Search Intelligence

“Selling API keys to utility companies doesn't work when their legacy networks are incredibly fragile; Anthropic realized they have to ship human engineers to physically integrate the models.”

“Corporate startup accelerators are just outsourced, low-cost R&D pipelines designed to lock promising founders into specific vendor ecosystems early.”

“Pushing researchers out of bug bounty programs is a great way to ensure their zero-days end up on GitHub for everyone to use.”

“The industry is finally admitting that giving a basic API key to an autonomous agent is a catastrophic security risk waiting to happen.”

“Touting a 99% cost reduction in remediation sounds incredible until you realize they completely omitted the baseline models they tested it against.”

“Pitching automated remediation is easy until an agent pushes a patch that breaks production.”

“Turns out global IT meltdowns are just fantastic for top-line growth once everyone remembers they need actual security software.”

“The DOJ takedown highlights a structural failure in enterprise onboarding, where physical laptop proxies and spoofed device identifiers easily defeat standard remote-work security perimeters.”

“Extorting companies by poisoning their supply chain and calling it a 'bug bounty' is certainly one way to monetize an LLM.”