On Thursday, tech giant Microsoft said that it would continue to embed Anthropic technology in products for its clients with the exception of the US Department of Defense.
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Lieutenant Thomas Conrad was standing in a control room in Nashville’s new central jail when he noticed something off with one of the key rings hanging on the wall. It was midday on December 30, 2019, and in two weeks the still empty jail would take in about seven hundred inmates. While contractors were finishing their work, Conrad, a senior correctional officer with the Davidson County Sheriff’s Office, was organizing equipment: handheld radios, handcuffs, and keys. Conrad had been an infantryman in Iraq, where he’d learned to spot slight inconsistencies in the landscape. Looking more closely at the key ring, he realized what was wrong: it was circular. All the others were horseshoe-shaped.
Now, to be fair, some of these may have been flagged later. But that's kind of the point. Phishing pages are often short-lived by design. The attacker sets up a page, blasts out a campaign, harvests whatever credentials they can, and takes it down before anyone catches on. If the detection comes hours or days after the page goes live, the damage is already done. This is the fundamental limitation of blocklist-based detection: it's reactive. Something has to be reported and reviewed before protection kicks in.