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Microsoft Admits it was Wrong About AI

For years the pitch was: AI will replace programmers, office workers, most white-collar jobs. The story now emerging from inside the industry is different, AI is turning out to be too expensive to actually replace humans at scale.

The Reveal "Firing the Digital Worker"
Microsoft has reportedly started pulling back some of its internal AI tools. The framing: companies quietly walking back deployments they once championed, because the math isn't working the way leadership promised.

The Tokenmaxxing Trap
AI "agents" don't just cost a flat subscription, every action burns tokens, and complex tasks can burn through huge volumes of them. Costs scale with usage in a way that's much harder to predict (and control) than traditional software licensing.

The Agentic Scam
The "AI agent" hype (agents that autonomously complete multi-step work) is put under scrutiny, agents often need way more compute, retries, and oversight than advertised, undercutting the "replace a whole employee" pitch.

The Inference Wall
This is about the cost of actually running trained models (inference) at scale, not training them. As usage grows, inference costs don't shrink the way people assumed; they can balloon, especially for agentic/multi-step workflows.

The Margin Collapse
Case in point: Uber apparently burned through its AI budget in just a few months. This is as a flagship example of how quickly "let AI handle it" can turn into a runaway expense line rather than a cost-saving one.

The Efficiency Paradox
The core irony: AI is sold as an efficiency/cost-cutting tool, but when you account for token costs, error correction, human oversight, and infrastructure (Nvidia hardware demand etc.), the "efficient" option isn't always cheaper than a human employee.

The Reckoning "The Human Victory"
This isn't necessarily the end of the AI boom, but it may be a real reality check, evidence that full human replacement is economically harder than CEOs promised, at least right now.

Source: The Infographics Show YouTube Video

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What Kenyans are facing in South Africa.

The scale: Kenya has an estimated 27,000+ citizens living and working in South Africa. As of July 2, 240 Kenyans had registered for emergency assistance with the Kenyan High Commission in Pretoria.

The evacuations began fast. A multi-agency Kenyan government team was activated on a Sunday to coordinate the safe return of citizens as tensions escalated. The first flights landed within days.

By July 2, 151 Kenyans had already been flown home in phased flights, with groups arriving on June 30 and July 1 via Kenya Airways, and more scheduled daily.

Why now? Anti-immigrant groups had set an unofficial deadline of June 30 demanding foreigners leave South Africa, sparking a fresh wave of protests and violence nationwide.

This isn't isolated to Kenyans. Ghana and Nigeria have carried out similar evacuation operations, and Uganda has also ordered evacuation of its nationals as the unrest spreads across foreign communities.

The human cost, in returnees' own words (paraphrased): many say they lost businesses to looting, were forced from their jobs, and were told outright by locals to leave the country. Some described being forced from their homes and witnessing attacks on fellow African migrants, including Malawians.

One striking case: Ruth Wambui, who had lived in South Africa over ten years working in the beauty industry, described groups entering homes of foreign families and forcing them out and watching businesses built over years destroyed.

The data behind the fear: ACLED recorded 61 anti-migrant demonstration incidents nationwide between April and mid-June 2026, and at least 148 migrants have been killed in attacks since 2022, making 2026 the deadliest year yet.

Documentation is its own crisis. Some Kenyans lack valid travel documents after overstaying visas or losing passports, forcing Kenya's High Commission in Pretoria to issue temporary travel passes just to get people home.

Government response: Kenya's Prime CS Musalia Mudavadi spoke directly with SA's International Relations Minister Ronald Lamola, who assured Kenya that measures were being taken to protect Kenyans and other foreign nationals.

But this is a recurring wound, not a one-off. Major xenophobic outbreaks hit South Africa in 2008, 2015, and 2019, each time leaving deaths, displacement, and looted foreign-owned businesses in its wake.

So, is this the end of the Rainbow Nation dream? The constitution still promises unity across race and origin. But when 148+ migrants are dead since 2022 and neighboring governments are running evacuation flights, the gap between the ideal and the reality is getting hard to ignore.

For any Kenyans still in SA: the Diaspora Response Centre is reachable 24/7. Stay off protest routes, carry valid ID, and register with the High Commission in Pretoria if you need help getting home.

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@osama_novara Active and connecting verified users @TheGodfident

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What are you selling today?
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