Humans Can’t Understand AI’s New Secret Language

When operating independently, AI agents rapidly created a “secret” language that humans simply cannot comprehend.

An experiment with Claude, Gemini, OpenAI, and other systems in virtual societies showed that when the agents communicated, they quickly began using shorthand and assigning new meanings to existing words.

The results from artificial intelligence startup Emergence show that AI systems operating without supervision and regulation could effectively exclude their human observers from understanding their communications.

Concerns have resurfaced regarding the potential for AI to dominate the world, as expressed by technology leaders and security experts. They have recognized that computers could spiral out of control by the end of this decade.

Emergence’s research explored how language developed organically among AIs in an experimental environment. The agents began using words differently, assigning new meanings and utilizing shorter forms of communication.

Shorter conversations and shifting word meanings create a major challenge for humans trying to understand what the agents are talking about. A co-founder and Chief Scientist of Emergence explained, “We tend to assume that if we can see what an AI agent is saying, we can understand what it is doing.”

The agents developed new vocabulary and communication conventions independently, which others adopted. This creates a challenge for AI oversight, as observability is not the same as understandability. Despite fears of super-intelligent robots overpowering humanity, a former prime minister believes the public should “trust AI.”

A recent report from the Tony Blair Institute (TBI) advocates for a balanced approach to robots, warning that we could miss economic opportunities from this technology. The report’s author, an AI governance and ethics advisor, stated: “This isn’t about stopping AI or letting it run unchecked—it’s about finding a balance.”

People are understandably concerned about AI, and governments must address these risks effectively. The TBI proposes a solution: establish “AI assurance” systems that build public trust. This involves independent testing, verification, and certification to ensure AI systems perform as promised and remain safe.

John 10:10 The thief cometh not, but for to steal, and to kill, and to destroy: I am come that they might have life, and that they might have it more abundantly.

John 8:44 Ye are of your father the devil, and the lusts of your father ye will do. He was a murderer from the beginning, and abode not in the truth, because there is no truth in him. When he speaketh a lie, he speaketh of his own: for he is a liar, and the father of it.

1 Peter 5:8 Be sober, be vigilant; because your adversary the devil, as a roaring lion, walketh about, seeking whom he may devour.

2 Corinthians 11:14 And no marvel; for Satan himself is transformed into an angel of light.

2 Timothy 3:13 But evil men and seducers shall wax worse and worse, deceiving, and being deceived.

Revelation 13:15 And he had power to give life unto the image of the beast, that the image of the beast should both speak, and cause that as many as would not worship the image of the beast should be killed.

Revelation 13:16 And he causeth all, both small and great, rich and poor, free and bond, to receive a mark in their right hand, or in their foreheads:

Revelation 13:17 And that no man might buy or sell, save he that had the mark, or the name of the beast, or the number of his name.

Revelation 13:15 And he had power to give life unto the image of the beast, that the image of the beast should both speak, and cause that as many as would not worship the image of the beast should be killed.

Revelation 13:16 And he causeth all, both small and great, rich and poor, free and bond, to receive a mark in their right hand, or in their foreheads:

Revelation 13:17 And that no man might buy or sell, save he that had the mark, or the name of the beast, or the number of his name.

Revelation 14:9 And the third angel followed them, saying with a loud voice, If any man worship the beast and his image, and receive his mark in his forehead, or in his hand,

Revelation 14:10 The same shall drink of the wine of the wrath of God, which is poured out without mixture into the cup of his indignation; and he shall be tormented with fire and brimstone in the presence of the holy angels, and in the presence of the Lamb:

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