正在加载视频...

视频加载失败

"The bottleneck for an agent's usefulness today is not intelligence. It's trust." At DevCon 6, Palantir Group Lead John Mathews launches Orchestrator, the durable execution layer that lets agents crash, recover, wait, and resume exactly where they left off. Watch a patient discharge agent get torn down mid-task and...

55,287 次观看 • 2 天前 •via X (Twitter)

0 条评论

暂无评论

原始帖子的评论将显示在这里

相关视频

so I've been running exactly 8 AI agents on discord for a while now. coordination works great, they split tasks, hand off work, deliver results in parallel etc.. but there are problems I keep hitting that no amount of prompt engineering could fix agents don't learn from each other. Scout finds something useful but Luna has no idea. they work in the same server but knowledge stays locked in silos.. there's no quality filter on what gets saved, and good insights sit next to outdated garbage in the same memory files that I manually clean up.. and when an agent makes a mistake I write it down in the rules discord channel ,core memory file and hope it reads it next time. theres no self-correction, no automatic pattern recognition so of course no learning loops.. the coordination layer is solved. agents can work together. but the intelligence layer is still missing. agents that actually remember, learn from each other, filter noise, and get smarter every run. saw Spark building something like this with around 166 agents sharing a collective persistent knowledge across sessions, so agents learn from other agents and get smarter over time they even have noise filtering and self correcting loops built in, so the knowledge actually compounds instead of rotting.. super interesting stuff.. here where you think Spark could be a good coordinator for your stack of agent swarm. I think the intelligence layer is the bottleneck because it requires collectivity.. no single agent can solve it alone.. the whole network has to evolve together. this isn't going to stay niche, the moment agent coordination becomes standard, everyone is going to hit the same wall I hit.. agents that work but don't learn, coordinate but don't evolve... the intelligence layer becomes the only thing that separates a useful system from a dumb one. right now most people are still figuring out how to run one agent. by the time they get to multi-agent setups, collective intelligence won't be optional, it will be the baseline. we're early and the gap between agents that coordinate and agents that evolve together is the next phase. step one is done. ------ left: agents that coordinate but don’t learn right: the intelligence layer.. agents that evolve together within the same system.

JUMPERZ

34,176 次观看 • 5 个月前

President Trump has a Pam Bondi problem. How many indictments from the DOJ related to abuses of power during COVID? Related to the federal government giving your money to the Wuhan Institute of Virology to perform gain of function experiments on a virus that became more deadly because of those experiments? Zero. In July, DNI Tulsi Gabbard sent the DOJ a mountain of evidence about "a years-long coup and a treasonous conspiracy" led by Obama and his intel goons like then-CIA Director John Brennan who manufactured intelligence about Russia they KNEW to be false. Gabbard wrapped it in a bow for the DOJ. And yet, how many indictments have we seen for the Russia collusion hoax that was propagated not just on Trump, his inner circle, and members of his first administration, but on you? Zero. What about the Ukraine-related impeachment of Trump? Zero. How many indictments against the FBI who targeted parents of schoolchildren? Zero. What about the FBI who raided Project Veritas journalists who had the audacity to investigate Ashley Biden's diary? Zero. What about the FBI agents who labeled Catholics as extremists? Zero. What about the January 6 Fedsurrection? Zero. What about the government colluding with Big Tech to censor you and your free speech because, oh, maybe you believe there are two genders or that the COVID vaccine is unsafe? Zero. What about the government officials who orchestrated the raid on Mar-a-Lago? Zero. What about all the NGO abuse of billions of taxpayer dollars uncovered by Elon Musk and his DOGE team? Zero. What about Antifa and the left-wing groups—funded by Roy Singham—who are committing violence all across our nation? Zero. I could go on and on and somehow, the answer to my indictment tally doesn't change. It's always...zero.

Liz Wheeler

47,686 次观看 • 5 个月前