Aithon Team

If 2025 was the year everyone got comfortable saying “AI”, 2026 is the year they have to actually do something about it. The question is no longer whether AI will reshape alternatives operations but how fast, how messy, and who’s prepared. Goldman is handing AI the keys to its back-office. The software industry is in freefall. And an open-source agent proved that the distance from “fun experiment” to “security incident” can be measured in days, not months.

In October, the race for bigger models gave way to a race for better integration. Mainstream headlines may still chase compute and capex, but the real story was in how intelligence is being deployed, governed, and monetized. Enterprise platforms declared war, fine-tuning became semi-practical, and persistence moved from concept to implementation.