Tech Equity and Serving the Community

[Music]

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it’s okay we’re not saving lives here

those were the words a manager at ibm

used to comfort someone who made a

significant mistake in a computer

program

that was to be delivered to significant

clients i remember listening to the

manager

recount the story to me soon after i

graduated with a computer engineering

degree

presumably to make me feel better about

any mistake i might make in the future

but instead i was left wondering why we

didn’t consider the impact computer

programs were

having on these clients lives i had been

raised to always look for ways to

support my community

and do what i could to provide for the

needs of other people

why was there this big disconnect with

my chosen profession

couldn’t we use technology to drive

systemic change in society to improve

equity

couldn’t we use technology to advance

the public interest

i genuinely loved being a software

engineer and as my career progressed i

further questioned how people

not just as potential clients but as

valuable members of society and humanity

were thought of during the engineering

process spoiler alert

they often weren’t some people may think

of code as just a bunch of ones and

zeros written by techies and hoodies in

a garage somewhere

but actually technology works best when

we realize the power that code has

on our lives it turns out i’m not the

first person to wrestle with these

thoughts

i look to one of the pioneers in public

interest technology

computer scientist and harvard

university professor dr latonya swinging

public interest technology is formally

defined as the study and application of

technology expertise

to advance the public interest generate

public benefits

and promote the public good you know how

when you google yourself you learn

there’s a lot of information out there

about you

in publicly accessible databases well dr

sweeney discovered that a computer-savvy

person

like myself and many others if they have

the time and the interest could put all

of this information together

and emerge with a description of you

your name

exactly where you live what health

conditions you have

and what your overall prognosis this

would be a problem because

not only does it probably make you

uncomfortable to think of someone having

access to that level of information

about you

but a nefarious person could use that

information to target you

or discriminate against you dr sweeney

by employing a variety of computer

science techniques

like writing programs and algorithms to

discover the available information

analyzing the structures and

reconstructing what she found

showed that this information this data

was not truly anonymized as some had

said

but could instead be used to identify

specific individuals

dr sweeney took it a step further by

working with health experts to

understand some of the data

and with legal experts to understand the

options available to control

who gets access to this information but

dr sweeney didn’t stop there

she went ahead and testified to congress

a body charged with protecting us as

citizens

and as a result of her work congress

made changes to the system

in what we know as hipaa laws when you

go to the doctor and sign the paper

stating your health information can’t be

shared

that’s in part because of her work by

relying on those ones and zeros

dr sweeney’s work truly affected lives

now dr sweeney is what we call a public

interest technologist

she didn’t just use her technical

expertise to identify and study her

problem

she also worked with non-technical

experts to put the problem in context

and understand what a productive

solution could be she knew that it would

not be enough to find a solution

there had to be a systemic change for

the solution to help the public

by advocating with policymakers to show

how information in the wrong hands could

be harmful

she translated the technology into

something that could create a positive

change in society

this work isn’t just happening by people

at universities

as i’ve pivoted my own career i’ve seen

that intentionally doing research and

designing technology

while considering the ethical and

societal consequences of tech

is not an ambition it is possible and it

is happening today

i’ve gone from being an engineer at ibm

with managers who don’t actively think

about technology impacting lives

to driving science and technology

innovation from the white house

i partnered with state and local

government agencies to develop

human-centered solutions

that their constituents use and i’ve

deployed current technology with a

variety of non-profits

both inside and outside of the us i’ve

designed with

not for communities on projects ranging

from financial inclusion

to cyber security to frontline health

workers and more

and i’ve seen that for every app for

every website

there’s someone who’s coming to those

tools to have their needs met

even as we live through a pandemic

people are using technology to go to a

website

and connect with other humans to look

for housing and to apply for government

services

it’s so important that the people who

are designing those programs are aware

from the beginning about the

implications of those ones and zeros

on lives and livelihoods when they don’t

things can go really badly really

quickly

imagine using a social networking site

and discovering you didn’t see

everything you searched for

because it had been designed in such a

way that advertisers

could prevent you from seeing certain

options based on your grace

your gender or your age but here’s the

thing

using the public interest technology

framework allows us to not just

imagine a more equitable world but to

actively build justice into the systems

that drive our world

the reality is that technology

innovations don’t exist in a vacuum

they’re extensions of our political and

social worlds

take for example the citizen clinic that

operates out of uc berkeley

it is staffed by a bunch of public

interest technologists applying their

technical skills

to organizations that serve vulnerable

populations domestic violence victims

people experiencing homelessness

exploited children refugees

these organizations have a tremendous

amount of data can you imagine what

would happen

if this data got into the wrong hands

focused on cyber security the citizen

clinic supports organizations to make

sure their clients aren’t targeted

bullied or harassed and their data isn’t

held hostage

the clinic provides critical assessments

of the organization’s technical

vulnerabilities

and offers strategies and sometimes

actual tools in the form of computer

programs

to allow these organizations to protect

people do we still think we’re not

capable of protecting lives with those

ones and zeroes

in my current role at datakind i have

the privilege of working with technical

volunteers

who like me want to translate their

technical skills in concrete ways to

impact lives

giving others access to services

security and safety

we’ve gotten to work with a number of

organizations but one of the most

exciting projects to me

was the opportunity to work with

plentiful you’ve probably seen images of

people waiting in long lines to feed

their families during this pandemic

plentiful is an app that allows families

to find food pantries and food banks and

get the food they need

without waiting in line by working with

a team of data scientists we were able

to go behind the scenes

and create an algorithm that identified

issues notified the right person at the

food bank

so they could make the appropriate

adjustments reacting to an item running

low for example

ultimately we were able to connect more

people to food

now is the moment for public interest

technologists

we face problems of massive scale the

coven 19 pandemic rapidly changing

economies

even political tensions and a reckoning

with racial disparities

public interest technologists must have

a space and every sector

so the products we use every day

products that dictate how we interact

with the world

are in the public interest the

combination of skills that public

interest

technologists bring including empathy

and long-term perspective taking

evaluation of trade-offs with an ethical

and legal framework

and consideration of societal

implications are critical

to having technologies that recognize

everyone regardless of skin tone

and disseminate true and accurate

information

it’s time we reframe our expectations of

how technology is developed and applied

the people i’ve talked about today are

computer engineers like myself

computer scientists data scientists and

software engineers

all using their technical expertise to

meet the needs of others

we are public interest technologists and

we have a new story to tell

we are going to be okay we are improving

lives here

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没关系,我们没有在这里拯救生命

这是 ibm 的一位经理

用来安慰

在要交付给重要客户的计算机程序中犯了重大错误的人的话

我记得听

经理说过

在我获得计算机工程学位毕业后不久向我讲述了这个故事,

大概是为了

让我对将来可能犯的任何错误感觉更好,

但我想知道为什么我们

不考虑计算机

程序对这些客户的影响 我

从小就一直在寻找方法来

支持我的社区

并尽我所能

满足其他人的需求

为什么与我选择的职业有如此大的脱节

我们不能使用技术来推动

社会的系统性变革 提高

公平

我们不能使用技术来

促进公共利益

吗?我真的很喜欢成为一名软件

工程师,随着我职业生涯的发展,我

进一步质疑人们如何

不 就像潜在客户一样,但作为

社会和人类的宝贵成员,

在工程过程中被认为是

破坏者警报,

他们通常不是一些人可能

认为代码只是

由技术人员和连帽衫某处车库中编写的一堆 1 和 0,

但 实际上,当

我们意识到代码

对我们生活的影响时,技术最有效 结果证明我不是

第一个与这些想法搏斗的人

我期待公共

利益技术

计算机科学家和哈佛大学

教授 latonya swinging 博士

公共利益技术的正式

定义是研究和应用

技术专长

以促进公共利益 产生

公共利益

并促进公共利益 你知道

当你用谷歌搜索自己时,你会发现

在可公开访问的数据库中有很多关于你的信息

斯威尼博士发现,像我这样精通计算机的

以及许多其他人,如果他们有

时间和兴趣可以将

所有这些信息放在一起,

并出现对您的描述

您的姓名 您的

确切居住地 您有什么健康

状况

以及您的总体预后 这

将是一个问题,因为

它不仅可能让您

不舒服 想想某人可以

访问有关您的该级别信息

但邪恶的人可以使用该

信息来针对您

或歧视您,斯威尼博士

通过使用各种计算机

科学技术(

如编写程序和算法)来

发现分析结构的可用信息

重建她的发现

表明,这些数据

并没有像某些人所说的那样真正匿名,

而是可以用来识别

特定的个人,

斯威尼博士通过

与健康专家合作

了解一些数据

并与法律专家合作,更进一步 了解

可用于控制

谁获得访问权限的选项 ss 对此信息,但

斯威尼博士并没有就此止步,

她继续向国会作证,

该机构负责保护我们作为

公民,

并且由于她的工作,国会

在你去时对我们所知的 hipaa 法律系统进行了修改

给医生并在文件上签名,

说明你的健康信息不能被

分享

,这部分是因为她的工作

依赖于那些 1 和 0

斯威尼博士的工作真正影响了生活

现在斯威尼博士是我们所说的公共

利益技术专家,

她没有 不仅利用她的技术

专长来识别和研究她的

问题,

她还与非技术

专家合作,将问题置于上下文中,

并了解什么是有效的

解决方案 她知道

仅仅找到解决方案是不够的

对解决方案进行系统性变革,

通过倡导政策制定者

展示信息落入坏人之手

可能造成的危害,从而帮助公众。

她将技术转化为

可以为社会带来积极的

变化

这项工作不仅仅发生

在大学里的人身上,

因为我已经改变了自己的职业

生涯 这是可能的,而且

今天正在发生

我已经从 ibm 的一名工程师

和那些不积极

思考技术影响生活

的管理人员转变为从白宫推动科学和技术

创新

我与州和

地方政府机构合作开发

他们的选民使用以人为本的解决方案,我已经

在美国国内外的各种非营利组织中部署了当前技术

还有更多

,我已经看到,对于每个网站的每个应用程序,

都会有人使用这些

工具来获得他们的新 eds

即使在我们经历大流行的时候遇到了

人们正在使用技术

访问网站

并与其他人联系以

寻找住房并申请政府

服务非常重要,以至于

设计这些程序的人

从一开始就意识到

这些 1 和 0

对生活和生计的影响

事情可能会变得非常糟糕,

很快就会

想象使用社交网站

并发现您没有看到

您搜索的所有内容,

因为它的设计

方式是 广告商

可能会

根据您的优雅、

性别或年龄阻止您看到某些选项,但

使用公共利益技术

框架的事情让我们不仅

可以想象一个更公平的世界,而且可以

积极地将正义融入

驱动我们世界

的系统中 现实是,技术

创新并不存在于真空中,

它们是我们政治和

社会世界的

延伸 r 例如,

在加州大学伯克利分校运营的公民

诊所由一群

公共利益技术

人员

组成 想象一下

如果这些数据落入

专注于网络安全的坏人之手,会发生什么 公民

诊所支持组织

确保他们的客户不会受到

欺凌或骚扰,并且他们的数据不会

被扣

为人质 诊所提供

对组织技术的关键评估

漏洞

,并以计算机程序的形式提供策略,有时甚至是

实际工具,

以允许这些组织保护

人们,我们是否仍然认为我们无法

在我目前在 datakind 的角色中使用这些 1 和 0 来保护生命我有

工作的特权 与技术

志愿者

像我这样的人希望

以具体的方式将他们的技术技能转化为

影响生活

让他人获得服务

安全和保障

我们已经与许多

组织合作,但

对我来说最令人兴奋的项目之一

是有机会与

大量 您可能已经看到

在这种大流行期间人们排长队养家糊口的图像

丰富的是一款应用程序,它允许家庭

通过与数据团队合作找到食品储藏室和食品银行并获得他们需要的食物而无需排队等候

科学家们,我们

能够进入幕后

并创建一种算法,该算法可以识别

问题并通知食物银行的正确人员,

以便他们可以对食物不足的情况做出适当的

调整

,例如,

最终我们现在能够将更多

人与食物联系起来

是公共利益技术人员的时刻

我们面临大规模的问题

coven 19 大流行迅速改变

经济

甚至 po 政治紧张和

对种族差异的考虑

公共利益技术人员必须有

一个空间和每个部门,

因此我们每天使用的

产品决定我们如何

与世界互动

的产品符合公共利益

公共

利益

技术人员带来的技能组合,包括同理心

和长远的眼光

评估权衡与道德

和法律框架

并考虑社会

影响

对于拥有能够识别

每个人的

技术至关重要 开发和应用

我今天谈到的人是

像我这样的计算机工程师

计算机科学家 数据科学家和

软件工程师

都利用他们的技术专长来

满足其他人的需求

我们是公共利益技术专家,

我们有一个新的故事要讲

没关系,我们正在改进

住在这里

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