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Tech Beat · 2 AM Update

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Canada is making a significant move toward technological sovereignty. Ottawa announced a new AI for All national strategy, directing one billion Canadian dollars — roughly seven hundred nineteen million US — toward expanding domestic AI adoption and supporting homegrown talent. The message is clear: Canada wants its own AI future, not one built in Silicon Valley.

Shifting to cybersecurity, a new extortion group called Pink has emerged, and its methods are unsettlingly low-tech. The gang uses voice phishing and fake helpdesk calls to talk their way into corporate IT environments, steal sensitive data, and then demand ransom. Researchers at Palo Alto Networks believe Pink may be a rebrand of a previously known group called BlackFile, suggesting seasoned criminals simply changing their name and carrying on.

And finally, a story that cuts against the AI hype cycle. A developer writing candidly about large language model chatbots describes a daily pattern of disappointment — hallucinations, confident wrong answers, and tasks that should be simple turning unreliable. It's a useful counterweight to the breathless optimism, reminding us that the gap between what these tools promise and what they consistently deliver remains very real.

Keep surfing. Tech Beat out.

Sources

  1. https://news.ycombinator.com/item?id=48406829
  2. https://umrashrf.github.io/llm-ai-chatbots-are-letting-me-down-every-single-day/
  3. https://www.youtube.com/watch?v=B77Hb2SKJZo
  4. https://www.techradar.com/televisions/looking-to-buy-a-new-samsung-mini-led-tv-for-the-world-cup-i-tested-two-side-by-side-and-its-an-opportune-time-to-pick-up-2025s-flagship-set-with-prime-day-coming-up
  5. https://www.theregister.com/cyber-crime/2026/06/04/pink-is-the-latest-goon-squad-to-use-fake-helpdesk-calls-to-steal-creds/5251434
  6. https://www.theregister.com/ai-and-ml/2026/06/04/canada-wants-its-own-ai-less-reliance-on-us-tech/5251404
  7. https://swift.org/blog/announcing-networking-workgroup/
  8. https://www.nature.com/articles/s41467-026-72509-2
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