Smart campus


We're here again this week with 10 new uses of technology and 3 illuminating questions for each.

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Campus sensors


| Privacy | Ethics | Data drift |
| Automation | Machine Vision |
| Construction, building and facilities management |


Futuristic, sensor-laden building in the middle of privacy concern battle. Read more...


  • Is campus the best place to test this technology?
  • What else could have been done with these funds to make this building greener?
  • What disruptions might the automation enabled by these sensors create should they malfunction?


Flying cars


| Environmental impact | Public trust | Partial automation |
| Other |
| Personal and public transportation, ride sharing, micromobility | Aerospace and Aviation |


There seems to be a renewed interest in personal air transportation in the form of vertical take-off and landing vehicles. Read more...


  • Will the public want to stand the noise?
  • In a clean-energy constrained world, can we afford the loss in efficiency over land-based vehicles?
  • Which elements of logistics in a crowded urban environment may prevent these from operating?

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Too soon?


| Misinformation | Public trust | Copyright |
| Artificial Intelligence | Web 2.0 |
| Social Media | Telecommunications |


BuzzFeed is already generating entire articles with AI. Read more...


  • What is the cost/benefit of the reputational damage?
  • On the spectrum from AI-assisted brainstorming to complete articles, is there a sweet spot?
  • Would disclosure be enough?


Chatbot secrets


| Organizational trust | Cybersecurity |
| Artificial Intelligence |
| Enterprise software, B2B software, SAAS |


The adoption of chatbots at the enterprise level is fraught with security risks. Read more...


  • Should a chatbot only know where to find information rather than the actual information?
  • Will the chatbot interface need to be one of the most secure endpoints at the enterprise level?
  • Should access to a chatbot be gained, can the attack be further automated, such as using another chatbot to defeat it?


Algorithmic perfumery


| Babysitting | Induced complacency | Skill decay |
| Algorithms |
| Consumer goods |


Age-old perfumery techniques meet new algorithmic tech to create new formulations. Read more...


  • How much leeway is given to the algorithm, really?
  • Can new ingredient be included in the modelling effectively?
  • Can I scent that is purely derived via algorithm be protected in terms of intellectual property?


BloombergGPT


| Incentives | Situational awareness | Emergent behaviors |
| Artificial Intelligence |
| Banking and Financial |


Bloomberg builds its own large language model based on its large corpus of financial data. Read more...


  • Should every company have its own GPT?
  • Does contract law address the contributions of current and former employees being used in this way?
  • Who will safeguard these models from being used inappropriately?


Optimized video


| Goal alignment | Algorithmic influence | Alignment of expectations |
| Artificial Intelligence | Machine Vision | Web 2.0 |
| Advertising and marketing | Creator economy and art |


Munch is an AI-powered platform that edits and augments video content to maximize impact. Read more...


  • Will such products be the start of an "algorithm war"?
  • Will any human be left with an artistic license?
  • To what extent can an algorithm do better with A/B testing?


Running in place


| User safety | Implementation costs |
| AR | VR |
| Consumer goods | Big entertainment, pro sports |


Fictionalized omnidirectional treadmill is finally ready for consumers after a decade. Read more...


  • Would consumers spend as much on this as a normal treadmill - or peloton bike?
  • How can this device be made injury-proof?
  • Will hand-tracking unlock the potential of other immersive components?


More than whole-grain


| Consumer trends | Environmental impact |
| Agtech and cultured food |
| Food and drink, restaurants, meal delivery |


New flour developed which uses the whole plant. Read more...


  • What is the impact on other uses for the rest of the plant?
  • What is the health benefit when measured against the rest of the food's content that this flour is used to make?
  • Is there an investment in equipment required to harvest the plant as such?


Air capture


| Incentives | Environment/Climate change |
| Clean Tech |
| Corporate social governance |


Swiss company turning C02 from air into rocks using a unique process and has accepted advanced payments from companies such as Microsoft to do so. Read more...


  • What fine print is there for those advanced payments?
  • What new issues arise when this technology is used at scale?
  • What's the price elasticity of carbon capture as a service?

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