AI Enemies Are Getting Worse, and Realistic Graphics Are to Blame
Jul 2nd '26 7:13am:
You know that feeling that older games were harder, or at least that the enemies seemed smarter? There is a good chance you are not imagining things. We have spent the last two decades obsessing over realistic graphics, puddle reflections, and absurd hair textures, but the truth is that the artificial intelligence of game villains has actually taken a massive step backward in a lot of ways. It feels like the industry decided to trade actual challenge for a visual spectacle that only serves to make the player feel like a genius without having to put in much effort. It is just a well-rehearsed illusion of intelligence.<br><br>
If we go back to the nineties, things were completely different. At the very beginning, with Pac-Man or Space Invaders, behavior was pure, memorized math. The ghosts followed rigid rules based on your position and the aliens just marched from side to side, picking up speed. But when 3D arrived, developers had to rack their brains to make enemies navigate complex environments in a way that actually made sense.<br><br>
That was when things got interesting. In 1998, Half-Life changed everything when it put those HECU soldiers to hunt the player down in Black Mesa. They didn't just run at you like crazy people waiting to die. They shouted orders at each other, tried to flank you, and threw grenades to flush you out from behind cover. It felt like magic at the time because the enemies actually acted like a coordinated group.<br><br>
Then came F.E.A.R. in 2005, which even today is pretty much the peak of what the shooter genre has ever done with AI. Instead of programming every single step for the soldiers, the guys created a system where they only gave them a final goal, like eliminating the player. The AI itself figured out the best way to do that using the environment. If you destroyed the table a soldier was hiding behind, he didn't break or bug out, he simply recalculated his path and jumped through a nearby window to find another spot. The behavior just felt incredibly organic.<br><br>
Another absurd example is the Alien from Alien Isolation. The developers used a pretty bizarre double system. There was a macro mind that knew where you were at all times but didn't tell the monster directly, it just gave it hints to investigate that general area. And the monster itself had programming that learned from your tactics. If you hid in lockers too much, it started opening doors more frequently.<br><br>
I remember at the time the gaming community got kind of paranoid with this stuff. We would spend hours on forums discussing how enemies reacted, testing the limits of the game and trying to understand the logic behind everything. Except this evolution created a problem that studios still struggle to solve today, which is the fine line between a smart enemy and an unfair enemy.<br><br>
If the AI is too efficient and has perfect reflexes, the game loses its fun and becomes incredibly frustrating. The truth is that nobody wants to play against a perfect machine that wins every single time. What the player really wants, deep down, is an enemy that is very good at losing in a way that feels convincing. We want the theater of combat.<br><br>
The problem is that nowadays hardly any major game risks doing anything similar to what F.E.A.R. did. It is much safer and cheaper to create a beautiful game, full of scripted cinematic moments, where the enemy just pretends they are trying to kill you. They have become glorified firing range targets that position themselves in the exact spot for you to give them a headshot and feel great about yourself.<br><br>
Now everyone keeps talking about how new technologies and machine learning tools are going to change games and create enemies that truly adapt to your playstyle. It might very well happen. But I wonder if current players would actually have the patience for a game that genuinely learns from its mistakes and starts playing the player right back. I think most people prefer to just stick with the illusion.