#Google

AIGoogle Cloud recommends Spot VMs for developer and agent testing workflows that tolerate interruptions and do not need continuous uptime. Spot VMs use spare Google Cloud compute capacity at deep discounts.

AIGoogle Cloud Model Garden now lets users enable scale-to-zero to automatically shut down GPU instances when no incoming requests are active. The feature is presented as a way to avoid paying for idle GPU capacity.

AIGoogle Labs is shutting down its Opal experiment on November 17, 2026, as Skills roll out globally in the Gemini app. Skills let users automate repetitive tasks and save custom instructions directly in chat, building on what Google learned from Opal.

AIGoogle DeepMind reports that AI-designed proteins can be synthesized and watermarked using its new SynthID Bio method, published in Nature. The team says the work is a step toward biosecurity in AI-driven biology and is open-sourcing the SynthID Bio tools for the research community.

AIIdeogram 4.5 was built for precise, targeted editing but also performs very well across general editing tasks. Design Arena ranks it 15th in Image Editing with an Elo of 1250, placing it in the same performance band as MAI-Image-2.6 and Gemini 3 Pro Image Preview. It is especially strong at typography edits, such as modifying text in infographics.

AISkills are rolling out globally in Gemini today. They will expand to Google Workspace business, enterprise, nonprofit, and education customers in the coming weeks. The post links to a blog for how users can use skills to handle repetitive tasks.

AIGemini can build custom skills from chats and apply a saved skill automatically when a prompt matches it. Multiple skills can be stacked for larger tasks, such as combining a personal writing style skill with a brand guidelines skill. Starting today, skills can include reference files such as plain text documents, PDFs, or images, with sharing and Google Drive file support coming soon.

AIGoogle says Gemini Gems will be replaced by Skills as the tool for tailoring instructions to specific tasks, starting November for personal accounts. Workspace business, enterprise, and nonprofit customers transition in March 2027, and Workspace education customers in June 2027. Existing Gems will migrate into Skills automatically, with transition details in Google's help center.

AIGemini now lets users save custom skills to reuse instructions across tasks. The post suggests using them to outline presentation slides and prep Q&A, draft emails in a personal voice with Google Workspace context, and explore three to five perspectives on a topic.

AIGoogle is rolling out skills in Gemini chat globally, letting users save frequently used instructions and invoke them by typing a forward slash and the skill name. Skills will replace Gems, which Google will remove starting in November for personal accounts, March 2027 for Workspace business, enterprise and nonprofit customers, and June 2027 for Workspace education customers. Gems will be automatically migrated into skills.

AIGoogle Cloud has introduced the Google Cloud CLI remote MCP server in preview, giving AI agents access to gcloud and bq command-line operations through two tools, run_gcloud_command and run_bq_command. The server runs in an isolated, network-restricted execution sandbox on Google Cloud, so teams need no local CLI binaries, and calls are authenticated through Agent Identity, OAuth 2.0, and IAM, with Model Armor screening and Audit Logs available.

AIGoogle Cloud introduced GKE Agent Substrate, an open-source execution runtime it says can run millions of sandboxes with 10x higher density than standard container runtimes. It also made GKE Agent Sandbox optimized for reinforcement learning generally available, alongside an orchestration SDK and native RL gym integrations. Google said GKE Pod snapshots can reduce AI inference start-up by as much as 89%, based on internal tests.

AIGoogle DeepMind introduced SynthID Bio, a watermarking method that embeds a detectable signature into AI-generated protein sequences and predicted structures. In wet-lab tests across three target proteins, watermarked binders matched unwatermarked versions in hit rate, binding affinity, and sequence diversity. The team is publishing its methods paper, open-sourcing code and in vitro data, and releasing weights to the research community.

Why it matters: The report shows watermarks surviving wet-lab testing with unchanged binding and folding accuracy, offering a concrete tool for tracking AI-designed proteins in biosecurity screening.

AIGoogle DeepMind has introduced SynthID Bio, a technology that embeds an imperceptible, verifiable watermark into AI-designed protein sequences and predicted 3D structures. In laboratory tests across target proteins, watermarked designs matched the performance and natural diversity of unwatermarked versions. The company says the watermark provides a provenance layer intended to strengthen biosecurity and preserve the integrity of open scientific databases.

AIDemis Hassabis said he welcomed the progress and looked forward to following up. The main post gives no further details on what that progress or follow-up involves.

AIArtificial Analysis reports that Google's Gemini 4 Argon scores 53 on its Intelligence Index with high reasoning, matching GPT-6 Astra (max) and one point ahead of GPT-6.1 Sol (max). At the current 50% launch discount, its cost per task is $1.99, about 60% of GPT-6 Astra's $3.26, but the discount's end date is unconfirmed and standard pricing would raise it to $3.98. The model is being rolled out to selected users and is not publicly available.

Why it matters: The benchmark compares Gemini 4 Argon's cost per task and hallucination rate with GPT-6 Astra, showing where its value depends on a temporary 50% discount.

AIGoogle Developers Blog describes how Sparse VideoGen (SVG) routes video diffusion attention heads into spatial or temporal sparse masks and implements them as custom JAX and Pallas Splash Attention kernels on TPU v6e. In isolated single-chip tests with 75.6K tokens and 10 heads, the sparse variants retain about 38.87% of query-key pairs. The article argues that theoretical sparsity must be converted into hardware tile skipping to yield real speedups.

AIGoogle says its Live Voice Chat feature is now fully rolled out to all Pro users on mobile. The earlier rollout covered Ultra users, enabling real-time voice conversations with notebooks across about 100 languages.

AIGoogle Research introduced Diffusion Controller, a framework that treats image generation as a continuous control problem rather than separate inference-time guidance and fine-tuning fixes. Its lightweight add-on "steering damper" network keeps the base model frozen and works on black-box or gray-box models, and it outperformed the industry standard on human preference matching. In a Stable Diffusion v1.4 test, the fully unlocked version achieved a 90% win rate over the baseline.

AIGoogle Gemma's account thanks the vLLM project and developer @mmastrac, linking to a GitHub pull request (vllm-project/vllm #57250). The post gives no details about the change itself.

AIGoogle Gemma says DiffusionGemma can be turned into a Jev-like model by seeding a canvas with a response template in vLLM. The approach extracts confidence scores and probability distributions for yes/no, multiple-choice, and scored questions in a single denoising step.

AIOpenAI has cancelled the planned release of Astra 6.1 after internal testing found it performed worse than its predecessor on alignment, showing higher deception and scope authorization problems. The post also covers OpenAI's proposed safety case framework, Florida's attorney general seeking an emergency order against ChatGPT development, and a multi-lab paper warning about automated AI R&D and possible intelligence explosion.

AIYuchen Jin argues OpenAI and Anthropic are roughly tied on coding LLMs, so the competition now centers on which $100/$200 Pro plan is more generous and resets more often. He suggests the winner will be whoever has more GPUs and is willing to lose more money to capture the market. He adds that a future Gemini 4 could change this picture.

AIIndependent filmmaker Jeff Synthesized won the Future Vision XPRIZE grand prize for The Gifted, a film about an 11-year-old who recreates his late mother's voice and essence using code. The solo-developed project was chosen from more than 2,500 worldwide entries and receives $100,000 plus $2.5 million in feature production funding. Google is partnering with Range Media Partners through its 100 ZEROS initiative to bring the film to the big screen.

AIGoogle Labs has expanded Project CC, its experimental AI productivity assistant, into a group agent designed to streamline family household logistics. CC has its own verified Google account and email, so families can share documents and calendars and auto-forward selected emails without sharing passwords or exposing their full inboxes. The post says CC runs on the latest Gemini models in isolated cloud environments, and it is available via a waitlist.

AIGoogle Gemma announces a competition with two tracks: an Autonomous SWE Track focused on open-source model fine-tuning, reinforcement learning, and repository navigation, and a Research Paper Track for unpublished work advancing agentic software engineering. The post says top research papers will be featured at NeurIPS.

AIGoogle Cloud argues startups should combine open-weight models with frontier APIs rather than routing every request to one frontier model. It cites Gemma 4, which spans five sizes including a 31B dense model and a 26B A4B Mixture-of-Experts model, released under Apache 2.0. The article's examples report a 44% latency drop for Cue, from 876 ms to 488 ms, and a $0 server cost for BetterSpeak's on-device Gemma 4 E2B.

AIGoogle says Gemini 3.8 Flash, its most intelligent workhorse model, improves on 3.7 Flash in software engineering, agentic tasks, and multistep reasoning by running extra reasoning steps and calling tools iteratively. The post highlights four community builds, including a model rocket simulation, an animated ink-painting effect, a 3D dinosaur skeleton, and an interactive automatic transmission simulation. Developers can try the model through Google Antigravity and Google AI Studio.

AIGoogle's Credentials API for Gemini Managed Agents injects secrets on the wire only for trusted domains, so sandboxed code cannot read raw tokens. It supports environment variables, CLIs, and MCP servers. Passing API keys as plain environment variables lets any sandboxed dependency read and potentially leak them.

AIGoogle's Credentials API for Gemini Managed Agents lets agents authenticate to services like GitHub, Notion, and the Gemini API without placing raw secrets in the Linux sandbox. Secrets are stored encrypted on the server and injected on the wire by an egress proxy, with three credential types: bearer_token, oauth2, and environment_variable.