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	<title>Ross Dawson</title>
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	<link>https://rossdawson.com</link>
	<description>Keynote speaker &#124; Futurist &#124; Strategy advisor</description>
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	<title>Ross Dawson</title>
	<link>https://rossdawson.com</link>
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		<title>Report from Neurotechnology Summit 2025 on the massive potential and dangerous pitfalls ahead</title>
		<link>https://rossdawson.com/report-from-neurotechnology-summit-2025-on-the-massive-potential-and-terrifying-pitfalls-ahead/</link>
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		<dc:creator><![CDATA[Ross Dawson]]></dc:creator>
		<pubDate>Wed, 03 Dec 2025 04:13:03 +0000</pubDate>
				<category><![CDATA[Technology trends]]></category>
		<guid isPermaLink="false">https://rossdawson.com/?p=24484</guid>

					<description><![CDATA[I attended the first day of Neurotechnology Summit 2025 in Sydney, with some fascinating insights and discussions through the day.&#160; Australia is a world leader in the space, with Australian born or based leaders in neurotechnology including Synchron, Emotiv, Ultra Bionics, Omniscient Technologies, Cortical Labs, and Resonait, and the leaders of most of them speaking [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>I attended the first day of Neurotechnology Summit 2025 in Sydney, with some fascinating insights and discussions through the day.&nbsp;</p>
<p><span style="font-weight: 400;">Australia is a world leader in the space, with Australian born or based leaders in neurotechnology including Synchron, Emotiv, Ultra Bionics, Omniscient Technologies, Cortical Labs, and Resonait, and the leaders of most of them speaking at the event.</span></p>
<p>My <a href="https://www.linkedin.com/posts/futuristkeynotespeaker_report-from-neurotechnology-summit-2025-on-activity-7401836152539774976-BAAQ?utm_source=share&amp;utm_medium=member_desktop&amp;rcm=ACoAAAAAJl4BHVLcFRP6CzhPiJXhmju3tYfWhYE">LinkedIn post provides a very high level view of the discussion</a>, and is complementary to this piece in linking to the speakers and pointing to some of their specific contributions. Below is a more detailed description of the key insights from each session.&nbsp;</p>
<p><span id="more-24484"></span></p>
<h3>Nita Farahany &#8211; Duke University &#8211; The Battle for Your Brain</h3>
<p>Non-invasive neurotech plus AI is rapidly moving toward real-time decoding and shaping of thought. fMRI with transformer models (GPT-1) has already reconstructed continuous language and imagined stories with striking accuracy, with similar techniques now tested on portable systems like fNIRS and EEG. Commercially, Meta’s neural interfaces and “brain foundation models” such as BrainLM/BrainWave and Synchron’s Chiral suggest BCIs that not only decode explicit intentions but also pre-conscious motor signals, enabling closed-loop neuromodulation where brains and models co-adapt—transformative for people with paralysis, but also a world where systems can act on subconscious activity before we’re even aware of intending to act.</p>
<p>The central risk shifts from data privacy to agency: when AI acts on subconscious neural signals and we naturally rationalise our behaviour afterward, we may not know whether our actions were truly ours. The proposed response is to embed fiduciary duties directly into the models handling brain data—a base brain-foundation layer that decodes signals, topped by a guardian layer whose reward functions are tied to loyalty, care, and confidentiality, continuously checking and sometimes blocking actions. Around that, a multi-layer governance stack—technical, institutional, legal, corporate, and international (e.g., UNESCO neurotech standards)—aims to protect cognitive liberty and self-determination rather than optimise primarily for engagement or profit.</p>
<h3 data-start="778" data-end="1551">Panel: Funding for Neurotech</h3>
<p><strong>Nicholas Opie, Cameron Higgins, Harikesh Pushpapathan, Brett Kagan, Michael Witbrock</strong></p>
<p>Neurotech founders are shifting to a “patient-first” frame: deep brain stimulation and BCIs must move slowly, with long safety trials, consent, and continual clinical check-ins, not “move fast and break things.” Australia and NZ now have world-class science, engineers, hospitals, ethics committees, and early flywheels (Synchron → spin-outs), but capital is still misaligned—too concentrated in a few “safe hands,” applying software-style pattern matching to a domain with very different risks and timelines. The push is for more diverse, patient-aligned capital (government, family offices, smarter university pathways), more small early bets, and tighter vertical integration between labs, hospitals, regulators, and investors so that genuinely hard neurotech can actually get to patients.</p>
<p>At the same time, AI systems are cast as “inspectable brains”: mind-like models whose internals we can probe neuron-by-neuron, giving powerful tools for neuroscience but raising deep questions about copyright, freedom of thought, and who benefits from brain and behavioural data. Safety is seen as a long-term relationship: humans and conditions change, algorithms drift, and BCIs must be designed for continuous monitoring, adjustability, and the option to switch them off. Concerns about data colonialism and a handful of firms capturing the value of public and patient data fuel calls for public–private models, fairer sharing of IP from publicly funded research, and a more honest balance between futuristic implants and simple, underfunded fixes like basic accessibility.</p>
<h3>Panel: Freedom of Thought</h3>
<p><strong>Allan McCay, Christina Maher, Lorraine Finlay, Kiley Seymour</strong></p>
<p>Freedom of thought is defined as: not having to reveal your thoughts, not being punished for thoughts alone, not having your thoughts impermissibly modified, and a state duty to foster conditions for independent thinking. It sat dormant in human rights law for decades; AI and neurotechnology make it urgent, because brain data can now be measured, inferred, and influenced. Neurotech can expand freedom of thought (e.g. deep brain stimulation for OCD or depression, speech BCIs restoring communication) but also threaten it by exposing inner mental states that were never meant to be observable or punishable.</p>
<p>Consumer neurotech and gaming already collect rich EEG and behavioural data—often from children—mapping stimuli to brain responses under vague consent, drifting from “nudge” toward manipulation. Experiments show that merely knowing you’re surveilled changes how you process information, even if you feel unaffected, hinting at how neural surveillance could quietly reshape identity and dissent. Law is too slow and politically constrained to handle this alone, so the emphasis shifts to proactive safeguards: strict data minimisation (“collect less, transform more”), on-device processing and revocable biometric tokens, safety- and rights-by-design in products, strong cybersecurity, and serious public education for parents, teachers, and young people.</p>
<h3>Michael Ivan &#8211; University of Miami &#8211; Applying Connectonimics</h3>
<p>AI-based connectome mapping is transforming both brain tumour surgery and brain–computer interface (BCI) implantation. Using Omniscient’s software, his team fuses structural connectivity (tractography) with functional MRI to generate a patient-specific map of brain networks, including language, vision, emotion, default mode and executive function, even when anatomy is distorted by tumours or stroke. In tumour surgery they use this to identify “silent corridors” and navigate through augmented reality overlays in the OR, maximising resection while preserving cognition rather than just avoiding paralysis or loss of speech.</p>
<p>For BCIs, the same maps are used in reverse: instead of avoiding function, they target the densest, most useful nodes. Ivan’s early fully implanted 4-electrode BCI let a quadriplegic patient control an exoskeleton, walk trainer, and even a car, and sparked long-term home use. As a Neuralink surgical site, his team now implants the N1 device with over 1,000 cortical electrodes, using connectomics to place threads not just on the “hand knob” but in high-yield sulcal motor regions, dramatically improving bit-rates for cursor control and enabling patients to play games, create digital art, run music schools, and control assistive robotic arms—even regaining expressive hand gesturing. Next trials aim at restoring vision and speech (laryngeal areas), then more complex networks (memory, anxiety, executive function), with Ivan explicitly framing his role as restoring lost function while broader society develops ethical boundaries around enhancement.</p>
<h3>Panel: Applications and Innovations</h3>
<p><strong>Stephen Scheeler, Brett Kagan, Jeffrey Rosenfeld, Christina Maher</strong></p>
<p>Engineers aim to make neuromodulation and deep brain stimulation far safer, less invasive and more adaptive so millions with conditions like chronic pain, depression, anxiety and obesity can benefit as their diseases evolve. Cortical Labs grows living neural networks from human cells and interfaces with them in real time, using them first for disease modelling and basic neuroscience and ultimately as a new “wetware” intelligence alongside silicon AI. New brain-based authentication systems use brain activity as a biometric that is harder to spoof and can be revoked, but still need ways to ensure user intent and robust de-noising and hardware.</p>
<p>Consumer neurotech and gaming platforms already collect vast streams of neural and behavioural data, creating opportunities for education and clinical insight but also powerful, largely unregulated tools for profiling and manipulation, while implants are expected to remain mainly for serious medical need and wearables for diagnostics and everyday augmentation. Connectomics and “large brain models” map higher-order networks for attention, memory, emotion and executive function, underpinning new tools for neurosurgery, deep brain stimulation, TMS and BCIs, and may eventually converge with large language models and robotics. Across implants, wearables and military applications, informed consent, long-term device support, equity of access, rights over brain data and the possibility of building AI systems that protect rather than threaten humans are framed as central design questions rather than afterthoughts.</p>
<h3>Panel: Commercialisation</h3>
<p><strong>Cameron Higgins, Harikesh Pushpapathan, Jeffrey Rosenfeld, Mahendra Samarwickrama</strong></p>
<p data-start="0" data-end="770">Australia has deep strengths in Neurotech, from cochlear implants and Synchron through to new companies like Saluda and EpiMinder, alongside a growing wave of non-invasive technologies such as next-gen EEG, fNIRS headbands and thought-to-speech systems for people with severe disabilities. Non-invasive devices are moving faster commercially, while implantables face 10-plus-year timelines, heavy capital requirements, complex manufacturing, and the need to spin out of universities into vehicles investors can back. Success depends on staging clear milestones that de-risk the venture, building a coherent capital path (private, IPO, or acquisition), and lifting investor understanding of how value is created in Neurotech, which is very different from biotech drugs.</p>
<p data-start="772" data-end="1491" data-is-last-node="" data-is-only-node="">A genuine ecosystem is critical: interdisciplinary collaboration between clinicians and engineers, strong university–industry links, manufacturing capability, and deliberate talent pipelines from students into Neurotech startups. Australia already has many of the ingredients but needs a clearer narrative that positions Neurotech as a national strength, similar to quantum. Ethically and legally, a risk-based, principle-driven approach is favoured—starting with shared language and standards (e.g. around agency, dignity, “freedom of thought”) and growing into regulation where necessary. The main bottlenecks are capital, commercialization know-how, and coordinated ecosystem building, rather than regulation itself.</p>
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		<title>Framework: Agentic AI &#8211; core patterns for organization design</title>
		<link>https://rossdawson.com/framework-agentic-ai-core-patterns-for-organization-design/</link>
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		<dc:creator><![CDATA[Ross Dawson]]></dc:creator>
		<pubDate>Thu, 27 Feb 2025 05:42:09 +0000</pubDate>
				<category><![CDATA[Technology trends]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://rossdawson.com/?p=24324</guid>

					<description><![CDATA[The advent of robust, scalable AI agents will dramatically reshape organizational structure. I created this framework to distil some of the fundamental patterns that will drive successful transformation as we shift wholesale to Humans + AI work. I have used this in some board and executive briefings as a discussion starter, and first shared this [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>The advent of robust, scalable AI agents will dramatically reshape organizational structure. I created this framework to distil some of the fundamental patterns that will drive successful transformation as we shift wholesale to Humans + AI work.</p>
<p>I have used this in some board and executive briefings as a discussion starter, and first shared this publicly yesterday at Agentforce World Tour Sydney in the opening keynote Executive Experience panel.<br />
<span id="more-24324"></span><br />
<a href="https://rossdawson.com/wp-content/uploads/2025/02/Agentic_AI_core_patterns.pdf"><img fetchpriority="high" decoding="async" class="alignnone size-full wp-image-24320" src="https://rossdawson.com/wp-content/uploads/2025/02/AgenticAI_core_patterns_820w.png" alt="" width="820" height="579" srcset="https://rossdawson.com/wp-content/uploads/2025/02/AgenticAI_core_patterns_820w.png 820w, https://rossdawson.com/wp-content/uploads/2025/02/AgenticAI_core_patterns_820w-300x212.png 300w, https://rossdawson.com/wp-content/uploads/2025/02/AgenticAI_core_patterns_820w-768x542.png 768w, https://rossdawson.com/wp-content/uploads/2025/02/AgenticAI_core_patterns_820w-260x185.png 260w, https://rossdawson.com/wp-content/uploads/2025/02/AgenticAI_core_patterns_820w-705x498.png 705w, https://rossdawson.com/wp-content/uploads/2025/02/AgenticAI_core_patterns_820w-450x318.png 450w" sizes="(max-width: 820px) 100vw, 820px" /></a></p>
<h3>Worker Value Shifts</h3>
<p>At the threshold of organizational redesign, we see three primary mechanisms through which AI agents create value:</p>
<p><strong>Automation</strong> represents the substitution of specific human functions with digital workers. This direct replacement pattern forms the foundation of many initial AI implementations.</p>
<p><strong>Productivity</strong> enhances human effectiveness through strategic task allocation between human and digital workers. This is not merely about speed, but about optimizing who (or what) performs each task based on comparative advantages.</p>
<p><strong>Augmentation</strong> provides cognitive support that fundamentally expands human capabilities. Rather than replacing or dividing labor, this pattern creates new possibilities through combined human-AI synergies.</p>
<h3>Elemental Humans + AI Workflows</h3>
<p>In contrast to traditional sequential workflows—whether performed entirely by humans or through basic process automation—two core collaborative patterns are emerging:</p>
<p><strong>Human-AI Sandwich</strong> structures work into three distinct phases: humans frame tasks by providing intent and context; AI performs the execution based on these parameters; and humans review and refine the output, ensuring quality and alignment with objectives.</p>
<p><strong>AI with Humans-in-the-Loop</strong> inverts this relationship. Here, the AI system performs the primary task or decision, humans provide approval or feedback at critical junctures, and the AI executes or improves based on this input.</p>
<p>These elemental workflows represent a significant departure from linear processes, creating feedback loops that leverage the strengths of both human and artificial intelligence.</p>
<h3>High-Performance Humans + AI Workflows</h3>
<p>The essence of truly transformative organizational redesign lies in dynamic work orchestration. This approach moves beyond static, predefined workflows to create adaptable systems where:</p>
<ul>
<li>Human and digital workers collaborate in outcome-oriented processes</li>
<li>Workflows reconfigure in response to changing conditions</li>
<li>Orchestration agents, under human supervision, continuously optimize these evolving systems</li>
</ul>
<p>This dynamic orchestration represents the frontier of organizational design—not simply automating existing processes, but fundamentally reimagining how work gets done through fluid human-AI collaboration.</p>
<p>In essence, successful organizational redesign will not be about replacing humans with AI, but about creating sophisticated collaborative frameworks where each contributes their unique strengths. The patterns outlined in this framework provide a starting point for organizations seeking to navigate this transformative threshold.</p>
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		<title>Report: Humanity&#8217;s Next Quarter Century: 10 Defining Facets of our Future</title>
		<link>https://rossdawson.com/report-humanitys-next-quarter-century-10-defining-facets-of-our-future/</link>
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		<dc:creator><![CDATA[Ross Dawson]]></dc:creator>
		<pubDate>Fri, 20 Dec 2024 23:24:23 +0000</pubDate>
				<category><![CDATA[Future of humanity]]></category>
		<guid isPermaLink="false">https://rossdawson.com/?p=24302</guid>

					<description><![CDATA[We need to be thinking big picture. What better time when a mind-boggling first quarter century of the millenium has passed, and we dive headfirst into what will inevitably be a defining period for the future of humanity? Here is my distillation of how we should be thinking about this juncture and the 10 defining [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>We need to be thinking big picture. What better time when a mind-boggling first quarter century of the millenium has passed, and we dive headfirst into what will inevitably be a defining period for the future of humanity?</p>
<p>Here is my distillation of how we should be thinking about this juncture and the 10 defining factors of this next phase.<br />
<span id="more-24302"></span><br />
<iframe src="https://www.slideshare.net/slideshow/embed_code/key/fNQhroaLsU4IMN?hostedIn=slideshare&amp;page=upload" width="800" height="580" frameborder="0" marginwidth="0" marginheight="0" scrolling="no"></iframe></p>
<p>Here are the report contents:</p>
<h1>Humanity’s Next Quarter Century</h1>
<h2>Humanity is entering a new phase</h2>
<p>We are at a fundamental juncture. Humanity’s future will be very different from its past. The year 2025 and the next 25 years are a critical crossroads where our actions will determine our collective trajectory. </p>
<p>Over the last 25 years and last century, remarkable strides were made in improving global living standards. Health, lifespan, education, and poverty reduction have progressed dramatically. Technology has unlocked new opportunities for connection and progress. </p>
<p>Yet we face growing fractures. Social divisions, misinformation, and the potential misuse of transformative technologies pose real threats. </p>
<p>Our future hangs in the balance: will we harness our advancements for the greater good, fostering inclusion, sustainability, and shared prosperity, or will we falter under the weight of our challenges, driven apart by short-sightedness and conflict? </p>
<p>Our actions now will ripple across generations, determining whether humanity flourishes in spirit and prosperity, or struggles desperately.</p>
<h2>Demographic Descent</h2>
<p>Global demographic shifts are accelerating, creating profound implications for societies and economies worldwide.  Fertility rates are plummeting in many regions, particularly in developed countries, where population growth has slowed or reversed, putting immense pressure on the social systems that support aging populations. </p>
<p>By contrast, regions like Africa and the Middle East are experiencing sustained population growth, driven by younger, rapidly expanding demographics. This divergence raises critical questions about the global balance of economic power and labor forces: how will shrinking workforces in aging nations sustain economic productivity and care for older generations? Conversely, how will younger, faster-growing regions create enough jobs and opportunities to capitalize on their demographic dividends? </p>
<p>It looks increasingly likely that global population will peak and being declining before 2050. Addressing the resulting challenges will demand innovative policies, international cooperation, and a reevaluation of how societies structure and sustain themselves.</p>
<h2>Power Shift</h2>
<p>The 21st century is witnessing a historic shift in global power dynamics, reshaping the geopolitical and economic landscape. China has emerged as a formidable counterbalance to the United States, not just in economic might but also in technological influence, trade, and strategic leadership. </p>
<p>India, with its vast population and burgeoning economic reforms, is on a similar path, steadily rising to claim its place as a global powerhouse. Meanwhile, Africa’s youthful population and untapped economic potential position it as a future center of energy, innovation, and influence. </p>
<p>These changes are moving us toward a multipolar world where no single nation dominates, but rather, regional powers rise to create new centers of gravity. This redistribution of influence will affect global markets, alliances, and technological competition, demanding that nations adapt to a world in which power is more decentralized and leadership emerges from a broader set of players.</p>
<h2>Climate Crunch</h2>
<p>The climate crisis has escalated far faster than anticipated, placing us on a precarious path where previous targets for mitigating global warming seem increasingly out of reach. Temperature rises initially projected for 2050 have already begun to materialize, forcing a fundamental shift in how we approach this global challenge.</p>
<p>The impacts are becoming more visible and severe: intensifying heatwaves, floods, wildfires, and hurricanes are disrupting communities worldwide. This acceleration is pushing societies toward a dual strategy: managing the real-time impacts of a changing climate while simultaneously working to slow its progression. We will face the monumental challenge of relocating massive populations from areas threatened by rising sea levels and extreme weather.</p>
<p>Both the degree of climate change and our ability to respond effectively are massive uncertainties. Success will require massive deployment of clean energy, carbon capture, sustainable practices, and enhanced climate resilience. Survival and growth will require unprecedented global cooperation, technological innovation, and societal transformation.</p>
<h2>De(Centralization)</h2>
<p>The internet and emerging technologies have spurred a powerful wave of decentralization, enabling individuals and communities to connect, communicate, and create value without traditional gatekeepers. New digital infrastructures are challenging established power structures and creating opportunities for distributed decision-making and ownership.</p>
<p>Blockchain technologies, decentralized finance, and open-source platforms exemplify this trend, offering tools for greater individual empowerment and global collaboration. However, these forces have been met with counterpressures: governments are increasing regulation to reassert control, while corporate entities continue to consolidate their dominance over digital platforms and data.</p>
<p>This tension between centralization and decentralization raises critical questions about the future of power and agency in society. The coming decades will determine whether decentralization creates more equitable opportunities for individuals and small business, or if centralization&#8217;s control prevails. Success will require finding new models that balance innovation and individual freedom with effective governance and trust.</p>
<h2>Human-AI Nexus</h2>
<p>The rapid evolution of artificial intelligence is fundamentally transforming the nature of work, ushering in a future where humans and AI collaborate more seamlessly than ever before. As AI systems take on increasingly complex tasks, from creative work to strategic decision-making, the traditional roles of human labor are being redefined across every sector of the economy.</p>
<p>This transformation is creating new opportunities for human-AI collaboration, where machines augment rather than replace human capabilities. Humans’ distinct and unique capabilities, amplified by AI, will continue to be immensely valuable. Yet there will inevitably be massive disruptions in work and organizations.</p>
<p>Our actions today and in coming years and decades will determine whether AI leads to widespread prosperity or deepening inequality. Leaders in all sectors need to design human-first companies, economies, and societies. Building this productive partnership between humans and AI will require reimagining not just work, but who we are.</p>
<h2>Wellbeing Revolution</h2>
<p>We are experiencing a transformative shift in medical science and societal attitudes toward health. Advances in genetics, genomics, precision medicine, AI diagnosis, and personalized healthcare are enabling unprecedented treatment of diseases while focusing on maximizing wellness and extending vitality. This revolution promises not just longer lifespans, but dramatically improved &#8220;healthspans.&#8221;</p>
<p>Predictive and preventative medicine is reshaping care, helping individuals avoid illness and enhance overall health. The integration of wearable technology, continuous health monitoring, and AI-driven insights is democratizing access to health information. However, this revolution faces real challenges: the rising costs of healthcare, unequal access to cutting-edge treatments, and escalating mental health issues in a fast-paced world.</p>
<p>The threat of pandemics—natural or human-created—highlights the critical importance of biosecurity and managing the rapid evolution of biological technologies. As we move forward, society must balance the tremendous potential of personalized medicine with ethical considerations and equitable access.</p>
<h2>Cognitive Evolution</h2>
<p>As laid out in Thriving on Overload, human brains were not designed for our current information environment of overwhelming information. Many people are allowing themselves to become lost and deeply distracted in the flood of data. However many are using today’s unprecedented access to quality information and supporting technologies to be far more effective in information processing and sense-making than ever before.</p>
<p>Now AI is transforming the workplace and provides the potential to augment how we think, learn, and make decisions. AI for intensely personalized education will allow people to develop their skills and knowledge precisely when and how they need it.</p>
<p>This transformation risks creating a deep divide. Those who actively embrace and leverage these tools to evolve their cognition will thrive, while others may fall behind, unable to adapt to the demands of a fast-paced, information-rich world. Bridging this gap will require not only equal and open access to these technologies but also a cultural shift that encourages individuals to take responsibility for their cognitive growth.</p>
<h2>Torn Together</h2>
<p>Wealth polarization and social divides are widening, creating significant risks to societal cohesion and stability. Economic inequalities, exacerbated by technological disruptions and global economic shifts, have left many people feeling excluded and disempowered, while a small segment of society accumulates unprecedented wealth and influence.</p>
<p>Social cohesion is further eroded by cultural and political divides, fueled by misinformation, partisanship, and competing narratives about fundamental social values. The rise of echo chambers and algorithmic content delivery has accelerated these divisions, making it increasingly difficult for different groups to find common ground or even share a basic understanding of reality.</p>
<p>These divides threaten to fragment societies, leading to rising discontent, distrust in institutions, and potentially open conflict. The next decades will be pivotal in determining whether societies can reverse these trends. Creating a more cohesive future will require transformative policies, innovations in wealth distribution, and sustained efforts to rebuild trust between individuals, institutions, and governments.</p>
<h2>Into Space</h2>
<p>We are on the threshold of humanity’s emergence as a true space-faring race, with permanent lunar and Mars settlements on the verge of reality. Advancing technologies and economic opportunities—such as asteroid mining, space tourism, and off-world hyper-scale energy generation—are paving the way for a sustainable future that could transform life on Earth.</p>
<p>Global collaboration will be essential, but the rise of commercial space competition adds complexity to this new frontier. Nations and private enterprises must work together to establish fair and inclusive frameworks for exploration, ensuring space benefits all of humanity rather than exacerbating inequalities or conflicts.</p>
<p>This transformative era carries immense potential but also significant uncertainties. Will humanity rise to the challenge of cooperation, or will space become an extension of Earth’s divisions? The potential of space is a threshold to reshape and expand human future, but its outcomes remain tied to the choices we make today.</p>
<h2>Post-Humanity</h2>
<p>Technological advancements are pushing humanity toward a new era, where the boundaries of what it means to be human are being redefined. Breakthroughs in radical life extension, genetic editing, brain-computer interfaces, and AI augmentation are offering unprecedented opportunities to enhance human capabilities and extend lifespans.</p>
<p>These developments are creating a divide between those who embrace radical human enhancement and those who advocate for preserving natural human limitations. The emergence of &#8220;transhumanist&#8221; movements alongside conservative bioethical positions highlights the deep philosophical and practical challenges ahead. Questions of identity, consciousness, and the very nature of humanity are immediate.</p>
<p>The concept of the &#8220;post-human&#8221; is no longer confined to science fiction but is becoming an imminent reality. As these technologies mature, society must grapple with profound ethical and societal questions: how far should we go in augmenting ourselves, who will have access to these enhancements, and what implications will this have for human equality? How will we navigate this future while preserving our human values?</p>
<h2>Creating our Future</h2>
<p>Nothing is predestined.</p>
<p>The future is ours to create.</p>
<p>In 2025 we have reached a fundamental threshold. Who we become will not be the same as who we have been.  </p>
<p>We have to treat this as an opportunity. We cannot hang on to the past. We must embrace the reality of accelerating change and turn it in the directions we want to go.</p>
<p>It is everyone’s responsibility to be keenly aware of the intense challenges, to see the full scope of the positive potential, and to act to move us towards the most promising possibilities.</p>
<p>One thing is for sure: the second quarter of the 21st century wlil always be seen as the pivot point for humanity, from its formative years to its extraordinary future, whatever it holds.</p>
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		<title>Framework: Levels of AI in Investment Decision-Making</title>
		<link>https://rossdawson.com/framework-levels-of-ai-in-investment-decision-making/</link>
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		<dc:creator><![CDATA[Ross Dawson]]></dc:creator>
		<pubDate>Fri, 06 Dec 2024 22:47:20 +0000</pubDate>
				<category><![CDATA[Financial services]]></category>
		<guid isPermaLink="false">https://rossdawson.com/?p=24294</guid>

					<description><![CDATA[AI has been used in investment decision-making for decades, with algorithmic trading a major market driver. Now the greatly broadened scope of generative AI is reshaping investment decision-making. This framework is highly simplified, designed to draw out the spectrum from purely algorithmic decisions through to human-first decisions augmented by AI, across different asset classes. A [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>AI has been used in investment decision-making for decades, with algorithmic trading a major market driver. Now the greatly broadened scope of generative AI is reshaping investment decision-making.</p>
<p>This framework is highly simplified, designed to draw out the spectrum from purely algorithmic decisions through to human-first decisions augmented by AI, across different asset classes. A few comments below.<br />
<span id="more-24294"></span><br />
<a href="https://rossdawson.com/wp-content/uploads/2024/12/AI-in-investment-DM.pdf"><img decoding="async" class="alignleft size-full wp-image-24295" src="https://rossdawson.com/wp-content/uploads/2024/12/AIininvestmentDM_820w.png" alt="" width="820" height="579" srcset="https://rossdawson.com/wp-content/uploads/2024/12/AIininvestmentDM_820w.png 820w, https://rossdawson.com/wp-content/uploads/2024/12/AIininvestmentDM_820w-300x212.png 300w, https://rossdawson.com/wp-content/uploads/2024/12/AIininvestmentDM_820w-768x542.png 768w, https://rossdawson.com/wp-content/uploads/2024/12/AIininvestmentDM_820w-260x185.png 260w, https://rossdawson.com/wp-content/uploads/2024/12/AIininvestmentDM_820w-705x498.png 705w, https://rossdawson.com/wp-content/uploads/2024/12/AIininvestmentDM_820w-450x318.png 450w" sizes="(max-width: 820px) 100vw, 820px" /></a><br />
<a href="https://rossdawson.com/wp-content/uploads/2024/12/AI-in-investment-DM.pdf">Click on the image for full-size pdf</a></p>
<p>AI-first decision-making requires ready availability of quality information, consistent context, and is greatly aided by liquidity and equitable market access, not intermediated by humna relationships.</p>
<p>From there, AI decisions are supervised or facilitated by humans, shifting to human-first decisions augmented by AI. There will no longer be any investment decisions with no AI role.</p>
<p>Human first decisions are characterized by complexity, limited or hard to interpret data, longer timeframes, unpredictable environments, high stakes, requireing stakeholder involvement, and where there may be human or social impacts. </p>
<p>One particular dynamic is that in venture capital and private equiry there is not only limited data that can be readily analyzed without strong relationships, or even with them, and in VC as well as private equity relationships are critical to be aware of the opportunity as well as to be able to invest in the face of investor competition.</p>
<p>This is a very high-level, simplified frameowrk designed to convey the scope of poential AI involvement in investment decisions. I will be sharing some of the layers behind this over time.</p>
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		<title>AI agents making payments and the next phase of the economy</title>
		<link>https://rossdawson.com/ai-agents-making-payments-and-the-next-phase-of-the-economy/</link>
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		<dc:creator><![CDATA[Ross Dawson]]></dc:creator>
		<pubDate>Sun, 10 Nov 2024 04:24:50 +0000</pubDate>
				<category><![CDATA[Financial services]]></category>
		<guid isPermaLink="false">https://rossdawson.com/?p=24282</guid>

					<description><![CDATA[The AI agent economy is taking off. Its next phase will be massively expanded by payments between agents and between agents and humans.&#160; As AI agents grow in capabilities, individuals are delegating tasks to single agents that can perform tasks on their behalf such as research, curation, scheduling, travel planning, or email drafting. Companies are [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>The AI agent economy is taking off. Its next phase will be massively expanded by payments between agents and between agents and humans.&nbsp;</p>
<p>As AI agents grow in capabilities, individuals are delegating tasks to single agents that can perform tasks on their behalf such as research, curation, scheduling, travel planning, or email drafting.</p>
<p><span id="more-24282"></span></p>
<p>Companies are “employing” agents to perform a wide range of functions, including customer service, content creation, sales outreach, invoice tracking, and internal communications.</p>
<p>And multi-agent systems are bringing together a variety of specialized AI agents to collaborate for better outcomes in more complex situations.</p>
<p>In simple configurations these agents have clearly defined tasks and responsibilities. However a critical component of the definition of an agent is that it has some degree of autonomy. As the systems we build become more complex, we will need to give more responsibility to our agents.</p>
<p>One of the most important thresholds is giving agents the ability and permission to make payments.</p>
<p>In Humans + AI multi-agent systems, agents could make payments to humans for particular tasks.</p>
<p>In 2014 I wrote about <a href="https://rossdawson.com/new-layer-economy-enabled-m2m-payments-internet-things/">the potential of machine-to-machine payments</a>, enabling autonomous agents or devices to make payments between themselves.</p>
<p>Scenarios included autonomous cars making payments to each other to facilitate paths, or systems negotiating bandwidth pricing with each other depending on demand.</p>
<p>A number of companies are now already enabling this key infrastructure for a massive explosion in the complexity of the economy.</p>
<p><a href="https://skyfire.xyz/">Skyfire</a> describes itself as &#8220;the financial stack for the AI economy&#8221;, enabling agents to discover and pay for the services they need to fulfil their tasks, applying specific business rules.</p>
<p><a href="https://www.paymanai.com/">Payman</a>, with a tagline of &#8220;AI that pays humans&#8221;, recognizes that humans will still play important non-substitutable roles, and enables agent systems to pay humans to do work to achieve its objectives.</p>
<p>This is just the very beginning. As I wrote in 2014, “an entirely new layer of the economy could open up” with agent to agent payments. The number of economic entities is likely dramatically multiply.</p>
<p>I’ll explore some of the potential implications in other posts.</p>
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		<title>Framework: AI&#8217;s impact on business models and value creation</title>
		<link>https://rossdawson.com/framework-ai-business-models-value-creation/</link>
					<comments>https://rossdawson.com/framework-ai-business-models-value-creation/#respond</comments>
		
		<dc:creator><![CDATA[Ross Dawson]]></dc:creator>
		<pubDate>Mon, 16 Sep 2024 01:10:57 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://rossdawson.com/?p=24262</guid>

					<description><![CDATA[AI is reshaping business models and value creation across all industries. Forward-thinking leaders are considering how their business models will evolve and the legion new opportunities for enhanced value creation and capture. We are very early in discovering the structures that work best, and how to configure across multiple dimensions, including internal value creation based [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>AI is reshaping business models and value creation across all industries. Forward-thinking leaders are considering how their business models will evolve and the legion new opportunities for enhanced value creation and capture.</p>
<p>We are very early in discovering the structures that work best, and how to configure across multiple dimensions, including internal value creation based on humans + AI, a diverse array of enhanced customer offers, ecosystemic value co-creation, model scalability, and the coming rise of AI agents as customer intermediaries.</p>
<p>The framework below distills the most important frames for understanding how business models are shifting. This is just an initial top-level view of the elements, I will be sharing more detail on many aspects of this in the near future.</p>
<p><span id="more-24262"></span></p>
<p><a href="https://rossdawson.com/wp-content/uploads/2024/09/AI_Impact_Business_Models.pdf"><img loading="lazy" decoding="async" class="size-full wp-image-24266 alignnone" src="https://rossdawson.com/wp-content/uploads/2024/09/AI_Impact_Business_Models_820w.png" alt="" width="820" height="598" srcset="https://rossdawson.com/wp-content/uploads/2024/09/AI_Impact_Business_Models_820w.png 820w, https://rossdawson.com/wp-content/uploads/2024/09/AI_Impact_Business_Models_820w-300x219.png 300w, https://rossdawson.com/wp-content/uploads/2024/09/AI_Impact_Business_Models_820w-768x560.png 768w, https://rossdawson.com/wp-content/uploads/2024/09/AI_Impact_Business_Models_820w-705x514.png 705w, https://rossdawson.com/wp-content/uploads/2024/09/AI_Impact_Business_Models_820w-450x328.png 450w" sizes="auto, (max-width: 820px) 100vw, 820px" /></a><br />
<a href="https://rossdawson.com/wp-content/uploads/2024/09/AI_Impact_Business_Models.pdf" target="_blank" rel="noopener">See full size framework</a></p>
<p>&nbsp;</p>
<h2>AI&#8217;s Impact on Business Models and Value Creation</h2>
<h3>Driving Forces of AI Evolution</h3>
<ul>
<li>Continued exponential growth in AI capabilities</li>
<li>Decreasing cost of AI and predictions</li>
<li>Increasing value of data ecosystems</li>
<li>Automation of cognitive tasks</li>
<li>Real-time decision-making</li>
<li>Acceleration of the economy</li>
</ul>
<h3>Scalable Efficiency:</h3>
<ul>
<li>Automation and productivity boost</li>
<li>Accelerating decision cycles</li>
<li>Resource optimization at scale</li>
<li>Continuous process iteration</li>
</ul>
<h3>Enhanced Value Propositions:</h3>
<ul>
<li>AI-augmented services/products</li>
<li>Smart product offerings</li>
<li>Superior customer experience</li>
<li>Proactive, anticipatory solutions</li>
</ul>
<h3>Customer Value Co-Creation:</h3>
<ul>
<li>Hyper-personalized services and products</li>
<li>Continuous adaptive customer value creation</li>
<li>Enhancing customer decision-making</li>
<li>Real-time iterative customization</li>
</ul>
<h3>AI as Customer:</h3>
<ul>
<li>M2M market evolution</li>
<li>AI-driven decision-making</li>
<li>Autonomous customer interactions</li>
<li>Agent-to-agent transactions</li>
</ul>
<h3>Restructuring Value Delivery:</h3>
<ul>
<li>Dynamic human-AI collaboration</li>
<li>Hybrid decision-making workflows</li>
<li>Agile service delivery models</li>
<li>Humans + AI operational balance</li>
</ul>
<h3>Shifts in Platforms and Ecosystems:</h3>
<ul>
<li>Data as core asset</li>
<li>Intelligent platform strategy</li>
<li>Ecosystem-driven innovation</li>
<li>Open-source AI collaboration</li>
</ul>
<h3>Evolving Your Business Models:</h3>
<ul>
<li>AI-first organizational design</li>
<li>Innovation through transformation</li>
<li>Capability for rapid scaling</li>
<li>Continuous model adaptation</li>
</ul>
<p><!-- notionvc: a62653ec-1fe2-4c0f-9323-e45d25a16652 --></p>
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		<title>The Future of Higher Education: Unbundling and rebundling</title>
		<link>https://rossdawson.com/the-future-of-higher-education-unbundling-and-rebundling/</link>
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		<dc:creator><![CDATA[Ross Dawson]]></dc:creator>
		<pubDate>Sat, 31 Aug 2024 02:57:56 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://rossdawson.com/?p=24245</guid>

					<description><![CDATA[This week I gave the keynote for the leadership strategy session of a U.S. tertiary institution with over 120,000 students, on re-envisaging the future of higher education. As part of my session I shared this framework on unbundling and rebundling higher education. I explain and expand below the image. Higher education can now be unbundled [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>This week I gave the keynote for the leadership strategy session of a U.S. tertiary institution with over 120,000 students, on re-envisaging the future of higher education.</p>
<p>As part of my session I shared this framework on unbundling and rebundling higher education. I explain and expand below the image.</p>
<p><span id="more-24245"></span></p>
<p><img loading="lazy" decoding="async" class="alignnone size-full wp-image-24246" src="https://rossdawson.com/wp-content/uploads/2024/08/Unbundling-Higher-Education-820w.png" alt="" width="820" height="820" srcset="https://rossdawson.com/wp-content/uploads/2024/08/Unbundling-Higher-Education-820w.png 820w, https://rossdawson.com/wp-content/uploads/2024/08/Unbundling-Higher-Education-820w-300x300.png 300w, https://rossdawson.com/wp-content/uploads/2024/08/Unbundling-Higher-Education-820w-80x80.png 80w, https://rossdawson.com/wp-content/uploads/2024/08/Unbundling-Higher-Education-820w-768x768.png 768w, https://rossdawson.com/wp-content/uploads/2024/08/Unbundling-Higher-Education-820w-36x36.png 36w, https://rossdawson.com/wp-content/uploads/2024/08/Unbundling-Higher-Education-820w-180x180.png 180w, https://rossdawson.com/wp-content/uploads/2024/08/Unbundling-Higher-Education-820w-705x705.png 705w, https://rossdawson.com/wp-content/uploads/2024/08/Unbundling-Higher-Education-820w-120x120.png 120w, https://rossdawson.com/wp-content/uploads/2024/08/Unbundling-Higher-Education-820w-450x450.png 450w" sizes="auto, (max-width: 820px) 100vw, 820px" /></p>
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<div class="node-section-inner">
<p data-id="b8dd049f-a038-4dcc-bdb0-cc3b710c9eff">Higher education can now be unbundled into an array of needs and offers:</p>
<div class="group/conversation-turn relative flex w-full min-w-0 flex-col agent-turn">
<div class="flex-col gap-1 md:gap-3">
<div class="flex max-w-full flex-col flex-grow">
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<div class="markdown prose w-full break-words dark:prose-invert light">
<p><strong>Discipline Learning.</strong> Structured programs, access to experts, and tailored learning resources provide students with deep knowledge in specific academic fields, forming the foundation of traditional higher education.</p>
<p><strong>Metacapabilities.</strong> Critical thinking, information capabilities, and learning skills are essential for students to navigate complex problems and adapt to new challenges in an ever-evolving world.</p>
<p><strong>Networks &amp; Connection.</strong> Building strong relationships with students, alumni, faculty, and employers is crucial for fostering social capital and professional growth, creating a supportive and connected educational community.</p>
<p><strong>Personal Growth.</strong> Higher education should cultivate diverse thinking, self-discovery, and independence, encouraging students to explore their values and develop a strong sense of identity and purpose.</p>
<p><strong>Credentials.</strong> Degrees, micro-credentials, and evidence of capability are evolving to become more flexible and relevant, allowing students to demonstrate their skills and knowledge in ways that align with modern career paths.</p>
<p><strong>Career Pathways.</strong> Job placement, employer connections, and job search guidance ensure that education is directly linked to employability, helping students transition smoothly from academic life to meaningful careers.</p>
<p><strong>Infrastructure.</strong> Libraries, labs, technology, and study spaces, both physical and digital, are essential components that support learning, providing students with the resources they need to succeed in their educational pursuits.</p>
<p><strong>Support.</strong> Financial assistance, counseling, and extracurricular programs offer crucial support for students, helping them navigate academic and personal challenges while enriching their overall educational experience.</p>
</div>
</div>
</div>
</div>
</div>
</div>
<p data-id="b8dd049f-a038-4dcc-bdb0-cc3b710c9eff">In today&#8217;s dynamic, technology-enabled world many of these facets can be provided or supported independently, breaking apart the traditional bundle that has been higher education.</p>
<p data-id="92999299-e457-4914-9922-e3dee481c853">However it still makes sense for most or all of these services to be provided by a single institution in an integrated way. This will best address the holistic needs of the individual, not just of learning but of growing as a person and discovering their path through work, life, and society.</p>
<p data-id="31c8ff76-3c6c-47ff-a0f5-b2499fa3cd9c">Leaders need to imagine a blank slate of what they could do in addressing the needs of students, considered as whole people, not just learners. Which elements make sense for the institution to provide? How will they fit together and feed off each other in creating a whole that is far more than the sum of the parts? What might make sense to be provided by partners?</p>
<p>Designing a distinctive, unique offer has to be central to this process. There will be intense challenges for most HE institutions beyond the top 300 or so universities in the world (and for those too).</p>
<p data-id="31c8ff76-3c6c-47ff-a0f5-b2499fa3cd9c">Education is perhaps the single most important driver of a better future for humanity. Higher education must reinvent itself.</p>
<p data-id="31c8ff76-3c6c-47ff-a0f5-b2499fa3cd9c"><strong>Image</strong>: Midjourney</p>
</div>
</div>
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		<title>Framework: Creative process mapping for AI augmentation</title>
		<link>https://rossdawson.com/framework-creative-process-mapping-for-ai-augmentation/</link>
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		<dc:creator><![CDATA[Ross Dawson]]></dc:creator>
		<pubDate>Sat, 27 Jul 2024 07:02:38 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://rossdawson.com/?p=24223</guid>

					<description><![CDATA[For superior Humans + AI creative outcomes we need to focus on process. LLMs are most effectively applied at well-defined points within broader processes, using precise prompts and context for highly specific tasks such as content generation, ideation, structure mapping, analysis, adaptation, synthesis, evaluation. The first step is to pull back to the broader process [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>For superior Humans + AI creative outcomes we need to focus on process.</p>
<p>LLMs are most effectively applied at well-defined points within broader processes, using precise prompts and context for highly specific tasks such as content generation, ideation, structure mapping, analysis, adaptation, synthesis, evaluation.</p>
<p>The first step is to pull back to the broader process and identify where AI can add value to complex cognitive and creative processes, as shown in this chart. Applications of the chart are shared below.<br />
<span id="more-24223"></span><br />
<a href="https://rossdawson.com/wp-content/uploads/2024/07/Creative_process_mapping.pdf" target="_blank" rel="noopener"><img loading="lazy" decoding="async" class="alignleft size-full wp-image-24226" src="https://rossdawson.com/wp-content/uploads/2024/07/Creative_process_mapping_820w.png" alt="" width="820" height="579" srcset="https://rossdawson.com/wp-content/uploads/2024/07/Creative_process_mapping_820w.png 820w, https://rossdawson.com/wp-content/uploads/2024/07/Creative_process_mapping_820w-300x212.png 300w, https://rossdawson.com/wp-content/uploads/2024/07/Creative_process_mapping_820w-768x542.png 768w, https://rossdawson.com/wp-content/uploads/2024/07/Creative_process_mapping_820w-260x185.png 260w, https://rossdawson.com/wp-content/uploads/2024/07/Creative_process_mapping_820w-705x498.png 705w, https://rossdawson.com/wp-content/uploads/2024/07/Creative_process_mapping_820w-450x318.png 450w" sizes="auto, (max-width: 820px) 100vw, 820px" /></a><br />
<a href="https://rossdawson.com/wp-content/uploads/2024/07/Creative_process_mapping.pdf" target="_blank" rel="noopener">Click on image for full size pdf</a></p>
<p>The chart illustrates that we can break down creative processes into a series (not necessarily linear) of specific activities.</p>
<p>Examining what is common and different for creative processes across domains can help cross-pollinate approaches and ideas.</p>
<p>Each stage in the highly simplified processes in the chart can be broken down into more specific elements.</p>
<p>Clarifying specific activities within creative processes makes them far more amenable to AI augmentation.</p>
<p>A range of AI techniques can be applied to complement human thinking across each stage and many of their sub-elements.</p>
<p>Part of the point of the diagram is to highlight that we should not be trying to get AI to do entire creative processes. We should be applying AI to specific Humans + AI tasks within the processes.</p>
<p>We are early in unpacking creative processes and augmenting each stage with AI. There&#8217;s immense value creation to come on this journey.</p>
<p><strong>Image</strong>: Midjourney</p>
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		<title>Executive and board workshops on AI and future strategy</title>
		<link>https://rossdawson.com/executive-and-board-workshops-on-ai-and-future-strategy/</link>
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		<dc:creator><![CDATA[Ross Dawson]]></dc:creator>
		<pubDate>Sun, 14 Jul 2024 02:23:40 +0000</pubDate>
				<category><![CDATA[Keynote speaker]]></category>
		<guid isPermaLink="false">https://rossdawson.com/?p=24211</guid>

					<description><![CDATA[Much of my current work is with boards and executive teams on the implications of AI, the future of work, and strategy in rapidly changing environments. In this overview document I provide details of 6 in-demand workshops, including key content, outcomes, and examples. The Power of Generative AI AI and the Future of Work Framing [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>Much of my current work is with boards and executive teams on the implications of AI, the future of work, and strategy in rapidly changing environments.</p>
<p>In this <a href="https://rossdawson.com/wp-content/uploads/2024/07/Ross-Dawson-Executive-Sessions-Overview.pdf" target="_blank" rel="noopener">overview document</a> I provide details of 6 in-demand workshops, including key content, outcomes, and examples.</p>
<ul>
<li>The Power of Generative AI</li>
<li>AI and the Future of Work</li>
<li>Framing Your AI Strategy</li>
<li>AI-Augmented Strategic Decision-Making</li>
<li>Thriving on Overload: Information Mastery</li>
<li>Future-Focused Leadership</li>
</ul>
<p><span id="more-24211"></span><br />
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		<title>How AI will shape the future of creative agencies</title>
		<link>https://rossdawson.com/how-ai-will-shape-the-future-of-creative-agencies/</link>
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		<dc:creator><![CDATA[Ross Dawson]]></dc:creator>
		<pubDate>Sun, 30 Jun 2024 04:05:59 +0000</pubDate>
				<category><![CDATA[Professional services]]></category>
		<guid isPermaLink="false">https://rossdawson.com/?p=24191</guid>

					<description><![CDATA[All professional services are being transformed by generative AI, but the impact is especially pointed for creative agencies. Agencies need to reconfigure themselves for a substantially different future. The nature of the client-agency relationship will rapidly evolve, but in there lies an enormous opportunity to shift to a far more collaborative dynamic where value is [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>All professional services are being transformed by generative AI, but the impact is especially pointed for creative agencies. Agencies need to reconfigure themselves for a substantially different future.</p>
<p>The nature of the client-agency relationship will rapidly evolve, but in there lies an enormous opportunity to shift to a far more collaborative dynamic where value is co-created in seamless workflows across organizational boundaries.</p>
<p>I&#8217;ve distilling some of my recent thinking from client work in the space into this simple framework. I will be refining the high-level framework as well digging deeper into several aspects of this including workflow. I&#8217;d love any <a href="https://www.linkedin.com/posts/futuristkeynotespeaker_all-professional-services-are-being-transformed-activity-7210947267770425344-6YXv?utm_source=share&amp;utm_medium=member_desktop" target="_blank" rel="noopener">thoughts or feedback</a>.<br />
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<a href="https://rossdawson.com/wp-content/uploads/2024/06/AI_future_agencies.pdf" target="_blank" rel="noopener">Click on image for full size pdf</a></p>
<h2>AI in the Future of Creative Agencies</h2>
<h3>Levels of value</h3>
<p>Agencies must identify new domains for value creation beyond traditional offerings, such as customer experience enhancement, data-driven storytelling, and AI-driven process optimization.</p>
<h3>Emerging capabilities</h3>
<p>AI enables an array of new capabilities, including hyperpersonalized content and campaigns, dynamic creative optimization, conversational interfaces, generative design, and real-time analytics to support decision-making</p>
<h3>Client-agency relationship</h3>
<p>Clients have ready access to GenAI tools and believe they have enhanced creative capabilities. GenAI can shift the client-agency relationship towards a collaborative and co-creative partnership, redefining work allocation and reconfiguring feedback points.</p>
<h3>Evolving workflow</h3>
<p>Creative and account workflow is evolving substantially, notably in ideation, concept development, production, project management, and media planning. Creative production will be an iterative Humans + AI process.</p>
<h3>Client capabillity development</h3>
<p>There are major opportunities to develop clients’ capabilities in AI literacy, and the effective use of AI at all phases of marketing from planning through execution to outcome monitoring, enabling better integration of client-agency workflows.</p>
<h3>Internal capabillity development</h3>
<p>New capabilities are required. Individuals need to apply GenAI across domains including strategic thinking as well as creative workflows. Agencies need to implement tools, develop new cross-functional workflows, and provide easy client interfaces. </p>
<h3>Governance</h3>
<p>The shift to becoming an AI-augmented agency must consider governance issues including intellectual property use and creation, ethical use, transparency, bias, data privacy, and staff impact, implemented to enable organizational transformation.</p>
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