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Friday, April 24, 2020

Machine Learning Could Check if you're Social Distancing Properly at Work


As reported by Technology ReviewAndrew Ng’s startup Landing AI has created a new workplace monitoring tool that issues an alert when anyone is less than the desired distance from a colleague.

Six feet apart: On Thursday, the startup released a blog post with a new demo video showing off a new social distancing detector. On the left is a feed of people walking around on the street. On the right, a bird’s-eye diagram represents each one as a dot and turns them bright red when they move too close to someone else. The company says the tool is meant to be used in work settings like factory floors and was developed in response to the request of its customers (which include Foxconn). It also says the tool can easily be integrated into existing security camera systems, but that it is still exploring how to notify people when they break social distancing. One possible method is an alarm that sounds when workers pass too close to one another. A report could also be generated overnight to help managers rearrange the workspace, the company says.



Under the hood: The detector must first be calibrated to map any security footage against the real-world dimensions. A trained neural network then picks out the people in the video, and another algorithm computes the distances between them.

Workplace surveillance: The concept is not new. Earlier this month, Reuters reported that Amazon is also using similar software to monitor the distances between their warehouse staff. The tool also joins a growing suite of technologies that companies are increasingly using to surveil their workers. There are now myriad cheap off-the-shelf AI systems that firms can buy to watch every employee in a store, or listen to every customer service representative on a call. Like Landing AI’s detector, these systems flag up warnings in real time when behaviors deviate from a certain standard. The coronavirus pandemic has only accelerated this trend.

Dicey territory: In its blog post, Landing AI emphasizes that the tool is meant to keep “employees and communities safe,” and should be used “with transparency and only with informed consent.” But the same technology can also be abused or used to normalize more harmful surveillance measures. When examining the growing use of workplace surveillance in its annual report last December, the AI Now research institute also pointed out that in most cases, workers have little power to contest such technologies. “The use of these systems,” it wrote, “pools power and control in the hands of employers and harms mainly low-wage workers (who are disproportionately people of color).” Put another way, it makes an existing power imbalance even worse.

Thursday, April 23, 2020

First Version of Apple and Google's Contact Tracing API Should be Available to Developers Next Week


As reported by TechCrunchThe first version of Apple  and Google’s  jointly developed, cross-platform contact tracing API should be available to developers as of next week, according to a conversation between Apple CEO Tim Cook and European Commissioner for internal market Thierry Breton. Breton shared a photo from his office which shows him having a video conversation with Cook, and told Les Echos that the Apple chief executive told him April 28 would be the day the contact tracing API will be available to software developers building apps that employ it on behalf of public health agencies.

Apple and Google announced they were working on the contact tracing system, which works across iOS and Android mobile device, on April 10, and detailed how the opt-in network would use randomized IDs not tied to a user’s actual identify information to communicate potential contacts with individuals with a confirmed positive COVID-19 diagnosis. It’s a decentralized system that never collects any geographic data in order to preserve individual privacy, and Apple and Google chose to collaborate on the project so that any apps built to use it will have the furthest potential reach possible in terms of user base.

The rollout of the contact tracing system is happening in two parts: First, the API is being made available to developers — that’s the part that’s happening next week. This phase was originally set for a mid-May release, but it sounds like the companies have stepped up their timeline (at least on the Apple side) based on this conversation between Breton and Cook. That makes sense, given the urgency of the need for contact tracing in order to better understand how and when to alter or relax social distancing measures.


The second part of the plan is issuing a system update to build in contact tracing at the OS level. Opt-in would be managed on the device, and both Android  and iOS smartphones with this toggle enabled would automatically be able to participate in local contact tracing efforts — whether or not they had any specific health agency apps installed. Apple and Google clarified in a follow-up Q&A session about the system that users would still be prompted to download and install a public health app from their local authority should their phone notify them of a possible contact, so that they could get additional info about next steps from a trusted source.

Note that the second phase isn’t expected until sometime later this year, but the early arrival of the first version of the API for developers is a promising sign that suggests both companies are focusing considerable effort and resources on getting this to market.

There are myriad contact tracing systems either in development or already being implemented, but a common technological backbone that makes it possible for them to cross-communicate, and that opens up broad participation across the most popular mobile devices currently in use, has the greatest chance of actually being effective.