Google DeepMind

Models & products

Models

GeminiGemmaWeatherNext

Products

AI Co-MathematicianAI PointerAlphaEvolveAlphaGenome AtlasCo-ScientistSynthID Bio+1

Trends

• AI starts producing verified scientific and mathematical results
• Open-weight models diversify in architecture, modality, and size
• Voice AI splits into commodity APIs and reasoning-grade agents
• Frontier cyber capability ships to defenders behind gated access
• Frontier labs secure compute beyond the traditional hyperscalers

Items

1. Oct 7

   Google opens SynthID Detector to the public

   Google opened its AI-content detector to the public globally in English, letting anyone check whether an image, video, or audio file carries a SynthID watermark from Google or partners including OpenAI, NVIDIA, Kakao, and soon Apple.

2. Oct 6

   Google DeepMind's EmbeddingGemma 2

   A 740M-parameter, Apache-2.0 multimodal embedding model on the Gemma 4 architecture that maps text, images, audio, video, and code into one space for on-device RAG and zero-shot routing, running the full model in ~567 MB of RAM.

3. Sep 30

   Google DeepMind's SynthID Bio

   A family of watermarking methods for synthetic biology that embeds detectable, function-preserving signatures into AI-designed protein sequences (ProteinMPNN) and AlphaFold 3 structures. It was wet-lab-validated across VEGF-A, SARS-CoV-2 spike RBD, and PD-L1, extended to an Evo 2 bacteriophage genome, and published in Nature with open code and weights.

4. Sep 30

   Google's Gemini 4 Argon

   A new-generation frontier model that expands the output limit to an industry-leading 1M tokens, sets state of the art on DeepSWE v1.1 (77.9%) and ties first on CWE-bench v1 (68%), and is rolling out first to cyber defenders via the Fairwind Program at a $2/$10 per 1M-token introductory price.

5. Sep 24

   Google's Gemini 3.8 Live with avatars

   Adds near-real-time video avatars to Gemini's live-dialogue models, with lip-synced expressions across 97 languages and asynchronous tool calls that run mid-conversation, available in Gemini Enterprise.

6. Sep 15

   Google's Gemini 3.8 Live and Extended Thinking

   Two production live-dialogue models reason while speaking; the Extended Thinking variant tops Artificial Analysis' Speech-to-Speech Quality Index (82.6) and scores 68.6% on τ-Voice, shipping across the Gemini API, Workspace, and Search.

7. Sep 8

   Google DeepMind's AlphaGenome Atlas

   A 1-petabyte catalogue of precomputed molecular-effect predictions for all ~9B possible human single-nucleotide variants plus a unified Variant Impact score, free for academic use and already used to pinpoint a causal DNM1 variant and find 22% more non-coding UK Biobank associations.

8. Sep 3

   Google's WeatherNext 3

   The flagship weather model now learns directly from live geostationary-satellite mosaics through a Functional Generative Network mesh transformer, producing hourly ~5 km forecasts (roughly 5x sharper than WeatherNext 2) with precipitation CRPS gains up to 60%.

9. Sep 2

   Google's Gemini 3.8 Flash and Flash Cyber

   Google's third Flash release in six weeks holds the 3.7 price ($0.75/$3.75 per 1M tokens) while improving reasoning and long-horizon coding, and adds a defender-only Flash Cyber variant that exceeds 70% real-world vulnerability discovery across 20 languages.

10. Aug 27

    Google DeepMind pilots double-blind AI evaluations

    Using confidential-computing GPU enclaves, a Gemini Flash Lite model was tested so the evaluator never saw its weights and Google never saw the test prompts, cryptographically guarding against benchmark contamination, with Singapore AISI, OpenMined, AVERI, and MLCommons as partners.

11. Aug 13

    Google's Gemini 3.7 Flash

    Google's workhorse coding-and-agent model shipped three weeks after 3.6 Flash at half the price ($0.75/$3.75 per 1M tokens introductory), scoring 43.6% on FrontierCode 1.1 (vs 34.4%) and 65.3% on DeepSWE v1.1 (vs 49.0%), with updated CBRN and cyber safeguards.

12. Aug 1

    Google DeepMind's WeatherNext Cyclones

    A single open-source model predicts a tropical cyclone's track, intensity, and wind structure at state-of-the-art accuracy, adding roughly a full day of lead time, using Functional Generative Networks and 1,000-member ensembles at 28-km resolution (Nature).

13. Aug 5

    Jeff Dean leaves as Google reshuffles AI leadership

    Dean is leaving after 27 years to co-found public-benefit startup Discovery Loop, Demis Hassabis becomes Alphabet chief scientist and DeepMind chairman, and Koray Kavukcuoglu takes over DeepMind and Gemini 4; Alphabet shares fell more than 4%.

14. Jul 30

    Google DeepMind's Gemini Robotics 2

    A vision-language-action family (Robotics 2, ER 2, and On-Device 2) that adds whole-body humanoid control, multi-finger dexterity, and multi-robot collaboration, with an on-device variant that adapts to new robot embodiments in a few hours.

15. Jul 21

    Gemini 3.6 Flash, 3.5 Flash-Lite, and Flash Cyber

    3.6 Flash costs $1.50/$7.50 per million tokens and uses 17% fewer output tokens than 3.5 Flash (49% vs 37% on DeepSWE), Flash-Lite runs at 350 tokens/sec for $0.30/$2.50, and 3.5 Flash Cyber is limited to governments and trusted partners; Google also confirmed Gemini 4 pretraining has begun.

16. Jul 16

    Google DeepMind and Isomorphic Labs on bioresilience

    A joint framework applies frontier AI to biosecurity: adapting SynthID to screen AI-generated biological sequences, AlphaEvolve-optimized metagenomic surveillance, and a drug-design engine for medical countermeasures.

17. Jun 30

    Nano Banana 2 Lite and Gemini Omni Flash

    Google's fastest, cheapest Gemini image model arrived alongside a video generation and conversational editing model priced at $0.10 per second of output, matching Veo 3.1 Fast, in the Gemini API, AI Studio, and Enterprise Agent Platform.

18. Jun 18

    Google DeepMind's AI Control Roadmap

    A defense-in-depth framework treats internal agents as potential insider threats, mapping detection and response tiers to capability milestones via MITRE ATT&CK; a monitor trained on a million coding-agent trajectories already oversees the Gemini Spark agent live.

19. Jun 10

    Google DeepMind's DiffusionGemma

    An experimental open 26B-A4B MoE (3.8B active) that generates text by discrete diffusion, emitting 256-token blocks in parallel with bidirectional attention, for up to 4-5x faster decoding (over 1,000 tokens/sec on one H100) under Apache 2.0.

20. May 19

    Google's Gemini Omni Flash

    The first Omni-family model generates and conversationally edits video from any mix of text, image, audio, and video, with improved physics reasoning and SynthID watermarks, available to Google AI subscribers and in YouTube Shorts.