WFP/Palantir Agreement Demonstrates Need for Systemic Changes

Just before winning an award at the Mobile World Congress for its innovative use of big data, the World Food Programme (WFP) announced a controversial partnership with Palantir Technologies, Inc. The $45 million pro bono agreement is intended to harness the power of big data to help the WFP be more efficient in delivery food aid to some 92 million people worldwide.

Unsurprisingly, this agreement has raised a number of concerns among proponents of responsible data practices, including JustPeace Labs. The deal raises a number of concerns, not the least of which is a lack of transparency about what exactly it entails and the ethically dubious reputation of Palantir. In response, JPL spearheaded a recent move to raise these concerns with the WFP, activists and the media by bringing together like-minded civil society organizations in the Responsible Data community to draft an open  letter to the WFP.

The letter marked a pivotal moment for the Responsible Data community as it is really the first time this group has come together to speak truth to power, with members sharing a wealth of expertise and differing–and sometimes conflicting–perspectives in an honest and respectful discussion. It also exposed three pressing problems (not addressed by the letter) that  should inform advocacy efforts in this area.

Unregulated Public/Private Partnerships.

The WFP/Palantir partnership highlights the risks associated with large-scale public/private technology partnerships. The problem, in other words, is not just limited to Palantir, or to the WFP, or to the humanitarian assistance sector. It is a larger-scale problem, one that demands concerted action.

Many public agencies, like the United Nations, lack the resources and expertise to be able to utilize the mass amounts of data they have collected in the pursuit of their mandate. This data can do tremendous good–if used responsibly and ethically. Private companies, on the other hand, often have the expertise and technological tools and infrastructure needed to mine and analyze mass data sets at scale. However, they currently lack any robust regulation, whether in the form of laws or industry standards.

Partnerships that combine unregulated industries with UN agencies–which are immune from national, regional and international laws–result in a high risk for low to no accountability and unethical business practices. UN agencies have internal guidelines on cooperation with the business sector (including for big data projects), which include calls for due diligence, transparency and accountability (three issues highlighted as lacking in the WFP/Palantir agreement). However, the only such guidelines governing accountability for corporations are the (voluntary) UN Guiding Principles for Business and Human Rights.

The Guiding Principles, while a valuable resource and overall guidance for ethical business practices, do not always adequately address many of the pressing concerns raised by new technologies–such as ethics, conflict sensitivity, changing power structures, and new forms of oppression. Moreover, compliance is based on self-reporting, and the principles are not legally enforceable. While the business and human rights framework has considerable strengths and potential, to date it has not fully captured the risks associated with partnerships like the one between Palantir and WFP.

This leaves a serious gap in regulation and enforcement.

Conflict Sensitivity.

The WFP operates in acute and complex humanitarian emergency situations. By its own admission, a significant majority of the people it serves are or have been affected by violent conflict. In these fast-paced and volatile contexts, the risks associated with irresponsible data practices are even more acute. Issues like bias, the mosaic effect and privacy can not only harm individuals in these situations, but can spark or foment community-wide violence and war.

Most current standards for ethical or responsible data do not include discussion of conflict sensitivity let alone  require conflict sensitivity analysis. It is critical that any evaluation of potential negative unintended consequences of technology projects and partnership–especially those of the scale and context of the WFP/Palantir project–include an analysis of conflict connectors and dividers, and the potential to spark community-wide violence.

Systemic Change.

The process of coming together to take collective action and express our common concerns about the agreement between WFP and Palantir was humbling and inspiring. It was also enlightening. We civil society stakeholders must address problems holistically and propose solutions that embrace systemic changes, rather than reactive, ad hoc ameliorative measures.

The diversity of expertise in the Responsible Data community is extraordinary. However, in this community and in others we engage with, there is often a semantic disconnect that makes it hard to agree on a theory of change. Is this an AI issue? A privacy issue? A humanitarian issue? Machine learning? Data? Ethics? Human rights? Private software industry? UN? Many of us come from relatively siloed and specific practice areas, and finding a common way forward to tackle interconnected challenges is difficult.

The WFP/Palantir collaboration showed us that working together in this way brings about a tremendous opportunity to amplify our voices and augment our relative bargaining power. It also demonstrated how much more powerful civil society is when we overcome our organizational differences and work together on responsible technology issues in a cohesive and strategic way. We’re excited to continue pushing forward in this new space.


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    ไม่ว่าจะเป็นระบบใดก็ตาม สามารถเข้ามาเล่น คาสิโนยูฟ่าเบท ได้แบบทุกหมวดหมู่เลยนั่นเอง เรียกได้ว่า ท่านจะได้เล่นเกมคาสิโน อย่างสะดวกสบาย เล่นได้ทุกที่ทุกเวลาอย่างยิ่งจริงๆ อีกทั้งทางคาสิโนยูฟ่าเบท ยังเป็นเว็บคาสิโนที่มีความมั่นคง

    ทางด้านการเงินสูง โดยที่สามารถไว้วางใจได้ สำหรับในการที่จะนำเงินของท่าน มาฝากเพื่อลงทุนในการเล่นเกมต่างๆได้อย่างปลอดภัยอย่างแน่นอน โดยที่ระบบต่างๆที่ดินคาสิโนมีให้บริการ ที่เกี่ยวพันกับการคลังนั้น เป็นระบบที่ล้ำสมัย ที่สุดในขณะนี้

    และเป็นระบบที่มีความปลอดภัยสูง ซึ่งจะเป็นระบบฝาก-ถอนแบบออโต้ ที่สมาชิกที่เข้ามาใช้บริการ สามารถทำรายการต่างๆผ่านหน้าเว็บโดยตรง ทำรายการได้ด้วยตัวเอง โดยสามารถทำรายการฝาก-ถอน
    ผ่านแอพพลิเคชั่น ธนาคารทั่วทั้งโลก

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  85. สำหรับการเข้ามาใช้บริการ เว็บไซต์คาสิโนออนไลน์ยูฟ่าเบท เว้นเสียแต่ทางเว็บจะมี
    เกมคาสิโนที่มีให้เล่นกันเยอะแยะแล้วนั้น ทางคาสิโนยูฟ่า ยังมีโปรโมชั่นดีๆให้สำหรับทุกท่านที่เข้ามาใช้บริการ กับทางคาสิโนอยู่จำนวนมาก
    โดยที่ไม่ว่าจะเป็น สมาชิกที่พึ่งพิงสมัครกับทางคาสิโน หรือจะเป็นพวกเก่า
    ก็สามารถได้รับกันไปทุกคนอย่างแน่แท้ ซึ่งโปรโมชั่นที่ท่านจะได้รับ เมื่อท่านสมัครเข้ามา

    เป็นพวกกับเราคราวแรก ท่านจะได้รับโปรโมชั่นเครดิตฟรี
    ที่เมื่อท่านสมัครทีแรก จะได้รับเครดิตฟรีจากคาสิโนของเราถึง 50% ของยอดฝากทีแรก สูงสุดไม่เกิน 5,000
    บาท ที่ทุกคนจะได้รับเครดิตฟรี เพื่อสามารถนำไปเล่นเกมในคาสิโนได้ทุกเกม

    ภายในคาสิโนของเรานั่นเอง นอกเหนือจากนั้นแล้ว ในส่วนของการเล่นเกมต่างๆท่านจะได้รับโปรโมชั่นค่าคอมมิชชั่น จากทุกยอดการเล่นไป 0.5% ด้วยเช่นกัน
    เว้นเสียแต่โปรโมชั่นที่ได้กล่าวมานั้น ทางพวกเรายังมีโปรโมชั่นดีๆอีกมากมาย

    ที่ทุกท่านที่เข้ามาใช้บริการ
    จะได้รับกันไปทุกคนอย่างแน่แท้ รวมทั้งสำหรับท่านใดที่ มีปัญหาสำหรับในการใช้บริการ ไม่ว่าจะเป็นส่วนใดก็้ตาม ท่านสามารถติดต่อ Call Center กับทางคาสิโนยูฟ่า ได้ตลอดระยะเวลาด้วยเหมือนกัน

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  87. ยูฟ่าเบทเว็บไซต์พนันออนไลน์ กล่าวได้ว่า เป็นเว็บพนันออนไลน์
    ที่ใหญ่ที่สุด ในประเทศไทย เลยก็ว่าได้นอกจาก จะเป็นเว็บไซต์ ที่เลื่องลือแล้ว ยังเป็นเว็บ สร้างเงิน สร้างรายได้ ให้แก่ชาวไทย เยอะๆ การที่ท่าน สงสัยว่า เล่นพนันออนไลน์นั้น มีใช่หรือเล่นแล้ว ได้เงินจริงหรือ

    เล่นแล้วจะ ไม่โดนโกงจริงๆหรือ พวกเราขอตอบ
    ได้เลยว่า บนโลกของ ออนไลน์นั้น มีอีกทั้งการหลอกลวง ฉ้อโกงอยู่ มหาศาล แต่เว็บไซต์ ยูฟ่าเบทพนันออนไลน์ เว็บแห่งนี้นั้น แตกต่างออกไป ท่านจะได้รับเงินจริงๆจากการเล่นพนัน

    รวมไปถึง บริการแบบ ดีที่สุดที่ กล่าวได้ว่า ไม่ว่าท่าน
    จะเป็นนักการพนัน มือใหม่หรือ มือเก่าทางเว็บไซต์นั้น ก็ยินดีให้ บริการตอบ ปริศนาทุกข้อ สงสัยแก่ นักพนันที่เป็น สมาชิกกับ เว็บไซต์ของพวกเรา ทุกปัญหารวมถึง การติดต่อ ก็แสนจะง่าย

    ไม่ว่าจะเป็น โทรหาทาง
    call center ที่ช่วยเหลือ ท่านได้อย่างไม่ยากเย็น และผ่านไลน์ ก็สามารถแชทคุยกันได้ จำเป็นต้องขึ้น อยู่กับความสะดวก ของท่านนั่นเอง เว็บไซต์พนันยูฟ่าเบท นั้นเป็นเว็บ พนันออนไลน์ ที่มีฐานลูกค้า ใหญ่เป็นอันดับหนึ่งของประเทศไทย และมีความยั่งยืนมั่นคง ทางด้านการเงิน
    เป็นอย่างยิ่ง ไม่ว่าท่าน จะเล่นมากน้อย เพียงใดเว็บไซต์ ของพวกเรานั้น ก็พร้อมให้บริการ ท่านอยู่อย่าง ตลอดระยะเวลานั่นเอง

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