IMN

The Billion-Dollar Cost of "Trusting AI" 📉🤖

AI is transforming industries, but when it fails, it fails hard. Here are 6 cautionary tales of the catastrophic errors caused by AI:


• Real Estate: Zillow shut down its home-buying division and took a $500M+ loss after its pricing algorithm couldn't account for market shifts, causing it to overpay for thousands of homes.


• Healthcare: IBM Watson was marketed to "eradicate cancer" but was trained on hypothetical cases. It ended up recommending unsafe treatments, such as prescribing blood-thinners to a patient with severe bleeding.


• Legal: In Mata v. Avianca, lawyers were sanctioned for submitting a brief full of fake case law invented by ChatGPT, which they failed to verify.


• Finance: A Hong Kong tycoon sued after an AI supercomputer managed by Tyndaris Investments lost $20 million in a single day, despite simulations promising massive returns.


• Military: Reports indicate the IDF used an AI system named "Lavender" to generate kill lists in Gaza with a 10% error rate, often with human officers spending only 20 seconds "rubber-stamping" the machine's decision.


• Public Service: Chatbots for Air Canada and NYC’s MyCity hallucinated non-existent refund policies and gave business advice that violated city laws, forcing organizations to take liability for the AI's words.


The Lesson: Automation without verification isn’t innovation—it’s a liability.
#Hallucinations #AITools #CostlyMistakes #Errors #AIGovernance #AIErrors #AIHallucinations


To learn how IMN's pioneering market intelligence platform almost fully eliminates AI hallucination, visit www.myimn.com

1 week ago | [YT] | 1

IMN

The Hidden Cost of AI in 2026 🚨

IMN analysed multiple datasets—including news coverage, documented corporate case studies, and enterprise AI surveys—to assess the damage that unverified AI data costs businesses in 2026. This is what we found:

• 💸 $644 Billion Burned: US companies spent a record $644B on enterprise AI in 2025, yet 95% of pilots failed to deliver measurable profit.

• 📉 $67.4 Billion in Losses: Businesses lost this amount in a single year specifically due to AI hallucinations and the resulting abandoned projects.

• ⏳ The 40% "Productivity Tax": Instead of saving time, frequent AI users now spend 40% of their "saved" time double-checking and fixing the AI's mistakes.

• 🤯 79% Hallucination Rate: Contrary to the hype, newer "reasoning" models (like o4-mini) hallucinated up to 79% of the time on specific benchmarks.

• 👔 47% of Executives admit to making major strategic, financial, or hiring decisions based on unverified or hallucinated AI data.

• 🕵️ $25.6 Million Heist: A single finance worker transferred $25.6M to scammers after being deceived by a deepfake video conference of their CFO.

• 👻 $670,000 Breach Premium: Data breaches involving "Shadow AI" (unapproved tools) cost companies an average of 16% more than standard breaches.

#AIHallucinations #ShadowAI #ROI #AIGovernance #liability #DeepFakeAwareness #HumanInTheLoop

Visit www.myimn.com for more.

1 month ago | [YT] | 2

IMN

How have world approval ratings changed in 2026?

↗️ China / Xi: 77%
↗️ Indonesia / Subianto: 76%
↗️ India / Modi: 75%
↘️ USA / Trump: 47%

1 month ago | [YT] | 1

IMN

How the "Donroe Doctrine" affects you:

• The New Trade Reality: How universal tariffs and the dismantling of the post-1945 order are driving a "competitiveness crisis" in Europe and sticky inflation in the US.

• The Venezuela Gamble: The economic realities behind the military intervention in Caracas and the pursuit of $50/barrel oil.

• The Trust Shift: Why global institutional trust is plummeting for the US while rising superpowers like India emerge as new "trust hubs" for capital.

• Investment Strategy: Navigating the "Pax Silica" alliance, the end of the "China+1" supply chain model, and the rise of the "aspiration economy" in the Global South.

1 month ago | [YT] | 1

IMN

How Will 2026 Affect Your Job or Business?

IMN's 2026 geopolitical outlook reveals 8 of the starkest realities facing global businesses and citizens this year:

• Stifled Mobility: The fracturing of long-standing multilateral partnerships will impact business, capital, and job flow mobility between erstwhile partners, whilst increasing it between new trade corridors.

• The Great Pivot: Tariffs, sanctions, and 'disrespect' will accelerate the pace at which major powers and US allies such as the EU, India, and South America pivot away from the US.

• Trust: Confidence in US leadership has plummeted globally and will outlast Trump 47. America will see a longer-term decline in investment, tourism, and global goodwill.

• Defence Spending: Nations will seek new independent security pacts, especially post-Venezuela, and will also buy more non-American defence equipment.

• US & Global Economy: The probability of a recession sits as high as 35%, especially given the reliance of the US economy on its AI behemoths.

• Capital: Global investment growth remains subdued and will shift to new markets and the Global South.

• Diminished Government Support: American and European citizens in particular will face contracting social security and small business support, as well as higher direct or stealth taxes, as governments struggle to balance budgets.

• Job Insecurity: Coupled with trade shocks and broader financial pressures on businesses, AI adoption will threaten job security throughout America and Europe at the fastest pace since the advent of AI.

If you need better end-to-end external business intelligence to navigate 2026’s rapidly changing realities, visit www.myimn.com

#2026Outlook #Geopolitics #GlobalEconomy #RiskMitigation #FutureOfWork #BusinessIntelligence #DonroeDoctrine

1 month ago | [YT] | 2

IMN

Operation Absolute Resolve wasn't just about a capture; it was about the 303 billion barrels of oil sitting beneath Venezuela. That’s 17% of the world's total supply.

President Trump has declared the US will "run" the country and sell the oil to reimburse the cost of the operation, calling it the "Donroe Doctrine". A new era of "assertive unilateralism" has officially begun.

#Venezuela #OperationAbsoluteResolve #Trump #Oil #Maduro #DonroeDoctrine #Geopolitics

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1 month ago | [YT] | 1

IMN

Let us know if you have used business tools for wildly divergent use cases! We'd love to know, and may even create a product update inspired by your story. 😊😍

2 months ago | [YT] | 2

IMN

New research-and even comments from a former Chinese Prime Minister--suggest that the real size of China's GDP is as much as 60% smaller than official figures.

Multiple sources claim that decreasing VAT revenue, electricity use and rail cargo in recent years, and even satellite analysis of night time light intensity in China, all prove that China's regional GDP figures, which directly inform China's national GDP and growth figures, have been heavily exaggerated for close to two decades.

2 months ago | [YT] | 2

IMN

Is China’s GDP faked, and up to 60% smaller than reported?

Research by multiple economists suggests that China’s real economic size may be 30–60% smaller than official figures claim.

They cite multiple sources including decreasing VAT revenue, electricity use and rail cargo in recent years, and even satellite analysis of night time light intensity in China.

Listen to our forthcoming podcast for detailed analysis as to how China may have fudged its GDP data for decades, and ask yourself: if China’s GDP is so massively overstated, why is this not so widely reported?

#ChinaEconomy #GDPAnalysis #ChinaGDP #ChinaNews #WorldEconomy #Geopolitics #DidYouKnowThat

2 months ago | [YT] | 2

IMN

🔌 Thomas Edison was told he was "too stupid to learn", as he kept on failing, again and again and again. But he persevered through countless such failed experiments before inventing the light bulb. His tenacity spoke for itself, and has literally shone light into human existence ever since.

📈 India's Dhirubhai Ambani faced numerous setbacks from early in life, including growing up in a slum, repeatedly failing to secure funds, to being stalled repeatedly by corrupt and obstructive politicians. Yet he never lost sight of his dreams, and ultimately built, in just a few decades, one of the world's largest business conglomerates.

📚 Britain's JK Rowling was a single mother living on welfare, rejected endless times by multiple publishers before finding one who finally believed in *Harry Potter*. She never gave up, turned her pain into inspiration, and reminds us all that success often comes on the heels of deep personal adversity.

These stories remind us that persistence always pays off. 🌈 No matter how many times you stumble, please just keep going. Your breakthrough might be just around the corner! 💖

#NeverGiveUp #Inspiration #SuccessStories #ambition #ambani #dhirubhaiambani #dhirubhai #mukeshambani #relianceindustries #eddison #jkrowling

2 months ago | [YT] | 3