Vulnerability hunting: 45 agents with a shared forum and an arbiter found 266 vulnerabilities in 15 open-source projects over 27 million tokens, against 21 over 6.5 million tokens for independent agents.
266 vs 21vulnerabilities found by a 45-agent coordinating swarm (27M tokens) vs independent parallel agents (6.5M tokens), Mythos Preview
No widespread, economy-wide job displacement associated with AI.
19%employment shortfall for workers aged 22-25 in highly AI-exposed occupations versus less-exposed peers, June 2026
Fact 1: average employment in the ADP sample rose about 6% from November 2022 to June 2026; the most exposed quintile grew about 4%.
19%employment shortfall for 22-25-year-olds in AI-exposed occupations vs less-exposed peers, June 2026
Deployment stage: 42% are testing or have a few deployments, 43% are expanding across functions, 15% have scaled orchestrated multi-agent adoption.
31% → 74%leaders expecting at least half of processes redesigned around agents within two years vs four years
74% expect nearly half of their business processes to be redesigned or rebuilt around AI agents within four years; 61% expect most agents to be generally autonomous, with humans in oversight.
5%organizations saying their business processes are highly prepared for AI agents
A task vulnerability index built from eight task traits: digital observability, output regularity, ex-post evaluability, retrieval intensity and error tolerability push exposure up; tacit context, liability and coordination-and-trust push it down.
19 ppdrop in correct solutions on a task outside the AI frontier in the 758-consultant field experiment the paper cites