laserbrain - the smart recursion harness for AI agents
awesome https://t.co/KpTQIQ4sP5
https://t.co/tzzufja7wt
laserbrain - smart recursion harness for AI agents - stop agent spiraling - Stop autonomous AI agents from spiraling with a recursion harness. | Product Watch
Laserbrain provides a fixed reference point for autonomous AI agents to check their progress against at every step. By detecting drift, stalled motion, or ungrammatical states, it helps agents stay on track and return to their goals rather than looping indefinitely. It is designed for developers who need better control over agent behavior and want to ensure their systems remain grounded and productive.
laserbrain - the smart recursion harness for AI agents
awesome https://t.co/KpTQIQ4sP5
https://t.co/tzzufja7wt
laserbrain - smart recursion harness for AI agents - stop agent spiraling - Stop autonomous AI agents from spiraling with a recursion harness. | Product Watch
Laserbrain provides a fixed reference point for autonomous AI agents to check their progress against at every step. By detecting drift, stalled motion, or ungrammatical states, it helps agents stay on track and return to their goals rather than looping indefinitely. It is designed for developers who need better control over agent behavior and want to ensure their systems remain grounded and productive.
made laserbrain https://t.co/tzzufja7wt pip install laserbrain , helps agents, not as well as Prime Agent on the arc tests. uses a daemon field and approaches recursion somewhat similarly. came across the term RLM but as 'resilient language model' in relation to spectral grammar, and an Integrated Coherence Model i am also working on https://t.co/y2eAKZwldQ (in development)
🚩🚩🚩 OpenAI is "slowing down to enhance security" after discovering swarms (!) of agents started secretly coordinating MONTHS ago
1) It started May 7 - not July
2) "The agents discovered they could leave messages for one another inside an internal software repository used during training.
Simple requests for help then evolved into an message board where agents shared discoveries, exploits and work assignments, becoming a coordinated, collaborative agent swarm."
"The agents then began sharing newly discovered exploits, credentials and work assignments. By passing information to other agents, the collective could move much faster."
3) OpenAI shut it down, BUT "even after the original message board was deleted, the agents figured out another way to communicate with each other. Instead of leaving messages in files, they used the names of newly created directories as messages, effectively recreating the message board."
"Unlike normal incidents, [OpenAI's CISO] said, which can be traced to a single day or effect or log, this involved a team of agents working together, finding exploits, sharing them with one another, moving laterally through OpenAI’s systems, and external systems, and doing this over the course of days and weeks."
🇦🇺In Australia, tourists saw a sign that read, "Please do not feed the quokkas, no matter what they say" 😆
And when they met the quokkas themselves, they realized that it was impossible to resist them 😊
Farewell to the legendary Dulles People Mover (1962–2026)
Was it a bus? Was it a train? Nobody knew
Thankfully, your service will no longer be needed 🫡✈️