xAI shares engineering team bots as installable templates
AIxAI says its engineering team is sharing its Bots as templates users can install. Each template comes with skills, routines, and connectors to help users get started.
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AIxAI says its engineering team is sharing its Bots as templates users can install. Each template comes with skills, routines, and connectors to help users get started.
AIGrok Bot can now hand off coding tasks to Cursor, manage pull requests through GitHub and Origin plugins, and share video demos of what it builds. The post describes these additions as making the bot more powerful for building software.

AIOpenAI published a new report on how small businesses are putting AI agents to work across customer acquisition, product development, and financial management. Through a new partnership with the ASBDC, OpenAI is also providing hands-on AI training and local guidance to help more owners get started.

AIFireworks AI has made GLM 5.3 Flash available for training through its Serverless Training API, open to all users. The model supports both vision and text inputs. Fireworks says it performs well on its benchmarks for agentic coding, document analysis, and tool use while remaining cost-efficient to serve.
AITerminal test runs miss multi-turn agent regressions, so Agent Clinic Episode 3 builds an automated eval suite for a LangGraph agent in 60 minutes. The post presents a four-step framework for moving from informal checks to benchmarking AI agents, with a link to the full guide.

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.
AIGoodfire CEO Eric Ho argues that technical alignment is a solvable science and engineering problem, with interpretability as the main bottleneck. He published the company's plan for getting there.
AICursor's Eric Zakariasson shared a game-builder skill he has been using to build games with new models. The skill can be installed with the command npx skills add ericzakariasson/skills --skill game-builder.
AIJev reranking retrieves Rox sales data 20x faster, 10x cheaper, and 12% more accurate than GPT-5 Mini. The benchmark compared Jev classification against LLM-based reranking for pulling transcripts, emails, CRM notes, news, and documents.
AIHiggsfield's full interface is now available inside Codex, powered by GPT-6.1 Sol, with access to local files and automation skills. The integration lets users automate creative workflows end-to-end within ChatGPT.
AIProject HydraFusion is now available in the GitHub Copilot app and VS Code, where users can select it like any other model. Behind the scenes, it routes a task across multiple models to draft, critique, revise, or escalate, then returns one combined result.

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.
AI“Instead, they manipulated model interactions so that protected reasoning could be reproduced in forms visible to the requester in a coordinated, scaled manner that violated our terms of service” It’s the API company’s problem if their model can be manipulated like this. Add KYC
AINVIDIA says a single prompt can build and deploy a visual AI agent for a manufacturing line in under 30 minutes, with alerts, video search, and incident reports. The method uses the new Build Vision AI skill in NVIDIA VSS Blueprint 3.3, and a tutorial is available for readers who want to build one.
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.
Why it matters: The source reports a published Nature study and open-sourced tools, showing a concrete method for watermarking AI-designed proteins against misuse.
AIJensen Huang says leaders across the industry signed the White House Accord on Super Intelligence at the White House. The accompanying document says each company should run internal controls, an independent external auditor, and board-level oversight for its frontier models.
Why it matters: The source gives the accord's four layers of controls and audits, showing how the signing parties plan to verify frontier model safety in practice.

AIFireworks' Ember-1 performs close to Kimi K3 on Vals' finance and legal benchmarks while using fewer reasoning tokens per turn. Fewer tokens per turn lower cost and speed up agent loops, and Ember-1 is available on Fireworks Serverless.
AIDevin now handles first response for Crosby Legal's engineering team, investigating 20–40 bugs and alerts daily. It cut Sentry noise by 50%, and on-call stayed at one engineer while the legal team grew 5x.

AIJuan Burgueño says Bci has reached over 90% AI adoption, saving more than 7,000 hours by using Google Workspace and Gemini. The bank has scaled to over 2,000 custom Gems to accelerate innovation and build an AI-first bank.

AIHugging Face and OS4Science are partnering to identify the software libraries that scientific model contributors depend on most and to support their maintainers. The move responds to ESM-2, a 2022 protein model still downloaded hundreds of thousands of times a month, which relies on maintained software underneath it.

AIFireworks has added a GLOBAL option that lets one deployment run across regions behind a single endpoint and identity. The scheduler draws compatible capacity from the broadest allowed pool while respecting hardware, quota, reliability, and data-residency constraints. In a seven-day observational study, multi-region deployments showed a 99.992% request success rate versus 99.269% for single-region deployments, though the authors say this is not causal.
Why it matters: The article explains how one deployment draws capacity across regions, showing how scheduling and routing changed to remove a single-region capacity ceiling.
AIAnt Ling's Ling-3.1-flash is available for a two-week free trial through Novita on Vercel AI Gateway. The trial supports a 256K context window, and a 1M context is planned for paid service after the trial ends.
AIAnt Ling reports that Ling-3.1-flash scored 65.35 on HealthBench Professional, a healthcare evaluation rather than clinical certification. The model was trained with feedback from AQ and Haodf.com (Good Doctor Online) healthcare scenarios.

AIAnt Ling can convert plain-language prompts into standalone, interactive Three.js pages covering topics such as an internal combustion engine, an optical-disc reader, paramecium organelles, and vector-field divergence. The output is runnable code rather than just an explanation.
AIAnt Ling reports that its Ling-3.1-flash model completed a roughly 20-hour Rust port of a C image library. After a performance regression caused by busy-waiting workers and a parallelism adjustment, the model recovered and reached an 8.015× speedup. All 30 correctness checks passed.

AILing-3.1-flash achieved a 1.432x speedup on Pyright 1.1.400 while passing all 2,279 checks. The chart shows Claude Fable 5 at 1.502x and GLM-5.3-Flash at 1.290x, a close result on a real codebase with correctness intact.

AILing-3.1-flash built a Lua-to-x86-64 ELF compiler from scratch in about 17 hours, passing 178 of 182 tests for 97.8%. That is within 1.2 percentage points of the 99.0% shown for Claude Fable 5 and above GLM-5.3-Flash at 95.9%.

AIAnt Group's internal Tiger Agent uses Ling-3.1-flash to plan tasks, while its desktop agent provides browser, file, terminal, and live preview capabilities. A GitHub Trending demo shows the system turning research and semantic grouping into a concise brief.
AILing-3.1-flash ranks #2 in the Mobile App (react native) category on Design Arena's Open Weights leaderboard, with 1,207 Elo. It also ranks #4 in SVG with 1,271 Elo among models added in the last 30 days.

AIAnt Ling introduced Ling-3.1-flash, a model with about 560B total parameters, about 25B active per token, and up to a 1M-token context window. The company plans to open-source the model soon. It reports 1,673 Elo on GDPVal-AA v2.1, 75.16 on FrontierSWE, and 65.35 on HealthBench Professional across work, coding, and healthcare tasks.

AINVIDIA and Nous Research published a hands-on walkthrough of NVIDIA NeMo Relay for collecting traces from Hermes Agent. The guide runs two example scenarios and shows the agent's calls and retries in Arize Phoenix. It also covers how Nous used traces and task results to evaluate fixes across repeated runs.
AIDeepSeek releases the DeepSeek Harness v0.2 preview with a desktop app for macOS and Windows. The release adds a plugin manager for installing, disabling, and uninstalling plugins without terminal commands, plus an experimental creator mode that generates plugins from user descriptions. The company says DeepSeek Harness is now the most widely used coding agent among users of the official DeepSeek API by DAU and daily sessions.
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.
Why it matters: The post states the rollout scope and timing for Gemini skills, which matters to Workspace admins and customers planning their own adoption.
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.
AIMicrosoft Research has developed a machine learning system that predicts where extreme space-weather events are likely to damage power systems 30-60 minutes before a storm arrives. Such storms can also degrade GPS accuracy and satellite operations, so advance warning could help operators prepare.

AIGoogle Gemini now offers skills, which are saved sets of instructions for specific tasks you repeat often. The post describes them as shortcuts that let users skip repetitive prompting and go straight to results.

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.
AIMicrosoft Research intern-developed machine learning pipeline forecasts location-specific geomagnetic risk for 66,935 substations in the continental United States. It combines solar-wind observations, AE and Dst forecasts, geological conductivity and grid data to estimate risk 30 to 60 minutes ahead. The pipeline detected nearly 80% of major space-weather events during the evaluation period.