Google's Flagship Still Can't Ship - So It Launched Token Austerity And A Hacking Model Only Governments Can Use

Alphabet reports second-quarter earnings after today's close - the first hyperscaler print since cheap Chinese tokens knocked the semiconductor index into a bear market. So naturally, Google chose the eve of that report to ship three new AI models, none of which is the one it promised.

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The Tuesday launch consisted of Gemini 3.6 Flash, a cheaper workhorse whose headline feature is that it consumes fewer tokens; Gemini 3.5 Flash-Lite, a high-throughput model built for volume; and Gemini 3.5 Flash Cyber, a vulnerability-hunting model that ordinary users are not permitted to touch. Conspicuously absent: Gemini 3.5 Pro, the flagship Google unveiled at I/O in May with a promised June launch, which has now missed multiple targets.

Then there is Gemini 3.5 Flash Cyber, which Google says achieves top-tier performance at finding, verifying, and patching software vulnerabilities inside its CodeMender agent - and which will be available exclusively to governments and vetted partners through a limited-access pilot, on account of what the company calls the technology's dual-use nature. Which is of course aimed at competing with Anthropic's Mythos. Google shipped strengthened Frontier Safety safeguards against CBRN and cyberattack misuse in the same release.

The Flagship That Isn't

According to Bloomberg, Pro was held back after falling short of Google's internal targets, particularly on coding