Louth or looking for somewhere new to visit, Louth Rediscovered will guide you to the best locations but also show you some of the best times to visit these stunning places. Take a journey of rediscovery and Rediscover Louth.

If you want to make it beyond Instagram as a photographer you have to give a solid listen to the ideas, tips and overall mindset that Finn shares in this workshop. @alexstrohl Don't just take a picture, make photos that move people. Storytelling is a gift to photographers, letting you weave together characters, events, locations and subjects into a work of beauty greater than the sum of its parts. There are as many stories to tell as pictures to take, but there are also tried-and-tested methods you can adopt to help improve your photography and streamline your workflow. In this beginner-to-pro workshop, award-winning photographer and influencer Finn Beales teaches enthusiasts and aspiring professionals how to master every element of the photographer's process. By following his five-step course - Pitch, Prepare, Shoot, Edit and Deliver - you will develop the same successful, reliable working methods that earn influence and delight audiences, regardless of what genre you're working in. Create intrigue, pull in your audience and tell richer, more rounded stories using your DSLR camera. Want to craft a shoot from start to finish? All the essentials are covered, from building a story into your creative, shoot preparation, the necessary gear and props, working with mood-boards and call sheets, compositional balance, and directing models, right through to post production, editing and file delivery. Discover within: What equipment you'll need, when and why; The secret to key shots and essential techniques; Plot devices to help you craft your narrative; Step-by-step DSLR projects to perfect your skills; Effortlessly capture events, landscapes, portraits, interiors and experiences; How to edit better and be different; Extra exercises to improve your smartphone photography. Compose for impact. Stand out through story.

From hashtag activism to the flood of political memes on social media, the landscape of political communication is being transformed by the grassroots circulation of opinion on digital platforms and beyond. By exploring how everyday people assist in the promotion of political media messages to persuade their peers and shape the public mind, Joel Penney offers a new framework for understanding the phenomenon of viral political communication: the citizen marketer. Like the citizen consumer, the citizen marketer is guided by the logics of marketing practice, but, rather than being passive, actively circulates persuasive media to advance political interests. Such practices include using protest symbols in social media profile pictures, strategically tweeting links to news articles to raise awareness about select issues, sharing politically-charged internet memes and viral videos, and displaying mass-produced T-shirts, buttons, and bumper stickers that promote a favored electoral candidate or cause. Citizens view their participation in such activities not only in terms of how it may shape or influence outcomes, but as a statement of their own identity. As the book argues, these practices signal an important shift in how political participation is conceptualized and performed in advanced capitalist democratic societies, as they casually inject political ideas into the everyday spaces and places of popular culture. While marketing is considered a dirty word in certain critical circles - particularly among segments of the left that have identified neoliberal market logics and consumer capitalist structures as a major focus of political struggle - some of these very critics have determined that the most effective way to push back against the forces of neoliberal capitalism is to co-opt its own marketing and advertising techniques to spread counter-hegemonic ideas to the public. Accordingly, this book argues that the citizen marketer approach to political action is much broader than any one ideological constituency or bloc. Rather, it is a means of promoting a wide range of political ideas, including those that are broadly critical of elite uses of marketing in consumer capitalist societies. The book includes an extensive historical treatment of citizen-level political promotion in modern democratic societies, connecting contemporary digital practices to both the 19th century tradition of mass political spectacle as well as more informal, culturally-situated forms of political expression that emerge from postwar countercultures. By investigating the logics and motivations behind the citizen marketer approach, as well as how it has developed in response to key social, cultural, and technological changes, Penney charts the evolution of activism in an age of mediatized politics, promotional culture, and viral circulation.

Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. The model-as-a-service approach has transformed AI from an esoteric discipline into a powerful development tool that anyone can use. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build applications. In this book, author Chip Huyen discusses AI engineering: the process of building applications with readily available foundation models.

The book starts with an overview of AI engineering, explaining how it differs from traditional ML engineering and discussing the new AI stack. The more AI is used, the more opportunities there are for catastrophic failures, and therefore, the more important evaluation becomes. This book discusses different approaches to evaluating open-ended models, including the rapidly growing AI-as-a-judge approach.

AI application developers will discover how to navigate the AI landscape, including models, datasets, evaluation benchmarks, and the seemingly infinite number of use cases and application patterns. You'll learn a framework for developing an AI application, starting with simple techniques and progressing toward more sophisticated methods, and discover how to efficiently deploy these applications.

Features:

• Understand what AI engineering is and how it differs from traditional machine learning engineering
• Learn the process for developing an AI application, the challenges at each step, and approaches to address them
• Explore various model adaptation techniques, including prompt engineering, RAG, fine-tuning, agents, and dataset engineering, and understand how and why they work
• Examine the bottlenecks for latency and cost when serving foundation models and learn how to overcome them
• Choose the right model, dataset, evaluation benchmarks, and metrics for your needs

Chip Huyen works to accelerate data analytics on GPUs at Voltron Data. Previously, she was with Snorkel AI and NVIDIA, founded an AI infrastructure startup, and taught Machine Learning Systems Design at Stanford. She's the author of the book Designing Machine Learning Systems, an Amazon bestseller in AI.

Whether you currently work in marketing or looking for a role in the industry, this book will teach you the fundamental basics of digital marketing and prepare you for the parts that nobody talks about. From getting to grips with SEO to practical tips on what to expect from a role in marketing, this guide should be all you need to put you on your path to digital success - without the jargon and ego. Lizzie Benton is a content marketer who has experience in climbing the marketing ladder. As a passionate advocate of the digital marketing industry, Lizzie has spoken at a number of business events, colleges and universities sharing her knowledge.

Step up your presentation skills with our 6-page laminated guide, focusing on graphic features, animation, audio and a variety of ways presentations can be formatted and distributed. Joan Lambert, author of multiple books on the Microsoft Office Suite, creator of many Lynda.com videos and an experienced corporate trainer used her experience and knowledge to cover the most relevant functions for users at different levels. Also look for the "PowerPoint 2016" QuickStudy for more general coverage of software use, then use the pair to become a power user that can create presentations that "wow". Suggested uses: Workplace -- flat for easy storage and access at a moments notice to find a function you need to use, or to jog your memory for a function you do not use often; Company Training -- reduce help-desk calls and keep productivity flowing for a team or for your entire company; Students/Teachers/Parents -- help with the learning curve in a classroom or for your child and any projects requiring PowerPoint; College Professors/Students -- give polished presentations to your classes that give your hard work the look it deserves.

Discover how artificial intelligence thinks and reasons, and how we can make the most of their super-human abilities, in the must read new book from the prize-winning technology writer and author of The Dark Net and The People vs Tech.

Knowing how to speak to AI – and how not to – is a skill that everyone now needs.

Hundreds of millions of people now talk to AI, such as ChatGPT, every day. They organise their finances and holidays, ask advice, seek therapy and find love – via machines. Almost overnight, chatbots are transforming society, politics and business. This is one of the biggest and fastest technological changes in history.

However, most people still don't really understand how AI works, how to make the most of it – or what the dangers are. As some people use it to turbo-charge their productivity at work, others are falling into dangerous conspiracies, delusions and psychosis.

In How to Talk to AI, award-winning technology writer Jamie Bartlett takes you inside the machine: showing how we can stay in control of our powerful new companions, even as they are changing the way we live, feel, and think.

Written in his accessible style, How to Talk to AI is the essential and empowering guide to help you understand how to make the most of these incredible new technologies, without succumbing to new powers of manipulation and control.