Recent Posts
- I asked ChatGPT, Bard and Poe: “If, as a professional editor, I am writing an essay designed to guide executive and technical managers in how to emulate the qualitative data-cleaning editorial practices of a professional newsroom to get a superior result from their AI modelling and implementation, I have two key questions before I start. First, how long should it be to capture and hold their attention? Second, what are the sections and headings it must contain? Is there anything else I haven’t asked that I should make note of before starting? October 8, 2023
- What does success look like – and what role might the qualitative data-cleaning editorial practices of a professional newsroom play – in a company seeking to find how to use AI to get a superior result from bringing its collective human minds together with machine intelligence to create a more complete picture of a problem and how it might be solved? September 27, 2023
- To what degree is it true that notwithstanding other contributing factors – such as the quality and diversity of the training data, the architecture and algorithms used, the expertise of the data scientists, and the specific problem being addressed – the better a business can become at emulating the ways in which a professional newsroom works to organise and clean its qualitative editorial content, the quicker and more reliable its AI modelling can become? September 26, 2023
- To what degree is it true that the better a business can become at managing its qualitative internal data by emulating the ways in which a professional publishing operation’s editorial team organises qualitative editorial content, the quicker and more reliable its AI modelling can become? September 26, 2023
- In what ways can AI and engaging a professional editor help you inject better sense, efficiency and order into the ways in which your leadership team develops strategy from the data generated by the many minds at work across your organisation? September 22, 2023
- In what ways can AI give your team and its leaders a capacity to develop ideas for an increasing array of new products and business models, tested at more precisely defined “stage-gates,” and how, and with what benefits, can a professional editor help your people develop the cleaner data and routines to realise this process more quickly and productively? September 22, 2023
- In what ways can AI give your team and its leaders a capacity to develop new creative thinking skills beyond the usual conceptions of intelligence and reasoning, and how, and with what benefits, can a professional editor help it reach this goal? September 22, 2023
- In what ways does AI present an opportunity to shape your organisation’s collective intelligence such that it can realise the notion of thinking at a new scale, and how might engaging a professional editor early in the learning to achieve this make your AI model work better? September 22, 2023
- In what ways does AI present an opportunity to shape your business’s intelligence around your product and your customer in a repeat loop of learning, and how can engaging a professional editor early in this learning make your AI model work better? September 22, 2023
- What pain and problems can the intervention of a professional editor help your leaders and project managers avoid in the early planning stages of an AI-transition initiative in your business, and how early in such an exercise should they ideally be engaged? September 21, 2023
- What is the role a professional editor can play in transforming the value of usually hidden, tacit organisational knowledge into potent, enduring AI? September 21, 2023
- If it is to develop innovative, market-leading AI, what do people across our organisation most need to learn about the indicators that measure the critical success factors in our business and industry, and using this information, how can a skilled professional editor most effectively report back to them and its leaders to improve its chances of developing a compelling, competitive AI knowledge advantage? September 15, 2023
- If it is to develop innovative, market-leading AI, what are some reports a skilled professional editor can create to improve knowledge among our people of the success factors critical to our business of which many of may be unaware, and how these can instead be reported to them and transformed to give us a leading, competitive AI edge? September 15, 2023
- What are the most persuasive messages a business’s senior decision makers must hear for them to take seriously the idea of engaging a skilled professional editor in the development of their organisation’s AI models, and how should these messages be most effectively communicated to them? September 15, 2023
- If it is to develop innovative, market-leading AI, what are some reports a skilled professional editor can create to capture its knowledge and help our organisation learn from leveraging the creative and innovative abilities of its employees, allies, partners and vital stakeholders? September 15, 2023
- If AI is the most powerful force for organising knowledge capital ever invented, what are some reports a skilled professional editor can create to boost your business’s critical collective intelligence to realise this potential in developing its tools? September 15, 2023
- What are some reports a skilled professional editor can create to boost your business’s critical collective intelligence, and around which themes should its thinking be rallied, when preparing its leaders to make their best informed AI-investment decisions? September 15, 2023
- What are some reports a skilled professional editor can create concerning barriers to change present in our organisation that its senior decision makers will most need and value when preparing to make their best informed AI-investment decisions? September 15, 2023
- What are some reports concerning the development and decision making processes around AI that a skilled professional editor can create to drive the creativity and imagination of minds across our business and accelerate the success of innovation and technical change? September 15, 2023
- When unlocking the creativity and imagination of the minds across our organisation such that it is enabled to develop the AI capable of successfully and profitably transforming our business, can you suggest the nature of some reports a skilled professional editor can generate to give the organisation’s leaders what they need to make their best possible AI-investment decisions? September 15, 2023
- What is the optimal sense-making role a skilled professional editor can play to help us unlock the creativity and imagination of the minds across our organisation such that it is enabled to develop AI that can successfully and profitably transform our business? September 15, 2023
- In what ways can a skilled professional editor help our organisation communicate better with itself across departments and disciplines to expose and challenge the strategic assumptions that might be locking in inefficiencies that must be removed before innovative, market-leading, competitive AI can be developed in our business? September 15, 2023
- In what ways can a skilled professional editor help our organisation communicate better with itself across departments and disciplines to win the consensual support of all when developing a compelling strategic vision involving the development of innovative, market-leading, competitive AI? September 15, 2023
- In what ways can engaging a skilled professional editor help our organisation learn by understanding that if a strategic vision involving the development of innovative, market-leading AI is to work optimally, it must also address the values and underlying assumptions about our business held by its people and the world at large? September 15, 2023
- If it is true that when a technology emerges people initially apply it only narrowly – which may also currently be the case with AI – in what ways can engaging a skilled professional editor help you unlock the imagination of the minds across your organisation to develop innovative, market-leading AI that can establish a competitive advantage for your business? September 15, 2023
- How would you persuade someone who has only before thought of it as a technical task that amid the challenges of projects dedicated to developing innovative, market-leading AI, engaging a skilled professional editor can help to foster and propel a culture of inventions and innovation? September 15, 2023
- If, as a leader, your aim is to unlock the imagination of the minds across your organisation to chase down greatest problems and risks facing its business to develop innovative, market-leading AI that can enable you to avoid those challenges, in what ways might engaging a skilled professional editor best assist you in conducting this investigation? September 15, 2023
- If, as a leader, your aim is to develop innovative, market-leading AI by reaching into the creativity and imagination of the minds across your business, in what ways might engaging a skilled professional editor best assist you in conducting this investigation? September 15, 2023
- When the aim is to discover and make sense of what goes in the minds of an organisation to transform what is known and can be captured in the development of innovative, market-leading AI, in what ways might engaging a skilled professional editor assist in delivering a more effective and efficient outcome? September 15, 2023
- If the aim is to design an organisation around the intelligence it contains and to embody this in the development of innovative, market-leading AI, what steps might be contained in a knowledge audit conducted to achieve this and how might engaging a skilled professional editor make this process of discovery work even more effectively and efficiently? September 15, 2023
- What might be the value unlocked in a business by a knowledge audit conducted to understand what value lies hidden within the minds within that organisation and how could the involvement of a skilled professional editor make this process of discovery work even more effectively and efficiently? September 15, 2023
- If the intention is to capture and embody what it finds within a program to develop innovative, market-leading AI, what steps might be contained in a knowledge audit conducted to understand what value lies hidden within the minds of an organisation and how could the involvement of a skilled professional editor make this process work even more effectively and efficiently? September 15, 2023
- If AI can accelerating the learning process organisation-wide, in what ways can the appropriately timed engagement of a skilled and educated professional editor making sense of the knowledge of your organisation prove valuable to the delivery of clean, reliable data on which to build its AI model? September 13, 2023
- If decisions in one area of an organisation usually have an impact on decisions made in others, and introducing AI may entail revisiting and redesigning whole systems of decision-making, how can the appropriately timed engagement of a skilled and educated professional editor making sense of the knowledge of your organisation assist in improving the design of its overall AI-driven collective intelligence? September 13, 2023
- Where might some of our organisation’s most valuable unknown knowledge be hidden, and how can an AI-driven program of “investigative learning” led by an appropriately skilled and educated editor expose it to create new value within the company? September 13, 2023
- How, by using the development of innovative AI as its premise, how can the engagement of appropriately skilled and educated professional editors and reporters asking better questions of the knowledge of your organisation assist in the design of its collective intelligence to deliver a superior customer experience (CX)? September 13, 2023
- Because AI only has business value if it leads to better decision-making, in what ways or areas of business performance may this most quickly pay off, and how can engaging appropriately skilled and educated professional editors and reporters asking better questions of the knowledge of the organisation contribute to accelerating the reliability of this process? September 13, 2023
- In what ways will AI systems be trained to recognise and address biases in the data they are trained on, and how can engaging appropriately skilled and educated professional editors and reporters contribute to accelerating the reliability of this process? September 13, 2023
- Experts probably believe that AI will be able to shed new light to create new solutions to hitherto wicked problems, but knowing that the performance of any AI engine is only as reliable as the data it is trained on, how can engaging appropriately skilled and educated professional editors and reporters contribute to growing the integrity and diversity of perspectives brought to bear on such problems? September 13, 2023
- What do executives working in the discipline of marketing most want from AI, and, as a professional editor, what related data-cleaning problems can I solve for them to get them the AI they need in their business? September 13, 2023
- How can involving a professional editor help an AI development team to expose and help to understand the organisation’s knowledge graph for the benefit of the leaders and strategic managers of a business, and what benefits might they derive from it? September 13, 2023
- If an AI engine is only as good as the data it is trained on, but if an IT professional managing its development has little understanding of how the skills of a professional editor might be engaged to deliver the reliable, structured data it can build on, how, as that editor, can I communicate this to create a win-win benefit for both of us? September 13, 2023
- If a business’s goal is to build robust, innovative AI solutions that work and learn, day in and day out, how can a professional editor add value to the development process that brings this about? September 11, 2023
- In AI modelling, what can you tell me about the value a professional editor could add to the collaboration between AI engineers and data scientists and how this could lead to the development of more powerful, more efficient AI systems to provide tangible benefits to the organisation in question? September 11, 2023
- What can you tell me about the role of AI prompt engineering within a business, how it adds value, and if and how a professional editor can personally add value to harness even greater power from the artificial intelligence developed by their organisation? September 11, 2023
- ChatGPT: If a workplace’s collective intelligence is created when a group of diverse people works purposefully together, often with the help of technology, to mobilise a wider range of information, ideas and insights in order to solve a problem, how can a professional editor contribute to embodying its wisdom within AI that just works, day in and day out? September 11, 2023
- How can involving a professional editor help to engage senior management support when embarking on a mould-breaking, transformational AI development? September 6, 2023
- When developing its AI models, in what ways can involving a professional editor accelerate the pace of a business’s innovation? September 6, 2023
- When developing its AI innovations, what problems can involving a professional editor solve, and how might the value of this ROI be most appropriately evaluated? September 6, 2023
- When developing its AI innovations, how can involving a professional editor serve to increase the agility with which the business and its development team operate, and in what ways might this effect manifest? September 6, 2023