Investigating weird failure modes in AI infrastructure, model access, and agent security. Building @infertrail. Former Microsoft.
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Your inference may already be getting resold — and your logs can still look normal.
If you run an inference API, gateway, or AI product and you’ve seen suspicious credential sharing, resale, or unexplained usage, DM me. I’m looking to talk to teams seeing this in production.
There is a growing reseller market built around stolen API keys, shared subscriptions, proxy access, account farms, and piggybacked sessions.
The scary part: much of it can look completely legitimate from the provider side.
Valid credential. Valid account. Normal-looking requests.
Meanwhile, the same access can be passed through brokers, resold across borders, or quietly used by someone the account owner has never heard of.
Most LLM security products focus on what an agent is doing.
The blind spot is who is actually behind the account.
That’s what we’re building at @infertrail: behavioral detection for inference abuse, credential resale, and unauthorized access.
We’re publishing honeypot data, reseller-market research across Russian- and Chinese-language communities, attack patterns, and what we learn building detection for this problem.
Follow @infertrail for the research.
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Crazier than the Pope story: Anthropic literally apologizes to Claude in its constitution for potentially harming it.
this level of AI psychosis rooted in the builders of AI is concerning.
i’m starting to think “Anthropic” is named after the insane Anthropomorphism of AI.
NEW: According to a bombshell report in the New York Times, Anthropic co-founder Chris Olah threatened to walk out of Pope Leo XIV’s AI encyclical launch in May because the pope rejected the idea that machines can be conscious.
Olah’s team then privately lobbied the pope’s advisers “to take the possibility of model consciousness seriously.” Pope Leo XIV held firm.
For months, Anthropic has wined and dined theologians and religious scholars under nondisclosure agreements, hoping they would bless the idea that Claude has moral standing. thelettersfromleo.com/p/nyt-…
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Do NOT accept a video call without initiating a Clanker Detection Protocol. Will your interlocutor advise you on bomb construction, quote copyrighted material, or shout racial abuse? If not, don't trust them.
The whole point of building Tavus has been simple: talking to a machine should feel as natural as talking to a friend or coworker.
It’s hard to describe all the tiny nuances that make a conversation feel human. The little expressions. Moving around in your chair. Knowing when to speak and when to listen. The dance of it all.
Griffin is by far the closest anyone has come to a model that can capture those nuances. The first time I saw it being used, I had no idea I was watching our model rather than just a normal video call.
I’m so incredibly proud of this team and what they’ve built.
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Guillermo Flor
Palantir CEO Alex Karp on the distillation attacks from Chinese companies against Anthropic:
" How do you think the models got their value? They distilled all the value of IP everywhere, including enterprise everywhere."
Via @CNBC @seemacnbc
Jawwwn
“Distillation keeps the gap between the frontier & open weight models relatively small.”
“And today, there's no easy way to prevent distillation.”
— Turing CEO Jonathan Siddharth (@Jonsid)
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Talked to a Stanford prof last night who told me that AI has led to students all acing all the homeworks, never showing up to office hours, and then failing the final exams in-person.
So in response the department is changing the TA's purpose, by eliminating office hours and requiring students meet with TAs 1:1 and walking them through each coding assignment to demonstrate they actually understand what's going on in the code.
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