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Algorithms are as fallible as the people who write them

“I don’t understand how a computer can not function.”

That was a comment by Patricia Minchin, a 75 year old nurse who was one of the tragically unfortunate people who was missed out of breast cancer screening and now has untreated advanced breast cancer. Yet another NHS fiasco. The Secretary of State has blamed it on a malfunctioning algorithm.

With all the talk about the relentless march of AI, How computers are going to take over that part of the world that they have not already taken over, destroy jobs and give us all sorts of promised benefits, we seem to have lost sight of one main issue – computers and the algorithms that drive them are prone to error.

And the consequences of those errors can be devastating as in the case of all the women who die unnecessarily because of a ‘malfunctioning algorithm’, those who will lose their lives when self-driving cars don’t work properly, and endless other examples we can come up with.

Years ago I remember watching a cute film called Sleepless in Seattle. Two kids were hatching a scam to get one of them to fly to New York unaccompanied. To do that, they had to falsify the age of the traveller. “They’ll never believe I’m twelve years old,” quips one of them. “If it comes out of the computer, they’ll believe anything,” responded the other.

This is the fundamental problem that we are all facing. The hype around technology and what it can do for us has turned us into a flock of sheep being led by the nose by anything that comes out of a machine driven by a supposedly intelligent algorithm. The fiascos – be they the NHS, the TSB, Facebook with its fake news and uncontrollable platform – don’t seem to have shaken our faith in a future technological nirvana.

We seem to have forgotten that algorithms are written by fallible humans. That when any platform becomes a jumble of algorithms written by different people art different times, the output may end up being a total mess.

There is little doubt that automation and technological process can bring great benefits. But we should also bear the dangers in mind. We should not all be quite so quick in believing that anything that comes out of a computer is necessarily clever or right. It’s not clear how we are going to be able to balance the benefits of technology with maintaining some degree of transparency as to what is actually going on inside our machines. What assumptions and value judgements have been incorporated into what seems like an innocently clear output. What unforeseen interactions are going on in ever more complex and opaque systems driven by multiple algorithms.

This will be a challenging issue. But we need to face it and talk about it a lot more that we are if we are not to move towards a world where machines instruct us to turn right or left and we have absolutely no idea where that instruction came from, and whether it is what we really want to do.

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Radix is the radical centre think tank. We welcome all contributions which promote system change, challenge established notions and re-imagine our societies. The views expressed here are those of the individual contributor and not necessarily shared by Radix.

Comments

  1. Rob Price says

    Joe, indeed, and a similar message to that we’ve been discussing with our work, and indeed recent survey, on how people feel about a Digital Society (https://itunes.apple.com/us/podcast/human-potential-at-work/id1110960287?mt=2, #105). On the back of that we’ve begun to focus in on #CorporateDigitalResponsibility, and to consider how organisations should align to deliver improved outcomes for society through the use of Digital technologies (inc. AI and more)

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You may withdraw this consent at any time by <a href="mailto:[email protected]">emailing us</a> or clicking “unsubscribe” at the bottom of our emails).</label> </li></ul></div></li><li id="field_2_6" class="gfield gform_validation_container field_sublabel_below field_description_below gfield_visibility_visible" ><label class='gfield_label' for='input_2_6' >Comments</label><div class='ginput_container'><input name='input_6' id='input_2_6' type='text' value='' autocomplete='new-password'/></div><div class='gfield_description' id='gfield_description_2_6'>This field is for validation purposes and should be left unchanged.</div></li></ul></div> <div class='gform_footer top_label'> <input type='submit' id='gform_submit_button_2' class='gform_button button' value='SUBSCRIBE' tabindex='76' onclick='if(window["gf_submitting_2"]){return false;} if( !jQuery("#gform_2")[0].checkValidity || jQuery("#gform_2")[0].checkValidity()){window["gf_submitting_2"]=true;} ' onkeypress='if( event.keyCode == 13 ){ if(window["gf_submitting_2"]){return false;} if( !jQuery("#gform_2")[0].checkValidity || jQuery("#gform_2")[0].checkValidity()){window["gf_submitting_2"]=true;} jQuery("#gform_2").trigger("submit",[true]); }' /> <input type='hidden' name='gform_ajax' value='form_id=2&amp;title=&amp;description=&amp;tabindex=69' /> <input type='hidden' class='gform_hidden' name='is_submit_2' value='1' /> <input type='hidden' class='gform_hidden' name='gform_submit' value='2' /> <input type='hidden' class='gform_hidden' name='gform_unique_id' value='' /> <input type='hidden' class='gform_hidden' name='state_2' value='WyJbXSIsIjg1ZGYwZWM3YzAyMDRmYTcyZDYxNmIwMWJiNmFhYzVhIl0=' /> <input type='hidden' class='gform_hidden' name='gform_target_page_number_2' id='gform_target_page_number_2' value='0' /> <input type='hidden' class='gform_hidden' name='gform_source_page_number_2' id='gform_source_page_number_2' value='1' /> <input type='hidden' name='gform_field_values' value='' /> </div> </form> </div> <iframe style='display:none;width:0px;height:0px;' src='about:blank' name='gform_ajax_frame_2' id='gform_ajax_frame_2' title='This iframe contains the logic required to handle Ajax powered Gravity Forms.'></iframe> <script type='text/javascript'>document.addEventListener( 'DOMContentLoaded', function($){gformInitSpinner( 2, 'https://radixuk.org/wp-content/plugins/gravityforms/images/spinner.svg' );jQuery('#gform_ajax_frame_2').on('load',function(){var contents = jQuery(this).contents().find('*').html();var is_postback = contents.indexOf('GF_AJAX_POSTBACK') >= 0;if(!is_postback){return;}var form_content = jQuery(this).contents().find('#gform_wrapper_2');var is_confirmation = jQuery(this).contents().find('#gform_confirmation_wrapper_2').length > 0;var is_redirect = contents.indexOf('gformRedirect(){') >= 0;var is_form = form_content.length > 0 && ! is_redirect && ! is_confirmation;var mt = parseInt(jQuery('html').css('margin-top'), 10) + parseInt(jQuery('body').css('margin-top'), 10) + 100;if(is_form){jQuery('#gform_wrapper_2').html(form_content.html());if(form_content.hasClass('gform_validation_error')){jQuery('#gform_wrapper_2').addClass('gform_validation_error');} else {jQuery('#gform_wrapper_2').removeClass('gform_validation_error');}setTimeout( function() { /* delay the scroll by 50 milliseconds to fix a bug in chrome */ jQuery(document).scrollTop(jQuery('#gform_wrapper_2').offset().top - mt); }, 50 );if(window['gformInitDatepicker']) {gformInitDatepicker();}if(window['gformInitPriceFields']) {gformInitPriceFields();}var current_page = jQuery('#gform_source_page_number_2').val();gformInitSpinner( 2, 'https://radixuk.org/wp-content/plugins/gravityforms/images/spinner.svg' );jQuery(document).trigger('gform_page_loaded', [2, current_page]);window['gf_submitting_2'] = false;}else if(!is_redirect){var confirmation_content = jQuery(this).contents().find('.GF_AJAX_POSTBACK').html();if(!confirmation_content){confirmation_content = contents;}setTimeout(function(){jQuery('#gform_wrapper_2').replaceWith(confirmation_content);jQuery(document).scrollTop(jQuery('#gf_2').offset().top - mt);jQuery(document).trigger('gform_confirmation_loaded', [2]);window['gf_submitting_2'] = false;wp.a11y.speak(jQuery('#gform_confirmation_message_2').text());}, 50);}else{jQuery('#gform_2').append(contents);if(window['gformRedirect']) {gformRedirect();}}jQuery(document).trigger('gform_post_render', [2, current_page]);} );} );</script>
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[gravityform id=5 title=false description=false ajax=true tabindex=64]
<div class='gf_browser_unknown gform_wrapper gform_legacy_markup_wrapper' id='gform_wrapper_5' ><div id='gf_5' class='gform_anchor' tabindex='-1'></div><form method='post' enctype='multipart/form-data' target='gform_ajax_frame_5' id='gform_5' action='/opinion/algorithms-are-as-fallible-as-the-people-who-write-them/#gf_5' novalidate> <div class='gform_body gform-body'><ul id='gform_fields_5' class='gform_fields top_label form_sublabel_below description_below'><li id="field_5_5" class="gfield gravity_head gfield_html gfield_html_formatted gfield_no_follows_desc field_sublabel_below field_description_below gfield_visibility_visible" ><h3>Get emails</h3></li><li id="field_5_1" class="gfield gfield_contains_required field_sublabel_hidden_label field_description_below hidden_label gfield_visibility_visible" ><label class='gfield_label gfield_label_before_complex' >Name<span class="gfield_required"><span class="gfield_required gfield_required_asterisk">*</span></span></label><div class='ginput_complex ginput_container no_prefix has_first_name no_middle_name has_last_name no_suffix gf_name_has_2 ginput_container_name' id='input_5_1'> <span id='input_5_1_3_container' class='name_first' > <input type='text' name='input_1.3' id='input_5_1_3' value='' aria-label='First name' tabindex='65' aria-required='true' placeholder='First Name*' /> <label for='input_5_1_3' class='hidden_sub_label screen-reader-text'>First</label> </span> <span id='input_5_1_6_container' class='name_last' > <input type='text' name='input_1.6' id='input_5_1_6' value='' aria-label='Last name' tabindex='67' aria-required='true' placeholder='Last Name*' /> <label for='input_5_1_6' class='hidden_sub_label screen-reader-text'>Last</label> </span> </div></li><li id="field_5_2" class="gfield gfield_contains_required field_sublabel_below field_description_below hidden_label gfield_visibility_visible" ><label class='gfield_label' for='input_5_2' >Email<span class="gfield_required"><span class="gfield_required gfield_required_asterisk">*</span></span></label><div class='ginput_container ginput_container_email'> <input name='input_2' id='input_5_2' type='email' value='' class='large' tabindex='69' placeholder='Email*' aria-required="true" aria-invalid="false" /> </div></li><li id="field_5_4" class="gfield gf-conf-check gfield_contains_required field_sublabel_below field_description_below hidden_label gfield_visibility_visible" ><label class='gfield_label gfield_label_before_complex' >Confirmation<span class="gfield_required"><span class="gfield_required gfield_required_asterisk">*</span></span></label><div class='ginput_container ginput_container_checkbox'><ul class='gfield_checkbox' id='input_5_4'><li class='gchoice gchoice_5_4_1'> <input class='gfield-choice-input' name='input_4.1' type='checkbox' value='Consent' id='choice_5_4_1' tabindex='70' /> <label for='choice_5_4_1' id='label_5_4_1'>Please keep me updated on new website content and Radix news. (We will process your data in accordance with our <span class="pp"><a href="https://radixuk.org/privacy-policy/">Privacy Policy</a></span>. You may withdraw this consent at any time by <a href="mailto:[email protected]">emailing us</a> or clicking “unsubscribe” at the bottom of our emails).</label> </li></ul></div></li><li id="field_5_6" class="gfield gform_validation_container field_sublabel_below field_description_below gfield_visibility_visible" ><label class='gfield_label' for='input_5_6' >Phone</label><div class='ginput_container'><input name='input_6' id='input_5_6' type='text' value='' autocomplete='new-password'/></div><div class='gfield_description' id='gfield_description_5_6'>This field is for validation purposes and should be left unchanged.</div></li></ul></div> <div class='gform_footer top_label'> <input type='submit' id='gform_submit_button_5' class='gform_button button' value='SUBSCRIBE' tabindex='71' onclick='if(window["gf_submitting_5"]){return false;} if( !jQuery("#gform_5")[0].checkValidity || jQuery("#gform_5")[0].checkValidity()){window["gf_submitting_5"]=true;} ' onkeypress='if( event.keyCode == 13 ){ if(window["gf_submitting_5"]){return false;} if( !jQuery("#gform_5")[0].checkValidity || jQuery("#gform_5")[0].checkValidity()){window["gf_submitting_5"]=true;} jQuery("#gform_5").trigger("submit",[true]); }' /> <input type='hidden' name='gform_ajax' value='form_id=5&amp;title=&amp;description=&amp;tabindex=64' /> <input type='hidden' class='gform_hidden' name='is_submit_5' value='1' /> <input type='hidden' class='gform_hidden' name='gform_submit' value='5' /> <input type='hidden' class='gform_hidden' name='gform_unique_id' value='' /> <input type='hidden' class='gform_hidden' name='state_5' value='WyJbXSIsIjg1ZGYwZWM3YzAyMDRmYTcyZDYxNmIwMWJiNmFhYzVhIl0=' /> <input type='hidden' class='gform_hidden' name='gform_target_page_number_5' id='gform_target_page_number_5' value='0' /> <input type='hidden' class='gform_hidden' name='gform_source_page_number_5' id='gform_source_page_number_5' value='1' /> <input type='hidden' name='gform_field_values' value='' /> </div> </form> </div> <iframe style='display:none;width:0px;height:0px;' src='about:blank' name='gform_ajax_frame_5' id='gform_ajax_frame_5' title='This iframe contains the logic required to handle Ajax powered Gravity Forms.'></iframe> <script type='text/javascript'>document.addEventListener( 'DOMContentLoaded', function($){gformInitSpinner( 5, 'https://radixuk.org/wp-content/plugins/gravityforms/images/spinner.svg' );jQuery('#gform_ajax_frame_5').on('load',function(){var contents = jQuery(this).contents().find('*').html();var is_postback = contents.indexOf('GF_AJAX_POSTBACK') >= 0;if(!is_postback){return;}var form_content = jQuery(this).contents().find('#gform_wrapper_5');var is_confirmation = jQuery(this).contents().find('#gform_confirmation_wrapper_5').length > 0;var is_redirect = contents.indexOf('gformRedirect(){') >= 0;var is_form = form_content.length > 0 && ! is_redirect && ! is_confirmation;var mt = parseInt(jQuery('html').css('margin-top'), 10) + parseInt(jQuery('body').css('margin-top'), 10) + 100;if(is_form){jQuery('#gform_wrapper_5').html(form_content.html());if(form_content.hasClass('gform_validation_error')){jQuery('#gform_wrapper_5').addClass('gform_validation_error');} else {jQuery('#gform_wrapper_5').removeClass('gform_validation_error');}setTimeout( function() { /* delay the scroll by 50 milliseconds to fix a bug in chrome */ jQuery(document).scrollTop(jQuery('#gform_wrapper_5').offset().top - mt); }, 50 );if(window['gformInitDatepicker']) {gformInitDatepicker();}if(window['gformInitPriceFields']) {gformInitPriceFields();}var current_page = jQuery('#gform_source_page_number_5').val();gformInitSpinner( 5, 'https://radixuk.org/wp-content/plugins/gravityforms/images/spinner.svg' );jQuery(document).trigger('gform_page_loaded', [5, current_page]);window['gf_submitting_5'] = false;}else if(!is_redirect){var confirmation_content = jQuery(this).contents().find('.GF_AJAX_POSTBACK').html();if(!confirmation_content){confirmation_content = contents;}setTimeout(function(){jQuery('#gform_wrapper_5').replaceWith(confirmation_content);jQuery(document).scrollTop(jQuery('#gf_5').offset().top - mt);jQuery(document).trigger('gform_confirmation_loaded', [5]);window['gf_submitting_5'] = false;wp.a11y.speak(jQuery('#gform_confirmation_message_5').text());}, 50);}else{jQuery('#gform_5').append(contents);if(window['gformRedirect']) {gformRedirect();}}jQuery(document).trigger('gform_post_render', [5, current_page]);} );} );</script>
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[gravityform id=6 title=false description=false ajax=true tabindex=999]
<div class='gf_browser_unknown gform_wrapper gform_legacy_markup_wrapper' id='gform_wrapper_6' ><div id='gf_6' class='gform_anchor' tabindex='-1'></div><form method='post' enctype='multipart/form-data' target='gform_ajax_frame_6' id='gform_6' action='/opinion/algorithms-are-as-fallible-as-the-people-who-write-them/#gf_6' novalidate> <div class='gform_body gform-body'><ul id='gform_fields_6' class='gform_fields top_label form_sublabel_below description_below'><li id="field_6_5" class="gfield gravity_head gfield_html gfield_html_formatted gfield_no_follows_desc field_sublabel_below field_description_below gfield_visibility_visible" ><h3>Before you go!</h3> <p>Stay up to date with what's happening at Radix. 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