◉GEMINI LABJP
●ROBOTICS — The ER 1.6 preview that shut down on August 31 does have a successor. Gemini Robotics ER 2 is in public preview, in both standard and streaming variants●VIDEO — ER 2 judges success and failure from live video rather than still snapshots, which is what lets it catch spills, slips, and misalignments while a task is still running●DEADLINE — Next up is September 30, when gemini-omni-flash-preview is retired. The target is gemini-omni-1.1-flash, GA since August 27, and there are now under four weeks left●APIKEY — Every remaining standard API key, restricted ones included, stops working during September. The replacement is an auth key bound to a Google Cloud service account●PRICE — Gemini 3.7 Flash keeps its introductory $0.75/$3.75 per 1M through December 31, then moves to $1.50/$7.50 on January 1, 2027. Any estimate crossing the year needs both figures●AUDIO — Gemini 3.5 Transcribe handles language detection across 85+ languages, speaker diarization, word-level timestamps, and custom vocabulary biasing of up to 1,000 terms●ROBOTICS — The ER 1.6 preview that shut down on August 31 does have a successor. Gemini Robotics ER 2 is in public preview, in both standard and streaming variants●VIDEO — ER 2 judges success and failure from live video rather than still snapshots, which is what lets it catch spills, slips, and misalignments while a task is still running●DEADLINE — Next up is September 30, when gemini-omni-flash-preview is retired. The target is gemini-omni-1.1-flash, GA since August 27, and there are now under four weeks left●APIKEY — Every remaining standard API key, restricted ones included, stops working during September. The replacement is an auth key bound to a Google Cloud service account●PRICE — Gemini 3.7 Flash keeps its introductory $0.75/$3.75 per 1M through December 31, then moves to $1.50/$7.50 on January 1, 2027. Any estimate crossing the year needs both figures●AUDIO — Gemini 3.5 Transcribe handles language detection across 85+ languages, speaker diarization, word-level timestamps, and custom vocabulary biasing of up to 1,000 terms
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◈ Gemini API/2026-06-14Advanced

How a Deep Think Verification Step Tripled My API Bill, and How thinking_level Got It Back

After wiring API-accessible Gemini 3 Deep Think into my output-verification step, my projected monthly cost jumped roughly 3x. Here is the implementation record of capping it with thinking_level and a cost guardrail, then settling on a two-stage design with Flash.

⬡ Gemini Advanced/2026-05-05Intermediate

Gemini 3 Deep Think Not Working as Expected: 5 Common Issues and Fixes

Troubleshoot Gemini 3 Deep Think mode issues systematically. From API misconfiguration and timeouts to unexpected costs and missing thought summaries — 5 real-world problems with working code fixes.

◎ Updates/2026-04-09Intermediate

Gemini 2.5 Pro Deep Think Guide: How Parallel Reasoning AI Surpassed o3 in Math and Coding

Discover how Google's new 'Deep Think' mode in Gemini 2.5 Pro works and why it achieves 49.4% on USAMO (compared to o3's 19.1%). Learn the parallel reasoning technology behind this breakthrough, explore real-world benchmarks, and master practical usage in Google AI Studio.

⬡ Gemini Advanced/2026-03-25Advanced

Gemini 3 Deep Think in Production: Advanced Reasoning Patterns & Optimization

Master production deployment of Gemini 3's Deep Think feature. Learn parallel reasoning flows, research applications, multi-step chains, and cost optimization strategies for AI Ultra subscribers.