OpenAI's marketplace


Each week we look at 10 new uses of technologies from any of the 30+ industries and the 25+ technology domains we watch. Get smart about the tech you bring into your products, your organization and your life.


OpenAI's Marketplace


| Data applicability | Data bias | User goals |
| Artificial Intelligence |
| Enterprise software, B2B software, SAAS | Banking and Financial |


OpenAI plans to launch an AI marketplace for developers to sell what they've built on top of their technology. Read more...


  • What does this signal about OpenAI's business strategy?
  • Is this a quicker route to algorithm commodification?
  • Does such a marketplace need to be curated?


Battery Danger


| Public safety |
| Clean Tech |
| Personal and public transportation, ride sharing, micromobility |


Recent fatalities in an e-bike fire underscore the safety risks. Read more...


  • Can these battery systems be modified to ensure safety?
  • Is there a rapid response system that could mitigate damages?
  • Should cities provide safe parking infrastructure for ebikes?


AI ingredients


| Public trust | Regulatory | Environment/Climate change |
| Agtech and cultured food |
| Food and drink, restaurants, meal delivery |


Shiru commercializes OleoPro, a groundbreaking AI-powered plant protein-based fat ingredient. Read more...


  • What is the viability at scale of goods using these new ingredient options?
  • How will the consumption at scale have an impact on our infrastructure?
  • What marketing challenges will these foods face?


Canadian Social News Restrictions


| Algorithmic influence | Misinformation | Regulatory |
| Web 2.0 |
| Social Media |


Facebook and Instagram will restrict news access in Canada after the passage of a controversial online news bill. Read more...


  • What will be the unintended consequences?
  • How should outlets react?
  • What does this mean for citizen journalism?


Drone Weeding


| Environmental impact | Physical reliability | Right to repair |
| Robotics, drones | Artificial Intelligence |
| Agriculture |


Saskatchewan startup provides an alternative to the spray-it-all approach and reduce chemical use. Read more...


  • How will drone companies address the right-to-repair of their hardware?
  • How much human involvement is needed in the normal operation and service of these drones?
  • What is the risk that crop yield is affected by a software malfunction?


AI for Storage


| Environmental impact | Legacy infrastructure | Lumberjack effect |
| Artificial Intelligence | Web 2.0 |
| Enterprise software, B2B software, SAAS |


AIOps optimizing data storage management. Read more...


  • How does the value of data and the costs in keeping it stored change over time?
  • Who determines the value of data?
  • Can the cost of storage be reliably predicted to decrease?


AI in the Ocean


| Environmental impact | Environment/Climate change | Incentives |
| Artificial Intelligence | Robotics, drones |
| Corporate social governance |


"Discover the potential of artificial intelligence to revolutionize the ocean's health, sustainability, and ecosystem management." Read more...


  • How do we square AI approaches to marine management with traditional scientific based approaches?
  • How do we align incentives to maintain ocean quality and diversity?
  • What feedback loops might be created?


Chore Learning Robots


| Partial automation | Adoption | Babysitting |
| Robotics, drones | Artificial Intelligence |
| Consumer goods |


"Robots are learning by watching YouTube videos. Read more...


  • What is the logical extension of this approach?
  • Would these robots be susceptible to adversarial exploits?
  • What does fine-tuning look like for a robot in your home?


AI outsourcing


| Trust calibration | Data quality |
| Artificial Intelligence |
| Enterprise software, B2B software, SAAS | Other |


Gig workers training AI models may be outsourcing their tasks to AI. Read more...


  • Will certification of training datasets be required?
  • What errors are likely being amplified in this process?
  • Are there ethical crowd-sourcing alternatives?


AI for Peace


| Incentives | Human informational needs |
| Artificial Intelligence |
| Government, defense, policing, law |


AI supporting peacebuilding efforts. Read more...


  • How would Western specific biases be addressed?
  • How would early warning systems that use AI impact policy?
  • How does AI output and guidance get translated to public perception?


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