𝗔𝗻 𝗲𝘅𝗽𝗲𝗻𝘀𝗶𝘃𝗲 𝗰𝗼𝗻𝘀𝘂𝗹𝘁𝗮𝗻𝗰𝘆 𝗿𝗲𝗽𝗼𝗿𝘁 𝗯𝗮𝗰𝗸𝗲𝗱 𝗯𝘆 𝗼𝗻𝗲 𝗼𝗳 𝘁𝗵𝗲 𝘄𝗼𝗿𝗹𝗱’𝘀 𝗯𝗶𝗴𝗴𝗲𝘀𝘁 𝗳𝗶𝗿𝗺𝘀 𝗷𝘂𝘀𝘁 𝗺𝗮𝗱𝗲 𝗮 𝗰𝗿𝗶𝘁𝗶𝗰𝗮𝗹 𝗺𝗶𝘀𝘁𝗮𝗸𝗲. Deloitte delivered a 526-page healthcare report to Newfoundland and Labrador — a CA$1.6 million work meant to guide policy around virtual care, staffing, and COVID-19 recovery. It turns out several citations inside rely on research that simply does not exist. Key references attribute real names to fabricated papers. GenAI tools likely helped produce those citations. For decades, firms like Deloitte have wrapped their value in a “knowledge moat.” That moat justified huge fees because access to curated research, expert analysis, and polished delivery was seen as scarce. Now AI is chipping away at that moat. When hallucinated citations pass as genuine academic sources, the cloak of expertise falls off. What once looked like a deep well of human scholarship turns out to be an emperor wearing no clothes. For anyone buying expertise, be they companies, governments or consultancies, this is a wake-up call. It is no longer enough to outsource to a brand name. You need transparency, verification, and real human oversight. AI makes it easy to sound smart. But it does not make it easy to be right. That is why truth becomes the rare product people, and businesses, value. 𝘽𝙚𝙨𝙞𝙙𝙚𝙨, 𝙬𝙝𝙚𝙣 𝙚𝙭𝙥𝙚𝙧𝙩 𝙠𝙣𝙤𝙬𝙡𝙚𝙙𝙜𝙚 𝙗𝙚𝙘𝙤𝙢𝙚𝙨 𝙙𝙚𝙢𝙤𝙘𝙧𝙖𝙩𝙞𝙨𝙚𝙙 𝙖𝙣𝙙 𝙙𝙚-𝙢𝙤𝙣𝙚𝙩𝙞𝙨𝙚𝙙, 𝙬𝙝𝙮 𝙞𝙣 𝙩𝙝𝙚 𝙬𝙤𝙧𝙡𝙙 𝙬𝙤𝙪𝙡𝙙 𝙮𝙤𝙪 𝙚𝙫𝙚𝙣 𝙚𝙫𝙚𝙣 𝙥𝙖𝙮 𝙢𝙞𝙡𝙡𝙞𝙤𝙣𝙨 𝙩𝙤 𝙖 𝙘𝙤𝙣𝙨𝙪𝙡𝙩𝙖𝙣𝙩? #AIethics #KnowledgeEconomy #Consulting #GenerativeAI #GovTech #PublicPolicy #ResearchIntegrity #Transparency #CorporateTrust #ProfessionalServices #AIaccountability #ThoughtLeadership
Deloitte Report's Fabricated Citations Exposed
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We can't have it both ways. Eventually, AI is going to replace ALMOST everything and everyone doing work based on simple/complex heuristics...in which case, orgs using AI should be expected... ...OR... ...use of AI has to be expressly prohibited. But counting on AI to be accurate...and accountable...and legally responsible...that's a whole other discussion that doesn't appear to be happening. Not nearly enough, anyway. #ai #genai #newfoundland #labrador #deloitte #problemsolving #projectmanagement
Founder of Culture Smart | Industrial-Organisational Psychologist | Licensed Psychometrician | Making Workplaces Better...for Everyone
Deloitte Canada is under scrutiny after the Government of Newfoundland & Labrador flagged AI-generated citations, non-existent sources, and unverifiable research in a CA$1.6 million healthcare workforce report. 𝗧𝗵𝗶𝘀 𝗰𝗼𝗺𝗲𝘀 𝗺𝗼𝗻𝘁𝗵𝘀 𝗮𝗳𝘁𝗲𝗿 𝗗𝗲𝗹𝗼𝗶𝘁𝘁𝗲 𝗔𝘂𝘀𝘁𝗿𝗮𝗹𝗶𝗮 𝗮𝗴𝗿𝗲𝗲𝗱 𝘁𝗼 𝗿𝗲𝗳𝘂𝗻𝗱 𝗽𝗮𝗿𝘁 𝗼𝗳 𝗮𝗻𝗼𝘁𝗵𝗲𝗿 𝗴𝗼𝘃𝗲𝗿𝗻𝗺𝗲𝗻𝘁 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁 𝗼���𝗲𝗿 𝗔𝗜-𝗹𝗶𝗻𝗸𝗲𝗱 𝗿𝗲𝗽𝗼𝗿𝘁 𝗲𝗿𝗿𝗼𝗿𝘀. So yes - this is now the second national government raising concerns about Deloitte’s research validity. 𝗪𝗵𝗮𝘁 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗵𝗮𝗽𝗽𝗲𝗻𝗲𝗱 𝗶𝗻 𝘁𝗵𝗲 𝗖𝗮𝗻𝗮𝗱𝗮 𝗰𝗮𝘀𝗲? The province hired Deloitte to produce a major report on healthcare workforce planning. During review, officials found: 1. Citations that pointed to papers that do not exist 2. References pulled from “AI-generated summaries” rather than real research 3. Incomplete or irrelevant sourcing 4. A lack of academic verification before submission 🔥 My analysis (as someone trained in research methodology): 𝗔𝗜 𝗶𝘀 𝗻𝗼𝘁 𝘁𝗵𝗲 𝘃𝗶𝗹𝗹𝗮𝗶𝗻 𝗵𝗲𝗿𝗲. 𝗧𝗵𝗲 𝗮𝗯𝘀𝗲𝗻𝗰𝗲 𝗼𝗳 𝗵𝘂𝗺𝗮𝗻 𝘃𝗲𝗿𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗶𝘀. A CA$1.6M report must meet basic academic standards: ✔ Real citations ✔ Verifiable data ✔ Clear methodology ✔ Human oversight The danger is not AI - it’s complacency, especially inside large firms where speed and scale sometimes overshadow rigor. 𝗧𝗵𝗲 𝗯𝗶𝗴𝗴𝗲𝗿 𝗹𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗹𝗲𝘀𝘀𝗼𝗻 If top consulting firms can deliver reports with hallucinated citations, imagine what’s happening inside organisations without strong research controls. This is the new era: AI can accelerate work. But humans must guarantee truth. Reputation isn’t lost through AI - It’s lost through a lack of accountability, critical thinking, and verification. 👉 What do you think? Should governments require AI-disclosure policies for all consulting work? ✨ Follow for careful, evidence-based insights on leadership, ethics, and workplace culture. #AI #Ethics #ResearchIntegrity #Leadership #Consulting #FutureOfWork #OrganizationalPsychology #Deloitte #Accountability #CultureSmart
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In an AI-accelerated world, it’s humans who must remain guarantors of truth, soundness of data and of analysis, and ultimately ethics. The recent string of news about big consulting companies sourcing AI in reports worth millions isn’t about AI use. It’s about shoddy work practices and questionable work ethics. One may even push it one step further and say it’s about greed and shameless margins. AI just brings all this into the limelight.
Founder of Culture Smart | Industrial-Organisational Psychologist | Licensed Psychometrician | Making Workplaces Better...for Everyone
Deloitte Canada is under scrutiny after the Government of Newfoundland & Labrador flagged AI-generated citations, non-existent sources, and unverifiable research in a CA$1.6 million healthcare workforce report. 𝗧𝗵𝗶𝘀 𝗰𝗼𝗺𝗲𝘀 𝗺𝗼𝗻𝘁𝗵𝘀 𝗮𝗳𝘁𝗲𝗿 𝗗𝗲𝗹𝗼𝗶𝘁𝘁𝗲 𝗔𝘂𝘀𝘁𝗿𝗮𝗹𝗶𝗮 𝗮𝗴𝗿𝗲𝗲𝗱 𝘁𝗼 𝗿𝗲𝗳𝘂𝗻𝗱 𝗽𝗮𝗿𝘁 𝗼𝗳 𝗮𝗻𝗼𝘁𝗵𝗲𝗿 𝗴𝗼𝘃𝗲𝗿𝗻𝗺𝗲𝗻𝘁 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁 𝗼𝘃𝗲𝗿 𝗔𝗜-𝗹𝗶𝗻𝗸𝗲𝗱 𝗿𝗲𝗽𝗼𝗿𝘁 𝗲𝗿𝗿𝗼𝗿𝘀. So yes - this is now the second national government raising concerns about Deloitte’s research validity. 𝗪𝗵𝗮𝘁 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗵𝗮𝗽𝗽𝗲𝗻𝗲𝗱 𝗶𝗻 𝘁𝗵𝗲 𝗖𝗮𝗻𝗮𝗱𝗮 𝗰𝗮𝘀𝗲? The province hired Deloitte to produce a major report on healthcare workforce planning. During review, officials found: 1. Citations that pointed to papers that do not exist 2. References pulled from “AI-generated summaries” rather than real research 3. Incomplete or irrelevant sourcing 4. A lack of academic verification before submission 🔥 My analysis (as someone trained in research methodology): 𝗔𝗜 𝗶𝘀 𝗻𝗼𝘁 𝘁𝗵𝗲 𝘃𝗶𝗹𝗹𝗮𝗶𝗻 𝗵𝗲𝗿𝗲. 𝗧𝗵𝗲 𝗮𝗯𝘀𝗲𝗻𝗰𝗲 𝗼𝗳 𝗵𝘂𝗺𝗮𝗻 𝘃𝗲𝗿𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗶𝘀. A CA$1.6M report must meet basic academic standards: ✔ Real citations ✔ Verifiable data ✔ Clear methodology ✔ Human oversight The danger is not AI - it’s complacency, especially inside large firms where speed and scale sometimes overshadow rigor. 𝗧𝗵𝗲 𝗯𝗶𝗴𝗴𝗲𝗿 𝗹𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗹𝗲𝘀𝘀𝗼𝗻 If top consulting firms can deliver reports with hallucinated citations, imagine what’s happening inside organisations without strong research controls. This is the new era: AI can accelerate work. But humans must guarantee truth. Reputation isn’t lost through AI - It’s lost through a lack of accountability, critical thinking, and verification. 👉 What do you think? Should governments require AI-disclosure policies for all consulting work? ✨ Follow for careful, evidence-based insights on leadership, ethics, and workplace culture. #AI #Ethics #ResearchIntegrity #Leadership #Consulting #FutureOfWork #OrganizationalPsychology #Deloitte #Accountability #CultureSmart
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AI Literacy Is No Longer Optional. It Is a Leadership Responsibility. The Deloitte Canada case, following Deloitte Australia just months earlier, stopped us in our tracks. Not because of the technology. Because of what it reveals about leadership. Two national governments. Two jurisdictions. The same concern. AI-assisted work delivered without sufficient human verification. This is not an AI failure. It is a failure of governance, accountability and critical judgement. We often talk about AI as if the key question were adoption. In reality, the question is far more uncomfortable. Do leaders truly understand what their AI systems produce, why they trust those outputs, and who remains accountable for the truth? AI accelerates work. It supports analysis. It enhances scale. What it does not do is validate sources, guarantee methodological rigour or carry responsibility for decisions. That responsibility always remains human. These cases expose a pattern I see repeatedly in organisations. - Speed overtakes reflection. - Outputs are trusted without sufficient challenge. - Accountability becomes diluted across tools and teams. - Reputational and regulatory risk is underestimated. If this can happen in global consulting firms, it can happen anywhere. This is why we believe AI literacy is now a core leadership capability. Not technical literacy. Decision literacy. The EU AI Act makes this explicit by placing responsibility on organisations to ensure human oversight, understanding and governance in AI-supported systems. This is not about compliance. It is about maturity. When boards and leadership teams treat AI as a technical or operational topic, they expose the organisation. When they treat it as a governance and leadership issue, they protect value, trust and credibility. In our work with leaders and organisations, one question consistently separates maturity from risk. Do you know what your AI is doing, and why you trust it? This question now belongs at the top of the agenda. Because the future of AI will not be decided by algorithms alone. It will be shaped by the quality of human judgement that guides them. Human Futures. Powered by Conscious AI. #AILiteracy #ResponsibleAI #AIGovernance #Leadership #HumanAICentric
Founder of Culture Smart | Industrial-Organisational Psychologist | Licensed Psychometrician | Making Workplaces Better...for Everyone
Deloitte Canada is under scrutiny after the Government of Newfoundland & Labrador flagged AI-generated citations, non-existent sources, and unverifiable research in a CA$1.6 million healthcare workforce report. 𝗧𝗵𝗶𝘀 𝗰𝗼𝗺𝗲𝘀 𝗺𝗼𝗻𝘁𝗵𝘀 𝗮𝗳𝘁𝗲𝗿 𝗗𝗲𝗹𝗼𝗶𝘁𝘁𝗲 𝗔𝘂𝘀𝘁𝗿𝗮𝗹𝗶𝗮 𝗮𝗴𝗿𝗲𝗲𝗱 𝘁𝗼 𝗿𝗲𝗳𝘂𝗻𝗱 𝗽𝗮𝗿𝘁 𝗼𝗳 𝗮𝗻𝗼𝘁𝗵𝗲𝗿 𝗴𝗼𝘃𝗲𝗿𝗻𝗺𝗲𝗻𝘁 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁 𝗼𝘃𝗲𝗿 𝗔𝗜-𝗹𝗶𝗻𝗸𝗲𝗱 𝗿𝗲𝗽𝗼𝗿𝘁 𝗲𝗿𝗿𝗼𝗿𝘀. So yes - this is now the second national government raising concerns about Deloitte’s research validity. 𝗪𝗵𝗮𝘁 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗵𝗮𝗽𝗽𝗲𝗻𝗲𝗱 𝗶𝗻 𝘁𝗵𝗲 𝗖𝗮𝗻𝗮𝗱𝗮 𝗰𝗮𝘀𝗲? The province hired Deloitte to produce a major report on healthcare workforce planning. During review, officials found: 1. Citations that pointed to papers that do not exist 2. References pulled from “AI-generated summaries” rather than real research 3. Incomplete or irrelevant sourcing 4. A lack of academic verification before submission 🔥 My analysis (as someone trained in research methodology): 𝗔𝗜 𝗶𝘀 𝗻𝗼𝘁 𝘁𝗵𝗲 𝘃𝗶𝗹𝗹𝗮𝗶𝗻 𝗵𝗲𝗿𝗲. 𝗧𝗵𝗲 𝗮𝗯𝘀𝗲𝗻𝗰𝗲 𝗼𝗳 𝗵𝘂𝗺𝗮𝗻 𝘃𝗲𝗿𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗶𝘀. A CA$1.6M report must meet basic academic standards: ✔ Real citations ✔ Verifiable data ✔ Clear methodology ✔ Human oversight The danger is not AI - it’s complacency, especially inside large firms where speed and scale sometimes overshadow rigor. 𝗧𝗵𝗲 𝗯𝗶𝗴𝗴𝗲𝗿 𝗹𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗹𝗲𝘀𝘀𝗼𝗻 If top consulting firms can deliver reports with hallucinated citations, imagine what’s happening inside organisations without strong research controls. This is the new era: AI can accelerate work. But humans must guarantee truth. Reputation isn’t lost through AI - It’s lost through a lack of accountability, critical thinking, and verification. 👉 What do you think? Should governments require AI-disclosure policies for all consulting work? ✨ Follow for careful, evidence-based insights on leadership, ethics, and workplace culture. #AI #Ethics #ResearchIntegrity #Leadership #Consulting #FutureOfWork #OrganizationalPsychology #Deloitte #Accountability #CultureSmart
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This is an uncomfortable moment for the consulting sector — and an important one. What this case exposes is not an “AI failure”, but a governance and accountability failure. AI did exactly what it does when used without methodological discipline: it produced plausible text without epistemic guarantees. What concerns me most is the assumption that scale equates to rigour. In practice, many small and mid-sized consulting firms operate with stronger standards than large firms precisely because: senior experts remain directly involved, research processes are transparent and auditable, and reputational risk is taken personally, not absorbed institutionally. This is where the AI conversation keeps going wrong. AI is not a shortcut to expertise. It is a tool that amplifies existing research cultures — good or bad. When organisations do not understand the proper role of AI in research, analysis, and evidence production, they mistake speed for quality and automation for judgement. The result is not innovation; it is methodological erosion. If anything, this moment should prompt clients and governments to ask better questions: Who is accountable for verification? What research standards are non-negotiable? And how is AI actually governed inside consulting workflows? The future of credible consulting will not belong to the biggest firms. It will belong to those — often smaller — who combine AI literacy with human judgement, methodological clarity, and ethical responsibility. That is the standard we should be raising.
Founder of Culture Smart | Industrial-Organisational Psychologist | Licensed Psychometrician | Making Workplaces Better...for Everyone
Deloitte Canada is under scrutiny after the Government of Newfoundland & Labrador flagged AI-generated citations, non-existent sources, and unverifiable research in a CA$1.6 million healthcare workforce report. 𝗧𝗵𝗶𝘀 𝗰𝗼𝗺𝗲𝘀 𝗺𝗼𝗻𝘁𝗵𝘀 𝗮𝗳𝘁𝗲𝗿 𝗗𝗲𝗹𝗼𝗶𝘁𝘁𝗲 𝗔𝘂𝘀𝘁𝗿𝗮𝗹𝗶𝗮 𝗮𝗴𝗿𝗲𝗲𝗱 𝘁𝗼 𝗿𝗲𝗳𝘂𝗻𝗱 𝗽𝗮𝗿𝘁 𝗼𝗳 𝗮𝗻𝗼𝘁𝗵𝗲𝗿 𝗴𝗼𝘃𝗲𝗿𝗻𝗺𝗲𝗻𝘁 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁 𝗼𝘃𝗲𝗿 𝗔𝗜-𝗹𝗶𝗻𝗸𝗲𝗱 𝗿𝗲𝗽𝗼𝗿𝘁 𝗲𝗿𝗿𝗼𝗿𝘀. So yes - this is now the second national government raising concerns about Deloitte’s research validity. 𝗪𝗵𝗮𝘁 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗵𝗮𝗽𝗽𝗲𝗻𝗲𝗱 𝗶𝗻 𝘁𝗵𝗲 𝗖𝗮𝗻𝗮𝗱𝗮 𝗰𝗮𝘀𝗲? The province hired Deloitte to produce a major report on healthcare workforce planning. During review, officials found: 1. Citations that pointed to papers that do not exist 2. References pulled from “AI-generated summaries” rather than real research 3. Incomplete or irrelevant sourcing 4. A lack of academic verification before submission 🔥 My analysis (as someone trained in research methodology): 𝗔𝗜 𝗶𝘀 𝗻𝗼𝘁 𝘁𝗵𝗲 𝘃𝗶𝗹𝗹𝗮𝗶𝗻 𝗵𝗲𝗿𝗲. 𝗧𝗵𝗲 𝗮𝗯𝘀𝗲𝗻𝗰𝗲 𝗼𝗳 𝗵𝘂𝗺𝗮𝗻 𝘃𝗲𝗿𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗶𝘀. A CA$1.6M report must meet basic academic standards: ✔ Real citations ✔ Verifiable data ✔ Clear methodology ✔ Human oversight The danger is not AI - it’s complacency, especially inside large firms where speed and scale sometimes overshadow rigor. 𝗧𝗵𝗲 𝗯𝗶𝗴𝗴𝗲𝗿 𝗹𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗹𝗲𝘀𝘀𝗼𝗻 If top consulting firms can deliver reports with hallucinated citations, imagine what’s happening inside organisations without strong research controls. This is the new era: AI can accelerate work. But humans must guarantee truth. Reputation isn’t lost through AI - It’s lost through a lack of accountability, critical thinking, and verification. 👉 What do you think? Should governments require AI-disclosure policies for all consulting work? ✨ Follow for careful, evidence-based insights on leadership, ethics, and workplace culture. #AI #Ethics #ResearchIntegrity #Leadership #Consulting #FutureOfWork #OrganizationalPsychology #Deloitte #Accountability #CultureSmart
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Whereas embracing AI is not an option, we must do it carefully. Good corporate governance requires accountability and integrity. AI is not 100% accurate.A Corroborative approach is encouraged.
Founder of Culture Smart | Industrial-Organisational Psychologist | Licensed Psychometrician | Making Workplaces Better...for Everyone
Deloitte Canada is under scrutiny after the Government of Newfoundland & Labrador flagged AI-generated citations, non-existent sources, and unverifiable research in a CA$1.6 million healthcare workforce report. 𝗧𝗵𝗶𝘀 𝗰𝗼𝗺𝗲𝘀 𝗺𝗼𝗻𝘁𝗵𝘀 𝗮𝗳𝘁𝗲𝗿 𝗗𝗲𝗹𝗼𝗶𝘁𝘁𝗲 𝗔𝘂𝘀𝘁𝗿𝗮𝗹𝗶𝗮 𝗮𝗴𝗿𝗲𝗲𝗱 𝘁𝗼 𝗿𝗲𝗳𝘂𝗻𝗱 𝗽𝗮𝗿𝘁 𝗼𝗳 𝗮𝗻𝗼𝘁𝗵𝗲𝗿 𝗴𝗼𝘃𝗲𝗿𝗻𝗺𝗲𝗻𝘁 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁 𝗼𝘃𝗲𝗿 𝗔𝗜-𝗹𝗶𝗻𝗸𝗲𝗱 𝗿𝗲𝗽𝗼𝗿𝘁 𝗲𝗿𝗿𝗼𝗿𝘀. So yes - this is now the second national government raising concerns about Deloitte’s research validity. 𝗪𝗵𝗮𝘁 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗵𝗮𝗽𝗽𝗲𝗻𝗲𝗱 𝗶𝗻 𝘁𝗵𝗲 𝗖𝗮𝗻𝗮𝗱𝗮 𝗰𝗮𝘀𝗲? The province hired Deloitte to produce a major report on healthcare workforce planning. During review, officials found: 1. Citations that pointed to papers that do not exist 2. References pulled from “AI-generated summaries” rather than real research 3. Incomplete or irrelevant sourcing 4. A lack of academic verification before submission 🔥 My analysis (as someone trained in research methodology): 𝗔𝗜 𝗶𝘀 𝗻𝗼𝘁 𝘁𝗵𝗲 𝘃𝗶𝗹𝗹𝗮𝗶𝗻 𝗵𝗲𝗿𝗲. 𝗧𝗵𝗲 𝗮𝗯𝘀𝗲𝗻𝗰𝗲 𝗼𝗳 𝗵𝘂𝗺𝗮𝗻 𝘃𝗲𝗿𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗶𝘀. A CA$1.6M report must meet basic academic standards: ✔ Real citations ✔ Verifiable data ✔ Clear methodology ✔ Human oversight The danger is not AI - it’s complacency, especially inside large firms where speed and scale sometimes overshadow rigor. 𝗧𝗵𝗲 𝗯𝗶𝗴𝗴𝗲𝗿 𝗹𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗹𝗲𝘀𝘀𝗼𝗻 If top consulting firms can deliver reports with hallucinated citations, imagine what’s happening inside organisations without strong research controls. This is the new era: AI can accelerate work. But humans must guarantee truth. Reputation isn’t lost through AI - It’s lost through a lack of accountability, critical thinking, and verification. 👉 What do you think? Should governments require AI-disclosure policies for all consulting work? ✨ Follow for careful, evidence-based insights on leadership, ethics, and workplace culture. #AI #Ethics #ResearchIntegrity #Leadership #Consulting #FutureOfWork #OrganizationalPsychology #Deloitte #Accountability #CultureSmart
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Well well well! Thats why credibility of “researchers” and “research” are important, and strong, robust, ethical standards and methodology are important, as we ensure and protect as academics/researchers/condultants. AI is an opportunity and tool, in and for research and researchers respectively, to be used wisely and responsibly, not loosely. This is exactly what we have been discussing at the Academy of International Business MENA annual conference 2025 in Dubai.
Founder of Culture Smart | Industrial-Organisational Psychologist | Licensed Psychometrician | Making Workplaces Better...for Everyone
Deloitte Canada is under scrutiny after the Government of Newfoundland & Labrador flagged AI-generated citations, non-existent sources, and unverifiable research in a CA$1.6 million healthcare workforce report. 𝗧𝗵𝗶𝘀 𝗰𝗼𝗺𝗲𝘀 𝗺𝗼𝗻𝘁𝗵𝘀 𝗮𝗳𝘁𝗲𝗿 𝗗𝗲𝗹𝗼𝗶𝘁𝘁𝗲 𝗔𝘂𝘀𝘁𝗿𝗮𝗹𝗶𝗮 𝗮𝗴𝗿𝗲𝗲𝗱 𝘁𝗼 𝗿𝗲𝗳𝘂𝗻𝗱 𝗽𝗮𝗿𝘁 𝗼𝗳 𝗮𝗻𝗼𝘁𝗵𝗲𝗿 𝗴𝗼𝘃𝗲𝗿𝗻𝗺𝗲𝗻𝘁 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁 𝗼𝘃𝗲𝗿 𝗔𝗜-𝗹𝗶𝗻𝗸𝗲𝗱 𝗿𝗲𝗽𝗼𝗿𝘁 𝗲𝗿𝗿𝗼𝗿𝘀. So yes - this is now the second national government raising concerns about Deloitte’s research validity. 𝗪𝗵𝗮𝘁 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗵𝗮𝗽𝗽𝗲𝗻𝗲𝗱 𝗶𝗻 𝘁𝗵𝗲 𝗖𝗮𝗻𝗮𝗱𝗮 𝗰𝗮𝘀𝗲? The province hired Deloitte to produce a major report on healthcare workforce planning. During review, officials found: 1. Citations that pointed to papers that do not exist 2. References pulled from “AI-generated summaries” rather than real research 3. Incomplete or irrelevant sourcing 4. A lack of academic verification before submission 🔥 My analysis (as someone trained in research methodology): 𝗔𝗜 𝗶𝘀 𝗻𝗼𝘁 𝘁𝗵𝗲 𝘃𝗶𝗹𝗹𝗮𝗶𝗻 𝗵𝗲𝗿𝗲. 𝗧𝗵𝗲 𝗮𝗯𝘀𝗲𝗻𝗰𝗲 𝗼𝗳 𝗵𝘂𝗺𝗮𝗻 𝘃𝗲𝗿𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗶𝘀. A CA$1.6M report must meet basic academic standards: ✔ Real citations ✔ Verifiable data ✔ Clear methodology ✔ Human oversight The danger is not AI - it’s complacency, especially inside large firms where speed and scale sometimes overshadow rigor. 𝗧𝗵𝗲 𝗯𝗶𝗴𝗴𝗲𝗿 𝗹𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗹𝗲𝘀𝘀𝗼𝗻 If top consulting firms can deliver reports with hallucinated citations, imagine what’s happening inside organisations without strong research controls. This is the new era: AI can accelerate work. But humans must guarantee truth. Reputation isn’t lost through AI - It’s lost through a lack of accountability, critical thinking, and verification. 👉 What do you think? Should governments require AI-disclosure policies for all consulting work? ✨ Follow for careful, evidence-based insights on leadership, ethics, and workplace culture. #AI #Ethics #ResearchIntegrity #Leadership #Consulting #FutureOfWork #OrganizationalPsychology #Deloitte #Accountability #CultureSmart
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Deloitte is one of many high profile firms promoting the privatization of #healthcare. Their for profit clients expect them to do so and they get handsomely rewarded for it. Therefore, it should be no surprise that they would use every trick in the book to get their way.
Founder of Culture Smart | Industrial-Organisational Psychologist | Licensed Psychometrician | Making Workplaces Better...for Everyone
Deloitte Canada is under scrutiny after the Government of Newfoundland & Labrador flagged AI-generated citations, non-existent sources, and unverifiable research in a CA$1.6 million healthcare workforce report. 𝗧𝗵𝗶𝘀 𝗰𝗼𝗺𝗲𝘀 𝗺𝗼𝗻𝘁𝗵𝘀 𝗮𝗳𝘁𝗲𝗿 𝗗𝗲𝗹𝗼𝗶𝘁𝘁𝗲 𝗔𝘂𝘀𝘁𝗿𝗮𝗹𝗶𝗮 𝗮𝗴𝗿𝗲𝗲𝗱 𝘁𝗼 𝗿𝗲𝗳𝘂𝗻𝗱 𝗽𝗮𝗿𝘁 𝗼𝗳 𝗮𝗻𝗼𝘁𝗵𝗲𝗿 𝗴𝗼𝘃𝗲𝗿𝗻𝗺𝗲𝗻𝘁 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁 𝗼𝘃𝗲𝗿 𝗔𝗜-𝗹𝗶𝗻𝗸𝗲𝗱 𝗿𝗲𝗽𝗼𝗿𝘁 𝗲𝗿𝗿𝗼𝗿𝘀. So yes - this is now the second national government raising concerns about Deloitte’s research validity. 𝗪𝗵𝗮𝘁 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗵𝗮𝗽𝗽𝗲𝗻𝗲𝗱 𝗶𝗻 𝘁𝗵𝗲 𝗖𝗮𝗻𝗮𝗱𝗮 𝗰𝗮𝘀𝗲? The province hired Deloitte to produce a major report on healthcare workforce planning. During review, officials found: 1. Citations that pointed to papers that do not exist 2. References pulled from “AI-generated summaries” rather than real research 3. Incomplete or irrelevant sourcing 4. A lack of academic verification before submission 🔥 My analysis (as someone trained in research methodology): 𝗔𝗜 𝗶𝘀 𝗻𝗼𝘁 𝘁𝗵𝗲 𝘃𝗶𝗹𝗹𝗮𝗶𝗻 𝗵𝗲𝗿𝗲. 𝗧𝗵𝗲 𝗮𝗯𝘀𝗲𝗻𝗰𝗲 𝗼𝗳 𝗵𝘂𝗺𝗮𝗻 𝘃𝗲𝗿𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗶𝘀. A CA$1.6M report must meet basic academic standards: ✔ Real citations ✔ Verifiable data ✔ Clear methodology ✔ Human oversight The danger is not AI - it’s complacency, especially inside large firms where speed and scale sometimes overshadow rigor. 𝗧𝗵𝗲 𝗯𝗶𝗴𝗴𝗲𝗿 𝗹𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗹𝗲𝘀𝘀𝗼𝗻 If top consulting firms can deliver reports with hallucinated citations, imagine what’s happening inside organisations without strong research controls. This is the new era: AI can accelerate work. But humans must guarantee truth. Reputation isn’t lost through AI - It’s lost through a lack of accountability, critical thinking, and verification. 👉 What do you think? Should governments require AI-disclosure policies for all consulting work? ✨ Follow for careful, evidence-based insights on leadership, ethics, and workplace culture. #AI #Ethics #ResearchIntegrity #Leadership #Consulting #FutureOfWork #OrganizationalPsychology #Deloitte #Accountability #CultureSmart
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Another example highlighting the importance of the human skills that need to enhance and support the use of AI not replace it...... #TheLeadershipCoLab #FigPractice
Founder of Culture Smart | Industrial-Organisational Psychologist | Licensed Psychometrician | Making Workplaces Better...for Everyone
Deloitte Canada is under scrutiny after the Government of Newfoundland & Labrador flagged AI-generated citations, non-existent sources, and unverifiable research in a CA$1.6 million healthcare workforce report. 𝗧𝗵𝗶𝘀 𝗰𝗼𝗺𝗲𝘀 𝗺𝗼𝗻𝘁𝗵𝘀 𝗮𝗳𝘁𝗲𝗿 𝗗𝗲𝗹𝗼𝗶𝘁𝘁𝗲 𝗔𝘂𝘀𝘁𝗿𝗮𝗹𝗶𝗮 𝗮𝗴𝗿𝗲𝗲𝗱 𝘁𝗼 𝗿𝗲𝗳𝘂𝗻𝗱 𝗽𝗮𝗿𝘁 𝗼𝗳 𝗮𝗻𝗼𝘁𝗵𝗲𝗿 𝗴𝗼𝘃𝗲𝗿𝗻𝗺𝗲𝗻𝘁 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁 𝗼𝘃𝗲𝗿 𝗔𝗜-𝗹𝗶𝗻𝗸𝗲𝗱 𝗿𝗲𝗽𝗼𝗿𝘁 𝗲𝗿𝗿𝗼𝗿𝘀. So yes - this is now the second national government raising concerns about Deloitte’s research validity. 𝗪𝗵𝗮𝘁 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗵𝗮𝗽𝗽𝗲𝗻𝗲𝗱 𝗶𝗻 𝘁𝗵𝗲 𝗖𝗮𝗻𝗮𝗱𝗮 𝗰𝗮𝘀𝗲? The province hired Deloitte to produce a major report on healthcare workforce planning. During review, officials found: 1. Citations that pointed to papers that do not exist 2. References pulled from “AI-generated summaries” rather than real research 3. Incomplete or irrelevant sourcing 4. A lack of academic verification before submission 🔥 My analysis (as someone trained in research methodology): 𝗔𝗜 𝗶𝘀 𝗻𝗼𝘁 𝘁𝗵𝗲 𝘃𝗶𝗹𝗹𝗮𝗶𝗻 𝗵𝗲𝗿𝗲. 𝗧𝗵𝗲 𝗮𝗯𝘀𝗲𝗻𝗰𝗲 𝗼𝗳 𝗵𝘂𝗺𝗮𝗻 𝘃𝗲𝗿𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗶𝘀. A CA$1.6M report must meet basic academic standards: ✔ Real citations ✔ Verifiable data ✔ Clear methodology ✔ Human oversight The danger is not AI - it’s complacency, especially inside large firms where speed and scale sometimes overshadow rigor. 𝗧𝗵𝗲 𝗯𝗶𝗴𝗴𝗲𝗿 𝗹𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗹𝗲𝘀𝘀𝗼𝗻 If top consulting firms can deliver reports with hallucinated citations, imagine what’s happening inside organisations without strong research controls. This is the new era: AI can accelerate work. But humans must guarantee truth. Reputation isn’t lost through AI - It’s lost through a lack of accountability, critical thinking, and verification. 👉 What do you think? Should governments require AI-disclosure policies for all consulting work? ✨ Follow for careful, evidence-based insights on leadership, ethics, and workplace culture. #AI #Ethics #ResearchIntegrity #Leadership #Consulting #FutureOfWork #OrganizationalPsychology #Deloitte #Accountability #CultureSmart
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This is sad though! AI is the future we say- true! But let us not allow AI ruin us just yet. Research should be hinged on Strong Methodologies, Rigour & insights - AI cannot do this yet!
Founder of Culture Smart | Industrial-Organisational Psychologist | Licensed Psychometrician | Making Workplaces Better...for Everyone
Deloitte Canada is under scrutiny after the Government of Newfoundland & Labrador flagged AI-generated citations, non-existent sources, and unverifiable research in a CA$1.6 million healthcare workforce report. 𝗧𝗵𝗶𝘀 𝗰𝗼𝗺𝗲𝘀 𝗺𝗼𝗻𝘁𝗵𝘀 𝗮𝗳𝘁𝗲𝗿 𝗗𝗲𝗹𝗼𝗶𝘁𝘁𝗲 𝗔𝘂𝘀𝘁𝗿𝗮𝗹𝗶𝗮 𝗮𝗴𝗿𝗲𝗲𝗱 𝘁𝗼 𝗿𝗲𝗳𝘂𝗻𝗱 𝗽𝗮𝗿𝘁 𝗼𝗳 𝗮𝗻𝗼𝘁𝗵𝗲𝗿 𝗴𝗼𝘃𝗲𝗿𝗻𝗺𝗲𝗻𝘁 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁 𝗼𝘃𝗲𝗿 𝗔𝗜-𝗹𝗶𝗻𝗸𝗲𝗱 𝗿𝗲𝗽𝗼𝗿𝘁 𝗲𝗿𝗿𝗼𝗿𝘀. So yes - this is now the second national government raising concerns about Deloitte’s research validity. 𝗪𝗵𝗮𝘁 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗵𝗮𝗽𝗽𝗲𝗻𝗲𝗱 𝗶𝗻 𝘁𝗵𝗲 𝗖𝗮𝗻𝗮𝗱𝗮 𝗰𝗮𝘀𝗲? The province hired Deloitte to produce a major report on healthcare workforce planning. During review, officials found: 1. Citations that pointed to papers that do not exist 2. References pulled from “AI-generated summaries” rather than real research 3. Incomplete or irrelevant sourcing 4. A lack of academic verification before submission 🔥 My analysis (as someone trained in research methodology): 𝗔𝗜 𝗶𝘀 𝗻𝗼𝘁 𝘁𝗵𝗲 𝘃𝗶𝗹𝗹𝗮𝗶𝗻 𝗵𝗲𝗿𝗲. 𝗧𝗵𝗲 𝗮𝗯𝘀𝗲𝗻𝗰𝗲 𝗼𝗳 𝗵𝘂𝗺𝗮𝗻 𝘃𝗲𝗿𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗶𝘀. A CA$1.6M report must meet basic academic standards: ✔ Real citations ✔ Verifiable data ✔ Clear methodology ✔ Human oversight The danger is not AI - it’s complacency, especially inside large firms where speed and scale sometimes overshadow rigor. 𝗧𝗵𝗲 𝗯𝗶𝗴𝗴𝗲𝗿 𝗹𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗹𝗲𝘀𝘀𝗼𝗻 If top consulting firms can deliver reports with hallucinated citations, imagine what’s happening inside organisations without strong research controls. This is the new era: AI can accelerate work. But humans must guarantee truth. Reputation isn’t lost through AI - It’s lost through a lack of accountability, critical thinking, and verification. 👉 What do you think? Should governments require AI-disclosure policies for all consulting work? ✨ Follow for careful, evidence-based insights on leadership, ethics, and workplace culture. #AI #Ethics #ResearchIntegrity #Leadership #Consulting #FutureOfWork #OrganizationalPsychology #Deloitte #Accountability #CultureSmart
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