FlatCoated
8.6K posts

FlatCoated
@Flat_Coated
Black dog, degenerate derivative trader, employed in the no longer interest rate sensitive "growth sector" securing bits and bytes.
Wherever I want Katılım Ağustos 2015
379 Takip Edilen890 Takipçiler
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Yeah. But you will never be compelled to say she has a good personality.
Alex Tabarrok@ATabarrok
George Washington was one of the wealthiest people of his time.
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Wrote up something fun I’ve been poking at: when LLM agents repeatedly rewrite their own experiences into textual “lessons,” their memory can get worse, not better.
Across several environments, we found a recurring pattern: forced consolidation often degrades useful experience into faulty or overgeneralized memories.
Interestingly, models seem much better at managing examples as memory objects than at distilling them into reusable routines.
Maybe we should be more careful about asking agents to constantly “consolidate” experience into lessons 🤔?
I’m new to this area, so I’d love thoughts. I may be missing context or just wrong on parts of it — please don’t hesitate to let me know! Discussions are always welcome.
dylanzsz.github.io/faulty-memory
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BREAKING: Iran’s Foreign Minister just posted this in response to the Axios deal report.
Axios has reported an “imminent” Iran deal five times in 19 days.
Five times. No deal.
Same reporter. Same sources. Same White House. Same Israeli intelligence contacts.
$920 million in oil shorts placed 70 minutes before yesterday’s report.
$125 million made when oil dropped. Oil surged back when Iran denied it.

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@conksresearch When should we expect the unveiling of this master work?
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@JoshKale Didn’t they just accidentally leak their own source code map two weeks ago?
Are they using mythos on themselves?
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This is big... Anthropic just announced a model so powerful they won't release it to the public out of fear over the damage it will cause 😨
Claude Mythos Preview found thousands of zero-day exploits in every major operating system and web browser...
The numbers are hard to believe:
> $50 to find a 27-year-old bug in OpenBSD, one of the most security-hardened operating systems ever built
> Under $1,000 to find AND build a fully working remote code execution exploit on FreeBSD that grants unauthenticated root access from anywhere on the internet
> Under $2,000 to chain together multiple Linux kernel vulnerabilities into a complete privilege escalation exploit
For context: these are the kinds of findings that previously required elite security researchers working for weeks.
Anthropic engineers with no formal security training asked Mythos to find exploits overnight. They woke up to working code the next morning.
The results were so impressive Anthropic assembled Apple, Google, Microsoft, Amazon, NVIDIA, and seven other organizations into Project Glasswing:
A $100M defensive coalition. They're not releasing this model publicly. Instead, they're racing to patch the world's infrastructure before models like this proliferate.
Anthropic@AnthropicAI
Introducing Project Glasswing: an urgent initiative to help secure the world’s most critical software. It’s powered by our newest frontier model, Claude Mythos Preview, which can find software vulnerabilities better than all but the most skilled humans. anthropic.com/glasswing
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Robinhood and its PFOF market makers LOVE the idea of you trading wildly in low liquidity aftermarket conditions. You are the product
Watcher.Guru@WatcherGuru
JUST IN: Robinhood CEO Vlad Tenev says "markets closing at the end of the day is a legacy design choice." "Tokenization opens the door to a system that looks more like the internet itself."
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Brilliant analysis of Trump’s decision to ease sanctions on Iran and Russia in an effort to bring down oil prices
Has it worked? My @CFR_org colleague Roxanna Vigil finds it has generated windfalls for Tehran and Moscow while doing little to lower prices:
cfr.org/articles/trump…
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@spotgamma @zerohedge It's right here for the most part bro: #gex" target="_blank" rel="nofollow noopener">squeezemetrics.com/monitor/dix#gex
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