human intelligence augmentation Archives - BlueCallom https://bluecallom.com/tag/human-intelligence-augmentation/ Enterprise grade Autonomous AI Solutions Wed, 11 Oct 2023 23:04:12 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.2 HIA The Future of Mind-Machine Collaboration https://bluecallom.com/events/hia-the-future-of-mind-machine-collaboration/ https://bluecallom.com/events/hia-the-future-of-mind-machine-collaboration/#respond Wed, 11 Oct 2023 23:04:12 +0000 https://dev.bluecallom.com/?p=19320 Human Intelligence Augmentation (HIA): The Future of Human-Machine Collaboration The Dawn of HIA In 1961, Douglas Engelbart introduced the world to Human Intelligence Augmentation (HIA). Instead of technology replacing humans, Engelbart envisioned a symbiotic relationship, where machines would amplify our capabilities. While the technology of the time couldn’t fully realize this vision, today, we stand […]

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Human Intelligence Augmentation (HIA): The Future of Human-Machine Collaboration

The Dawn of HIA In 1961, Douglas Engelbart introduced the world to Human Intelligence Augmentation (HIA). Instead of technology replacing humans, Engelbart envisioned a symbiotic relationship, where machines would amplify our capabilities. While the technology of the time couldn’t fully realize this vision, today, we stand on the verge of Engelbart’s dream.

The Essence of Intelligence Historically, intelligence was viewed as our ability to acquire and apply knowledge. Today, our understanding is more nuanced; intelligence is multi-faceted, encompassing logical reasoning, creativity, emotional intuition, and more. While humans possess unparalleled creative problem-solving abilities, our capacity to handle hyper-complex problems is limited. On the other hand, AI excels at processing vast amounts of data efficiently, free from human fatigue and biases. But AI lacks understanding, empathy, and purpose-driven context. The solution? A collaborative approach, maximizing the strengths of both humans and AI, holds the key to untapped potential. In all of human history, homo sapiens turned out to be a master in building tools to overcome virtually any physical deficiency. Humans can’t lift tons of weight, so we created a crane. Humans can’t run at 100 km/h to get fast from A to B. So, we built cars after we created wagons pulled by horses. We cannot easily comprehend what is involved in creating breakthrough innovations, so we built computer software that can help us think through any aspect of the process. Today, we are at a point where, with the help of AI, not only can almost everybody do that task, but we can do it in a few weeks instead of needing a year or two. The Future of Mind-Machine Collaboration starts today.

Unleashing HIA’s Potential Several technologies are pushing the boundaries of HIA. Among these is Neuro-AI-Fusion, which leverages insights from neuroscience to activate brain triggers, enhancing human thinking. We’re also seeing advancements in Generative AI and Large Language Models, enabling a higher level of creativity and processing capabilities. Remember, the AI tools that are transforming industries today are augmentations of our abilities, just like vehicles or cranes have been in the past. As we gaze into the future, HIA promises innovations in record times, individualized learning experiences, and solutions to massive challenges like space colonization or environmental crises.

HIA in the Business Sphere The business landscape is changing, with a demand for rapid innovation and a growing skills gap. HIA has the potential to revolutionize this sector. For instance, managers can simulate decision outcomes akin to crash testing in vehicles. Moreover, with HIA, businesses can offer personalized customer experiences, optimize human resources, and foresee supply chain disruptions, giving them an unparalleled competitive edge. The era of raw data reliance is fading; businesses will soon harness the blend of human insight and AI precision. This blend is already realized today when predicting innovation success probability.

World’s first HIA application  A very timely example is the challenge of getting AI into all areas of a business to reduce the workload where employees are not best qualified and delegate those tasks to machines. The time gain allows everybody to do more creative work and increase productivity by an order of magnitude. In a way, everybody will become a manager, managing machines by delegating all kinds of work like research, report writing, documentation, review processes, validations, and much more to AI-driven systems. Such an AI Adoption Project may have taken one to three years in large global enterprises. Today, BlueCallom ADOPT helps teams manage the execution of such a project in a few weeks and delivers a magnificent outcome that is almost guaranteed. It is the first genuine Human Intelligence Augmentation solution leveraging Neuro-AI-fusion for direct brain access without touching the person. The Future of Mind-Machine Collaboration is now a reality.

HIA: Transforming Education Education disparities exist globally, with many facing unequal access to quality learning. HIA offers solutions: adaptive learning platforms, augmented reality tools for remote education, and AI-driven materials tailored to various cultural and linguistic backgrounds. HIA tools can bridge expertise gaps in specialized fields through simulated learning environments, AI-driven expert systems, and collective problem-solving platforms.

HIA: Rise of Super Humans  Even though HIA does not touch the brain or involve any medical or other modulations, it gives humans superpowers relative to anybody else. It allows individuals and teams to do things in a fraction of the time or reach ideas that are just not possible with brainstorming or other methods. Again, the first people who drove a car could span distances nobody else could before. Or people could fly what was impossible even to imagine before the inception of the first planes.  Mind-machine collaboration is now on its long journey to a world unimaginable for most of us.

In Conclusion  HIA isn’t about machines replacing humans or keeping us occupied in a technology-dominated age. It’s about embracing technology to enhance human abilities and forging a collaborative future. Through HIA, we’re charting a path to a future where humans are more insightful, connected, and capable. Embracing this collaboration doesn’t just redefine our work or learning; it reshapes our very essence in a digital age. As we venture into this intertwined future, we have to realize that HIA  is not a way to protect humans from machines; it is all about giving humans yet another power tool to do things that we cannot do with our abilities. But this time, it isn’t augmenting our muscle power but our brain power.  Hence our saying: AI is not replacing people, but people using AI will displace people who don’t. You have very, very limited chances to become a manager if you can’t read or write. The next generation, leveraging Human Intelligence Augmentation, will displace anybody without exception.

Meet the Mind-Machine Collaboration Human Intelligence Augmentation is here today and is demonstrated on Nov 30th at the Swiss Innovation Forum in Basel. You will be able to have a first live HIA experience at our booth by solving a complex problem within 180 seconds. You will become a Super Human for a few minutes without anybody touching you – it will blow your mind. Make sure you register for a time slot. The event is only one day !!!

 

 

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A glimpse into the future of innovation, AI and human ingenuity https://bluecallom.com/know-how/a-glimpse-into-the-future-of-innovation-ai-and-human-ingenuity/ https://bluecallom.com/know-how/a-glimpse-into-the-future-of-innovation-ai-and-human-ingenuity/#respond Thu, 17 Feb 2022 12:11:36 +0000 https://dev.bluecallom.com/?p=12848 The post A glimpse into the future of innovation, AI and human ingenuity appeared first on BlueCallom.

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Allow me to start the year with a perspective on the future of innovation.

Despite everything that went on in the world, BlueCallom had a great 2021 and 2022 started with a big boost.

LINEAR VERSUS LATERAL THINKING

It is no news that linearly managed business process transformation like digitalization or creating breakthrough innovation, has never really worked out. Linear thinking for any type of complex structure is not a good idea.

In the fall of 2021, we worked feverishly on finding better ways to visualize the difference between linear and lateral thinking. At the same time, I was asked by our data scientists and engineering team to visualize the data flow in each innovation process episode that feeds the AI system. All charts I’ve seen of lateral processes were hopelessly convoluted visuals where virtually every piece of a process was connected with at least half of all the other processes.

To visualize the complexity we had to build a bridge to a linear model. Once I looked at the process connections, I realized a pattern of parallelism – some actions ran in parallel, and some even in different directions. While a core process is active, a few processes can break out and run outside the core, and some even in different directions.

AI is the first technological way
to build laterality with a computer.

Laterality could be shown linearly, visualizing the lateral process. When looking at the AI from autonomous driving, we see a very similar mechanism. 

The chart below compares a linear process on the left column with a lateral process and its many columns to the right. How it works and how this can serve the human mind is described further down.

BlueCallom Lateral Business Process Network

Managing complexity is a very difficult task – no matter what. And if we need to ask teams to creatively innovate but also manage highly complex processes we will either lose the creativity or the manageability. Is that the end of managed innovation? No – not at all. We decided to use Artificial Intelligence for managing almost infinite complexity and all we need to do is to train the system in a way that guides their human companion through the maze. GPS? Compass? Stars? Yes, nothing new but in a very different world transforming the future of innovation.

HOW AI CAN SERVE THE HUMAN MIND – NOT DISPLACES IT

With the above learning, we made two important decisions:

  1. We will not ask anybody to become a lateral thinker – instead, we decided to build solutions that do what humans are not so good at, like following complex lateral processes. We are using AI, Neuroscience, and Genetic Computing as the first Human Intelligence Augmentation solution. It is designed to help people stay on top of processes no matter how complex they are. This frees the brain to do what it can do best, including innovate, create, socialize, identify meaning, see opportunities, work on unique things, entertain, and countless other talents. 
  2. We will focus on making those innovative and creative jobs highly predictable so they can be judged, assessed, and analyzed before making major investments and giving long-term commitments. Therefore, we developed a unique and very powerful Innovation KPI Framework with 1 core KPI: “Success Probability”. Roughly 200 “Contributing KPIs” and approximately 20,000 data points are used by multiple algorithms to compose the one, ultimate Innovation Success KPI. The BlueCallom KPI Framework is a novel design of cascading KPIs leading to one “Mother Of All KPIs”.  

Human Intelligence Augmentation was an original idea from Douglas C. Engelbart, documented in October 1962. Engelbart hoped that very intelligent machines would help the human mind to perform tasks of nearly endless complexity. However back then this was technically not yet possible. Today we are stepping on his shoulders and are introducing what he has envisioned.
Deep Innovation Design-based innovation processes consist of 10 episodes, with approximately 12 major tasks each and approximately 10 activities in each task. More than 70% are creative, ideation-related tasks that work with stimuli and patterns that we learned from neuroscience. With an innovation team of 10 people, we are dealing with approximately 1,200 thought, research, or feedback objects. With reviews, considerations from previous episodes, and predictions for new episodes, we reach a staggering 20,000 aspects to consider in such an innovation project. Far too much for a normal human brain to keep in mind while being in a creative process. Either you work more creatively than you can’t manage administrative work at the same time or you follow the rules and never create any substantial innovation. Our laterally organized AI system however can take off all the administrative and coordinative work and let the ingenious minds flow freely, Reports, worrying about what the next steps should be, process orientation, and other administrative works are taken care of by the AI system.

AI will not replace people.
But people using AI will.

Human Intelligence Augmentation will augment the level of human intelligence that is hard to fathom today. It will give average humans the capability to solve solutions with AI together that even the smartest ones could not solve alone. Only time will tell how long it will take.

WHAT TO EXPECT FROM BLUECALLOM IN 2022

VISION – Our vision remains unchanged, we exist to build the most predictable innovation and business transformation solution helping teams elevate the way people do things.

GROWTH – You may have noticed that we are looking for quite a number of people to join the team and support our vision in the future of innovation. A pretty elaborate hiring process is helping us to find the best possible talents including AI experts and neuroscientists. If you have any connections or ideas to help is get the right talents, we would really appreciate it.

PRODUCT – We can imagine that you want to get your hands on the new system or see it in action. A beta test version and demos for BlueCallom DEEP II are scheduled to be available for selected customers soon. We will publicly introduce it in May 2022.

IN 2022 – We will be able to demonstrate the first step of what was thought to be impossible any time soon: an AI system that will augment human intellectual capabilities beyond its natural capacity – and – without drilling holes in the skull. The dream of the late Douglas Engelbart to create Intelligence Augmentation is now becoming a reality. 

HUMAN INTELLIGENCE AUGMENTATION This year we envision the first customers to work with human intelligence augmentation to run their innovation projects. The BlueCallom AI solution is built so that executives will experience a never-before-seen degree of predictability from complex processes in real time. Innovation or change management teams will experience a level of intellectual support by getting suggestions, reminders, data, and feedback. Envision using BlueCallom, similar to driving a car with GPS and augmented reality. You will still want to decide where to go, what to see, and where to stay – even to drive if you want. But the GPS will tell you the fastest way to your destination, where to find gas stations, restaurants, and points of interest. It even navigates you around traffic jams or accidents. Also in BlueCallom, you will still need to create the ideas, explore the hopes and dreams of your customers, and define the purpose of your innovation, But reporting, reminding you on meetings, not forgetting what your previous research indicated, reminding you to consider how to bring it to market or not forgetting to consider a great user experience and hundreds of other consideration for an excellent outcome is managed by the AI system. Soon you will be able to do all that by talking and listening to your team and to your BlueCallom – no more computers.

INNOVATION SUCCESS PREDICTABILITY – BlueCallom’s Human Intelligence Augmentation and its approximately 20,000 data points, aggregated throughout the entire process, are allowing the AI system to calculate a never-before-seen innovation success predictability. Executives can observe the success prediction in real-time and conduct their risk assessments, decisions to move forward, and any financing approvals.

WHERE WILL WE TAKE IT LONG-TERM?

To build a better future of innovation, we need everybody to be able to innovate and rapidly resolve complexity. Our contribution is to build a solution that allows almost everybody to build their own future. A future of new materials, new technology, new medical systems, new renewable energy, new medication, new transportation, new mobility, new distribution structures, new education models, and more. BlueCallom will further invest in research and science, both on computer science and on neuroscience getting a deeper understanding of how our brain behaves and how we can interface with its natural “APIs”.

Our future lies in building systems and solutions that can amplify and augment the human intellect. With our learning from Neuroscience and AI, Human Intelligence Augmentation is the core of our own development. By the end of 2022, we will invite all our business friends and customers to the first BlueCallomPredict, a small conference for Innovation Thought Leaders to look ever deeper into that future of innovation. 🙂


INNOVATION THOUGHT LEADER ROUNDTABLE – If you are interested in contributing and supporting our work from the outside, we will continue to develop collaboration with our customers and Innovation Thought Leader Roundtable members. The next Innovation Thought Leader Roundtable will be in March 2022. You will find more info at: https://dev.bluecallom.com/innovation-thought-leader-roundtable/


This is the most exciting, compelling, and also the most challenging venture I ever had the opportunity to work in. I’m deeply grateful for having amazing minds support this journey.

I wish you a great 2022, whatever is around us, and thank you for all the support!  Together we can do even more for the future of innovation.

Axel Schultze and the BlueCallom Dream Team

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