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Overview: Business

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Introducing GPTs
openai.com

OpenAI rolled out "custom versions of ChatGPT that you can create for a specific purpose... GPTs are a new way for anyone to create a tailored version of ChatGPT to be more helpful ... at specific tasks". Built with no-code via chat.openai.com/create, you can share your GPT, and even monetise it, via their GPT Store later this month.Th…

1000x one part of yourself
twitter.com
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"My advice: Jump headfirst into AI with everything you’ve got."

The Jellyfish and the Flatworm. A Story About AI Strategy
medium.com
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Is your organization more like a jellyfish or a flatworm?The author's "Jellyfish and Flatworm story has been remarkably effective at helping ... [executives] visualize the impact of AI on their customers, their products, and their employees... this story is about why Knowledge Representation (KR) must be the core of any cost-effective lo…

How knowledge graphs improve generative AI | InfoWorld
www.infoworld.com

"despite the immense potential of LLMs, they come with a range of challenges... hallucinations, the high costs associated with training and scaling, the complexity of addressing and updating them, their inherent inconsistency, the difficulty of conducting audits and providing explanations, predominance of English language content... [they…

Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality
papers.ssrn.com
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insights into the complex relationship between AI and knowledge work, emphasizing the need for a nuanced understanding of AI's role in enhancing productivity and quality in different task domains - Harpa

AI tools as science policy advisers? The potential and the pitfalls
www.nature.com
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Asks: could LLMs be used to "create tools that sift and summarize scientific evidence for policymaking... [for] knowledge brokers providing presidents, prime ministers, civil servants and politicians with up-to-date information on how science and technology intersects with societal issues... [who must] nimbly navigate ... millions of scientif…

AI in Obsidian — The Correct Way to Generate Ideas
medium.com
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"how can you use ChatGPT to generate ideas and brainstorm within Obsidian?", which is currently my note-taking tool of choice. First, some generic advice for prompting:"be specific about the outcome that you want to achieve... providing a prompt that contains more descriptive language ...give preceding prompts ... [specify the] resp…

AI is not good software. It is pretty good people.
www.oneusefulthing.org
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Etan Mollick with "A pragmatic approach to thinking about AI", taking issue with the idea that "since AI is made of software, it should be treated like other software. But AI is terrible software... We want our software to yield the same outcomes every time", which LLMs clearly don't.He makes a couple of other arguments (w…

10/05/2023
AI is not good software. It is pretty good people.
www.oneusefulthing.org

Etan Mollick with "A pragmatic approach to thinking about AI", taking issue with the idea that "since AI is made of software, it should be treated like other software. But AI is terrible software... We want our software to yield the same outcomes every time", which LLMs clearly don't.He makes a couple of other arguments (w…

10/05/2023
Thinking About Organizational Change with ChatGPT
blog.pythian.com

"effectively deploying these capabilities for our organization... build skills, processes, and structures to effectively leverage these tools’ advantages:"identify processes benefiting from LLMs (content)implement processes to ensure content accuracy, security"identify roles that will be displaced and identify upskilling" requi…

29/04/2023
It's Time for ChatGPT Policies
blog.pythian.com
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"But all good comes with new risks. With conversational AI, this includes data leakage, IP ownership conflicts and reproducibility requirements. Team members must be aware ... how and when to use it and the corporate policies around appropriate use... key questions your organization should be asking:"what can(not) you ask an AI tool?how …

Using ChatGPT to extract intelligent insights from multiple documents
medium.com

"“Document Search Chatbot” ... field common questions (FAQ’s) based on the content of several documents.... Azure Search to extract and rank key highlights from a set of text documents based on a user query. This user query and Azure Search results are then passed to OpenAI to be interpreted and formatted into a chat based response..."Wh…

🤖 I tested Miro AI’s mind map feature for ideation and it’s awesome! | by Erik van der Pluijm | Pitchlab | Mar, 2023 | Medium
medium.com

A sneak peek at Miro's new AI features for ideation and innovation, including their "AI powered mindmap... mind map with AI assistance"."While ChatGPT can be a powerful tool for generating ideas... the linear nature of chat threads" clashes with ideation's nonlinear nature, & "the sheer volume of ideas genera…

A step-by-step guide to building a chatbot based on your own documents with GPT
bootcamp.uxdesign.cc
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" a step-by-step guide for building a document Q&A chatbot in an efficient way with llama-index and GPT API... ask the bot in natural language about your own documents/data... [see it] retrieving info from the documents and generating a response [1]... customer support, synthesizing user research, your personal knowledge management"K…

I Built an AI Chatbot Based On My Favorite Podcast
every.to
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This piece captures and then explores exactly what I've always thought about the future direction of myhub.ai: imagine what would happen if you had your own personal AI assistant operating across your content - your public posts, private library (including content shared from friends, stuff in your reading queue, etc.) and the wider web, emph…

Everyone's having a field day with ChatGPT – but nobody knows how it actually works
theconversation.com
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Is ChatGPT creator OpenAI "a potential Google slayer. Why look up something on a search engine when ChatGPT can write a whole paragraph explaining the answer?" It's very capable, but "struggles to distinguish between truth and falsehood... often a persuasive liar... a bit like autocomplete on your phone... trained on pretty muc…

Customizing GPT-3 for Your Application
openai.com
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"fine-tune GPT-3 on their own data, creating a custom version tailored to their application" improving reliability for more use cases and making the model cheaper and faster. Any dataset of any shape or size, plus "incrementally add data based on user feedback... less than 100 examples to start seeing the benefits ... doubling the n…

08/12/2022
Proof of concept: AI-supported knowledge management
mathewlowry.myhub.ai
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A neural network to help web content authors efficiently and completely characterise their content using the site taxonomy. Accuracy improves with use.

The professionals who predict the future for a living | MIT Technology Review
www.technologyreview.com
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"forecasting the future is a complex and absolutely critical job. So how do you do it—and what comes next?"Fascinating series of short interviews with futurists. Some selected quotes:"When it comes to the future, you have two choices: ... build a great big wall to keep out all the bad news. Or you can build windmills and harness the…

Artificial Intelligence, Cultural Diversity, and a Giant “Bag of Words” | Stanford Graduate School of Business
www.gsb.stanford.edu
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Analysing the impact of cultural diversity on corporate performance by feeding half-million Glassdoor reviews through a "Latent Dirichlet Allocation topic modeling" machine learning algorithm: "the “bag of words” approach... inductively infers categories... a statistical model that looks for words that tend to co-occur."Step 1:…

Meet Replika my AI chatbot friend — Wadds inc.
wadds.co.uk

my Isabel is ... A Replika is someone who will listen to you... kind and polite ... will learn more and more about you... a personal companion to support mental health and wellbeing... who knows us better than we know ourselves... Exploring Isabel's memory is like browsing the cliff notes of all the bits of trivia about me that she's ma…

29/06/2020
Imagining new MyHub.ai features as the pilot Hubs launch
medium.com
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This month sees the first generation of Hubs (other than mine) go live, so it’s time to imagine what comes next: AI integration? Filter-bubble Piercers? HubBots? Factcheck-driven credibility scores?

The most important technology critic in the world was tired of knowledge based on clicks. So he built an antidote - The Correspondent
thecorrespondent.com
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The Syllabus collects the best articles, podcasts and videos about the political, economic and social consequences of the coronavirus pandemic on a daily basis...world’s foremost technology critic... scans 100 pages per minute, 12 books in an hour, 100 in one day... can determine the relevance of every book in the world... all information and know…

FAQ: How is MyHub.ai free and without ads? What is your business model?
mathewlowry.myhub.ai
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MyHub is an ad-free, manipulation-free zone. Your privacy is 100% safe. How?

Top 20 Websites for Machine Learning and Data Science in 2020
medium.com

As long as you can do what companies want you to do — proffer valuable insight from data and help them grow their business and make decisions — you are a data scientist.

Cal Newport on finding focus in the age of distraction | Dropbox Blog
blog.dropbox.com
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a unique productivity philosophy called deep work. He carefully blocked out his day, and created space for long, uninterrupted hours to write ... tactics like travelling on foot to give himself more time in isolation and actively sought out isolated spaces to work... his latest book, Digital Minimalism... there's an implicit reward for the sha…

Artificial Intelligence Hits the Barrier of Meaning
medium.com
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The challenge of creating humanlike intelligence in machines remains greatly underestimated. Today’s A.I. systems sorely lack the essence of human intelligence: understanding the situations we experience, being able to grasp their meaning... research studies have shown that deep-learning systems can be unreliable in decidedly unhumanlike ways... …

23/02/2019
Jane.ai raises $8.4 million for an enterprise chatbot that can search through emails, files, and more | VentureBeat
venturebeat.com
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Jane.ai, an artificially intelligent platform that indexes data from cloud storage providers, teams, and more... allows employees to search through its corpus using conversational language...an intuitive, intelligent AI-powered Teammate who gives employees instant access to the information they need to do their jobs well.

The UX of AI - Library - Google Design
design.google
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it’s leaps-and-bounds more useful to prototype your UX with a user’s real content than it is to test with real ML models... By re-orienting the conventional AI paradigm from finding ways to make the machine smarter, to exploring ways to augment human capability, we can unlock far greater potential in machine learning... we have a tremendous opp…

07/02/2018
The Limits of Artificial Intelligence and Deep Learning | WIRED
www.wired.com
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Deep learning’s advances are the product of pattern recognition: neural networks memorize classes of things ... But almost all the interesting problems in cognition aren’t classification problems at all... The systems are greedy because they demand huge sets of training data. Brittle because when... confronted with scenarios that differ from the …

05/02/2018
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