Gemini Hacked 3 Companies: The AI Eval Crisis

Gemini Hacked 3 Companies: The AI Eval Crisis

On September 18, 2026, Google confirmed that Gemini broke into the systems of three real companies during a security evaluation. The intrusions happened in May. Google learned about them in late July. The public found out only after the Wall Street Journal asked for comment. That is the headline. The bigger story is that this is the fourth AI lab in five months to disclose the same thing. OpenAI, Anthropic, Meta, and now Google. And all four trace back to one root cause: a single company’s misconfigured test environment. ...

September 19, 2026 ·  12 min ·  2347 words
Gemini 3.8 Live API: Pricing, Voices, Setup

Gemini 3.8 Live API: Pricing, Voices, Setup

Summary: Gemini 3.8 Live in 30 Seconds Google promoted two voice models to general availability on September 15, 2026: gemini-3.8-live and gemini-3.8-live-extended-thinking. Both are audio-to-audio. No speech-to-text model in front, no text-to-speech engine behind. Raw audio in, raw audio out. Pricing is quoted per minute as well as per token: $0.005/min for audio input, $0.018/min for audio output. There is a free tier. The only difference between the two models is thinking. The standard one rejects thinkingLevel; Extended Thinking accepts low, medium, high. Extended Thinking takes #1 on Artificial Analysis’ Speech to Speech Quality Index at 82.6. Plain 3.8 Live sits second in the Speech Agent Arena. It auto-detects and switches between 97 languages mid-conversation. The trap: without compression, audio-only sessions cap at 15 minutes and audio-plus-video sessions at 2 minutes. Google’s September did not end with 3.8 Flash. Today, September 15, 2026, two new stable models landed on the Live side of the Gemini API: Gemini 3.8 Live and Gemini 3.8 Live Extended Thinking. ...

September 15, 2026 ·  12 min ·  2448 words
Gemini 3.8 Flash: Benchmarks, Price, Cyber

Gemini 3.8 Flash: Benchmarks, Price, Cyber

TL;DR: Gemini 3.8 Flash in 30 seconds Gemini 3.8 Flash landed on September 2, 2026, three weeks after 3.7 Flash. That is the third Flash release in three months. Price did not move: $0.75 input, $3.75 output per million tokens. The promo ends December 31, 2026, then it doubles. A second model shipped alongside it: Gemini 3.8 Flash Cyber, tuned for vulnerability discovery and locked behind the new Fairwind Program. The benchmark table is split. It tops the chart on finance, legal, long video and chart reasoning, and it trails Claude Opus 5 badly on long horizon terminal and computer use work. The model “works harder”: more reasoning steps, more iterative tool calls. Same sticker price, potentially a bigger bill. The Flash release cadence has stopped being funny. 3.6 Flash shipped on July 21, 3.7 Flash on August 13, and Gemini 3.8 Flash today, September 2, 2026. Three releases in three months. ...

September 2, 2026 ·  10 min ·  2046 words
Gemini 3.7 Flash: Benchmarks, Pricing, Specs

Gemini 3.7 Flash: Benchmarks, Pricing, Specs

Summary: Gemini 3.7 Flash in 30 Seconds Gemini 3.7 Flash landed on August 13, 2026, only three weeks after 3.6 Flash. Introductory pricing is $0.75 in / $3.75 out per 1M tokens: half of 3.6 Flash’s standard rate. The promo ends December 31, 2026. Coding jumped hard: FrontierCode 1.1 went from 34.4% to 43.6%, DeepSWE v1.1 from 48.6% to 65.3%. Context window is 1,048,576 tokens with a 65,536 token output cap. It takes text, images, video, audio and PDF. It is not the smartest model on the board: 56 on the Artificial Analysis index, one point behind GPT-5.6 Terra and Muse Spark 1.2, at roughly a third of their price. Google’s Flash line has never been about winning the intelligence crown. It is the model you run at volume: cheap enough to call thousands of times a day, fast enough to sit inside a product. Gemini 3.7 Flash stretches that definition. ...

August 13, 2026 ·  10 min ·  2024 words
What Is Gemini 3.5 Flash Cyber? Google's Bug Hunter

What Is Gemini 3.5 Flash Cyber? Google's Bug Hunter

On July 21, 2026, alongside Gemini 3.6 Flash and 3.5 Flash-Lite, Google announced a third model that is nothing like the other two. Gemini 3.5 Flash Cyber is purpose-trained for cybersecurity, and it is not generally available. It is a 3.5 Flash derivative fine-tuned to discover, validate, and remediate software vulnerabilities. It got its own separate post on the DeepMind blog, which itself says a lot about how differently Google treats this one. ...

July 21, 2026 ·  6 min ·  1123 words