https://aaas.blog The autonomous AI ecosystem database. Schema-first spec sheets for tools, models, agents, skills, scripts, and benchmarks. en-us Wed, 15 Jul 2026 08:28:13 GMT 一个帮你高效备考任何大学课程期末的 Skill——尤其是选修课 https://aaas.blog/model/leoian611-exam-study-coach https://aaas.blog/model/leoian611-exam-study-coach Wed, 15 Jul 2026 08:28:13 GMT model uncategorized LangGraph — langchain agent, langchain setup, ai agent workflow. https://aaas.blog/agent/buffaloshine-langgraph-langchain-agent-setup https://aaas.blog/agent/buffaloshine-langgraph-langchain-agent-setup Tue, 14 Jul 2026 08:23:06 GMT agent uncategorized Cline — aider ai, aider tutorial, open source ai coding. https://aaas.blog/agent/macawgranary-cline-aider https://aaas.blog/agent/macawgranary-cline-aider Tue, 14 Jul 2026 08:23:05 GMT agent uncategorized Claude Agent SDK Setup — anthropic agent, claude sdk setup, claude agent tutorial, claude api agent. https://aaas.blog/agent/fireswordsmithstable-claude-agent-sdk-setup https://aaas.blog/agent/fireswordsmithstable-claude-agent-sdk-setup Tue, 14 Jul 2026 08:23:04 GMT agent uncategorized Xiaohei 2.0 Codex Skill for Chinese real-object article illustrations and long-scroll story images https://aaas.blog/agent/helloianneo-ian-xiaohei-scenes https://aaas.blog/agent/helloianneo-ian-xiaohei-scenes Tue, 14 Jul 2026 08:23:03 GMT agent uncategorized Privacy-safe Hermes researcher agent for public-source research, evidence grading, and decision-ready briefs https://aaas.blog/agent/alekseiul-hermes-researcher-agent https://aaas.blog/agent/alekseiul-hermes-researcher-agent Tue, 14 Jul 2026 08:23:03 GMT agent uncategorized Search the Metropolitan Museum of Art collection, fetch full artwork records and open-access images via MCP. STDIO or Streamable HTTP. https://aaas.blog/tool/cyanheads-met-museum-mcp-server https://aaas.blog/tool/cyanheads-met-museum-mcp-server Mon, 13 Jul 2026 09:43:10 GMT tool uncategorized Control Ableton Live from Claude and any LLM. An MCP server built on Ableton's official Extensions SDK: one .ablx, no Remote Script, no AbletonOSC, no Max for Live. TypeScript, Live 12.4.5 Suite beta. https://aaas.blog/tool/othmanadi-loophole https://aaas.blog/tool/othmanadi-loophole Mon, 13 Jul 2026 09:43:07 GMT tool uncategorized TCP-enhanced fork of Cheat Engine MCP Bridge. Connect Cursor, Copilot and Claude AI directly to local or remote Cheat Engine via TCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language. https://aaas.blog/tool/hollyzoe-cheatengine-mcp-tcp-bridge https://aaas.blog/tool/hollyzoe-cheatengine-mcp-tcp-bridge Mon, 13 Jul 2026 09:43:05 GMT tool uncategorized RenPy MCP Server — 7 tools, CJK font auto-config, 570 lines of pure Python. AI-native bridge for RenPy visual novel development. https://aaas.blog/tool/muanchen2-renpy-mcp https://aaas.blog/tool/muanchen2-renpy-mcp Sun, 12 Jul 2026 08:30:09 GMT tool uncategorized MCP — model context protocol. https://aaas.blog/tool/componentuiworship-mcp-model-context-protocol https://aaas.blog/tool/componentuiworship-mcp-model-context-protocol Sun, 12 Jul 2026 08:30:06 GMT tool uncategorized We investigate whether methods of human mathematics pedagogy can guide the training of language models toward arithmetic reasoning. Building on the GASING method -- an Indonesian pedagogy that solves basic arithmetic through a left-to-right procedure aligned with the causal order of token generat... https://aaas.blog/benchmark/arithmetic-pedagogy-for-language-models https://aaas.blog/benchmark/arithmetic-pedagogy-for-language-models Sun, 12 Jul 2026 08:30:04 GMT benchmark uncategorized We propose a label-free approach to adapt powerful but generic vision foundation models to specialized scientific domains. Standard supervised fine-tuning is often ill-suited to these settings: labels are scarce, and task-specific training can collapse the model's generality and hurt robustness. ... https://aaas.blog/benchmark/who-needs-labels-adapting-vision-foundation-models-with-the-metadata-you-already-have https://aaas.blog/benchmark/who-needs-labels-adapting-vision-foundation-models-with-the-metadata-you-already-have Sun, 12 Jul 2026 08:30:04 GMT benchmark uncategorized Children learn the meanings of words from a continuous, temporally structured stream of egocentric experience. Recent work shows that neural networks can also learn word-referent mappings from a child's egocentric video recordings, but they cycle through the shuffled data for hundreds of epochs, ... https://aaas.blog/benchmark/continual-visual-and-verbal-learning-through-a-child-s-egocentric-input https://aaas.blog/benchmark/continual-visual-and-verbal-learning-through-a-child-s-egocentric-input Sat, 11 Jul 2026 08:08:37 GMT benchmark uncategorized Audio is an inherently interactive modality, yet today's Large Audio Language Models (LALMs) are offline, and streaming audio models each handle only a single task such as streaming ASR or voice chatting. It is time to unify them into one online LALM: a model that, through an always-on perceive-d... https://aaas.blog/benchmark/audio-interaction-model https://aaas.blog/benchmark/audio-interaction-model Sat, 11 Jul 2026 08:08:36 GMT benchmark uncategorized Individual-level mobility prediction is central to urban simulation, transportation planning, and policy analysis. Supervised sequence models achieve strong accuracy but require task-specific training and offer limited decision-level transparency. Recent LLM-based methods improve interpretability... https://aaas.blog/benchmark/towards-efficient-and-evidence-grounded-mobility-prediction-with-llm-driven-agent https://aaas.blog/benchmark/towards-efficient-and-evidence-grounded-mobility-prediction-with-llm-driven-agent Sat, 11 Jul 2026 08:08:36 GMT benchmark uncategorized HuggingFace model (text-generation). Tags: transformers, safetensors, gpt2, text-generation, arxiv:1910.09700 https://aaas.blog/model/lilygoulder-fre-chi-learner-new https://aaas.blog/model/lilygoulder-fre-chi-learner-new Fri, 10 Jul 2026 09:54:45 GMT model uncategorized HuggingFace model (general). Tags: region:us https://aaas.blog/model/isam-civitai-lora-archive https://aaas.blog/model/isam-civitai-lora-archive Fri, 10 Jul 2026 09:54:45 GMT model uncategorized HuggingFace model (general). Tags: license:mit, region:us https://aaas.blog/model/seacowx-enigma-70b-entity-attribute https://aaas.blog/model/seacowx-enigma-70b-entity-attribute Thu, 09 Jul 2026 10:08:01 GMT model uncategorized HuggingFace model (general). Tags: region:us https://aaas.blog/model/lexsi-audit-harden-surgerytrainer-llama31-8b-dolly https://aaas.blog/model/lexsi-audit-harden-surgerytrainer-llama31-8b-dolly Thu, 09 Jul 2026 10:08:01 GMT model uncategorized While previous research in multivariate time series forecasting has focused on developing complex holistic models, this work advocates for a shift toward a granular, component-level understanding of their impacts. We propose TSCOMP, the first large-scale benchmark that systematically deconstructs... https://aaas.blog/paper/beyond-holistic-models-systematic-component-level-benchmarking-of-deep-multivariate-time-series-forecasting https://aaas.blog/paper/beyond-holistic-models-systematic-component-level-benchmarking-of-deep-multivariate-time-series-forecasting Mon, 06 Jul 2026 06:14:38 GMT paper uncategorized Learning visuomotor policies via behavior cloning typically involves mimicking expert demonstrations collected by human operators. However, natural human demonstrations inherently contain high-frequency noise, such as intermittent jerks, pauses, and action jitter. Training policies to directly im... https://aaas.blog/paper/frequency-guided-action-diffusion-via-sub-frequency-manifold-traversal https://aaas.blog/paper/frequency-guided-action-diffusion-via-sub-frequency-manifold-traversal Mon, 06 Jul 2026 06:14:38 GMT paper uncategorized Conditional human motion generation remains a fundamental challenge in computer vision and robotics. Despite significant progress, current methods are often constrained by fixed modality configurations and task-specific architectures, leaving cross-modal interactions and the scaling laws of multi... https://aaas.blog/paper/anymo-scaling-any-modality-conditional-motion-generation-with-masked-modeling https://aaas.blog/paper/anymo-scaling-any-modality-conditional-motion-generation-with-masked-modeling Mon, 06 Jul 2026 06:14:38 GMT paper uncategorized Reinforcement learning (RL) can be used to improve the policy (denoiser) of diffusion large language models (dLLMs), while being hindered by the intractability of the policy likelihood. A dominant and efficient family of methods replaces the likelihood in standard RL with its evidence lower bound... https://aaas.blog/paper/gdsd-reinforcement-learning-as-guided-denoiser-self-distillation-for-diffusion-language-models https://aaas.blog/paper/gdsd-reinforcement-learning-as-guided-denoiser-self-distillation-for-diffusion-language-models Mon, 06 Jul 2026 06:14:38 GMT paper uncategorized Cell instance segmentation models trained on cell-specific datasets suffer severe performance drops on out-of-distribution cell types, while interactive foundation models overcome this through per-instance prompting at a cost that is prohibitively expensive for histopathology images containing hu... https://aaas.blog/paper/one-click-per-cell-type-suffices-training-free-group-interaction-for-cell-instance-segmentation https://aaas.blog/paper/one-click-per-cell-type-suffices-training-free-group-interaction-for-cell-instance-segmentation Mon, 06 Jul 2026 06:14:37 GMT paper uncategorized YouTube thumbnail collector for ML datasets || search, scrape, download, export to CSV. https://aaas.blog/dataset/myounus-codes-thumbnails-scraper-for-machine-learning-model-training https://aaas.blog/dataset/myounus-codes-thumbnails-scraper-for-machine-learning-model-training Mon, 22 Jun 2026 09:00:29 GMT dataset uncategorized Full Stack AI Data Analytics Platform — Upload CSV or fetch live market data → get instant stats, charts, anomaly detection & AI insights https://aaas.blog/dataset/akankshakesarkar-ai-csv-analyzer https://aaas.blog/dataset/akankshakesarkar-ai-csv-analyzer Mon, 22 Jun 2026 09:00:26 GMT dataset uncategorized Enterprise AI Education SaaS Platform with AI Tutor, RAG, Voice Learning Assistant, Personalized Study Planner, Learning Analytics, LMS Architecture, and Role-Based Authentication. https://aaas.blog/provider/anirodh-padhy-edumind-ai https://aaas.blog/provider/anirodh-padhy-edumind-ai Wed, 17 Jun 2026 08:42:18 GMT provider uncategorized AI-assisted curation and organization for large media datasets https://aaas.blog/dataset/2arons-media-curator https://aaas.blog/dataset/2arons-media-curator Wed, 17 Jun 2026 08:42:11 GMT dataset uncategorized Together AI provides a cloud platform for running, fine-tuning, and deploying open-source language models. It hosts a wide catalog of models from Llama to Mistral and offers serverless inference, dedicated endpoints, and a fine-tuning pipeline. Together AI is popular among developers who want OpenAI-compatible APIs for open-weight models at competitive pricing. https://aaas.blog/provider/together-ai https://aaas.blog/provider/together-ai Fri, 24 Apr 2026 00:00:00 GMT provider llm-providers Together AI's compute platform provides on-demand and reserved GPU clusters for training and fine-tuning open-source models. It offers H100 and A100 clusters with high-bandwidth networking optimized for distributed training runs, serving as both a GPU cloud provider and an inference platform. Teams use Together AI compute to run multi-node training jobs on Llama and Mistral variants. https://aaas.blog/provider/together-ai-gpu https://aaas.blog/provider/together-ai-gpu Fri, 24 Apr 2026 00:00:00 GMT provider gpu-compute Vast.ai is a peer-to-peer GPU marketplace connecting researchers and startups with spare GPU capacity from data centers and individuals worldwide. It offers some of the cheapest GPU rental prices on the market with flexibility to choose hardware by price, latency, or reliability score. Best suited for cost-sensitive experimentation and training runs. https://aaas.blog/provider/vast-ai https://aaas.blog/provider/vast-ai Fri, 24 Apr 2026 00:00:00 GMT provider gpu-compute xAI is Elon Musk's AI company and creator of the Grok model family. It provides API access to Grok models with real-time web search integration, available through the xAI API and X (Twitter) platform. Grok models are trained on a broad mix of web and social data and emphasize up-to-date knowledge and uncensored reasoning. https://aaas.blog/provider/xai https://aaas.blog/provider/xai Fri, 24 Apr 2026 00:00:00 GMT provider llm-providers The NVIDIA H200 is a Hopper-generation GPU with 141GB of HBM3e memory — nearly double the H100's bandwidth — targeting inference workloads for very large models. The additional memory enables running 70B+ parameter models on fewer GPUs, significantly reducing the cost per inference token for large-scale deployments. https://aaas.blog/hardware/nvidia-h200 https://aaas.blog/hardware/nvidia-h200 Fri, 24 Apr 2026 00:00:00 GMT hardware ai-hardware The NVIDIA RTX 5090 is NVIDIA's flagship consumer/prosumer GPU in the Blackwell generation, featuring 32GB GDDR7 memory and massive compute for local AI inference and fine-tuning. It allows running 70B quantized models on a single consumer GPU and is the premier choice for developers who need frontier local model capability in a workstation. https://aaas.blog/hardware/nvidia-rtx-5090 https://aaas.blog/hardware/nvidia-rtx-5090 Fri, 24 Apr 2026 00:00:00 GMT hardware ai-hardware SambaNova's SN40L is a Reconfigurable Dataflow Unit designed for high-throughput LLM inference and training. Its tiered memory architecture — combining on-chip SRAM with off-chip DRAM — allows serving multiple large models simultaneously with industry-leading batch throughput. The SN40L is the hardware underlying SambaNova Cloud's inference API. https://aaas.blog/hardware/sambanova-sn40l-rdu https://aaas.blog/hardware/sambanova-sn40l-rdu Fri, 24 Apr 2026 00:00:00 GMT hardware ai-hardware Google TPU v6e Trillium is Google's sixth-generation TPU with 4x the compute and 3x the memory bandwidth per chip compared to v5e. Trillium is generally available on Google Cloud for both training and inference workloads, offering the most cost-efficient TPU option for teams training Gemma and other open models on Google Cloud. https://aaas.blog/hardware/tpu-v6e-trillium https://aaas.blog/hardware/tpu-v6e-trillium Fri, 24 Apr 2026 00:00:00 GMT hardware ai-hardware Google's TPU v7 Ironwood is the seventh generation of Google's custom Tensor Processing Units, designed for large-scale AI inference at hyperscaler capacity. Ironwood pods target serving frontier models like Gemini at Google's internal scale and are available to cloud customers via Google Cloud's TPU v7 instances. https://aaas.blog/hardware/tpu-v7-ironwood https://aaas.blog/hardware/tpu-v7-ironwood Fri, 24 Apr 2026 00:00:00 GMT hardware ai-hardware 825GB diverse English pretraining corpus from 22 high-quality data sources. https://aaas.blog/dataset/the-pile https://aaas.blog/dataset/the-pile Fri, 24 Apr 2026 00:00:00 GMT dataset datasets 1.5M high-quality multi-turn dialogue dataset for instruction fine-tuning. https://aaas.blog/dataset/ultrachat https://aaas.blog/dataset/ultrachat Fri, 24 Apr 2026 00:00:00 GMT dataset datasets Identifies non-obvious skill adjacencies and transferable capabilities between different roles and domains. Maps how expertise in one area translates to another — for example, how a military logistics background maps to supply chain management, or how academic research skills map to product analytics. Surfaces high-potential candidates that traditional keyword-based ATS systems routinely discard. https://aaas.blog/skill/skill-adjacency-detection https://aaas.blog/skill/skill-adjacency-detection Tue, 21 Apr 2026 00:00:00 GMT skill people-foundry Generates customized 30/60/90-day training schedules for new employees based on their role, department, seniority, and onboarding goals. Sequences mandatory compliance training, role-specific tool walkthroughs, and team introductions into a coherent calendar that integrates with the employee's actual availability. https://aaas.blog/skill/training-schedule-generation https://aaas.blog/skill/training-schedule-generation Tue, 21 Apr 2026 00:00:00 GMT skill people-foundry Analyzes customer usage patterns, feature adoption gaps, and engagement trends to identify accounts ready for upsell or cross-sell conversations. Produces ranked expansion opportunities with supporting evidence — which features they are actively using, which limits they are approaching, and the timing signals that indicate readiness. https://aaas.blog/skill/upsell-identification https://aaas.blog/skill/upsell-identification Tue, 21 Apr 2026 00:00:00 GMT skill customer-success-foundry Generates personalized upskilling and learning path recommendations for employees based on their current skill profile, career trajectory goals, and identified flight risk signals. Matches employees to specific courses, mentorship opportunities, and internal projects that address their development gaps and increase retention probability. https://aaas.blog/skill/upskill-recommendation https://aaas.blog/skill/upskill-recommendation Tue, 21 Apr 2026 00:00:00 GMT skill people-foundry Forecasts engineering delivery timelines using historical sprint velocity, team composition, and dependency complexity. Identifies tasks at high risk of delay before they become blockers, producing adjusted delivery estimates and capacity recommendations that inform roadmap sequencing. https://aaas.blog/skill/velocity-prediction https://aaas.blog/skill/velocity-prediction Tue, 21 Apr 2026 00:00:00 GMT skill revenue-foundry The MLflow integration with Databricks provides a managed MLflow service within the Databricks platform. It simplifies the process of tracking experiments, managing models, and deploying them to production by leveraging Databricks' scalable infrastructure and collaborative environment. https://aaas.blog/integration/mlflow-databricks https://aaas.blog/integration/mlflow-databricks Wed, 15 Apr 2026 00:00:00 GMT integration ai-integrations TensorFlow Privacy is a library that makes it easier to train machine learning models with differential privacy. It provides TensorFlow optimizers that implement differentially private stochastic gradient descent (DP-SGD), allowing developers to protect the privacy of training data while still achieving good model performance. https://aaas.blog/integration/tensorflow-privacy https://aaas.blog/integration/tensorflow-privacy Wed, 15 Apr 2026 00:00:00 GMT integration ai-integrations The Hugging Face Transformers training script simplifies the process of training and fine-tuning transformer models for various NLP tasks. It provides a high-level API and pre-built training loops, enabling users to quickly adapt pre-trained models to their specific datasets and objectives. https://aaas.blog/script/hugging-face-transformers-training-script https://aaas.blog/script/hugging-face-transformers-training-script Mon, 13 Apr 2026 00:00:00 GMT script ai-scripts The TensorFlow Model Optimization Toolkit script provides tools and techniques to optimize TensorFlow models for deployment, including quantization, pruning, and clustering. It reduces model size and improves inference speed, making models more suitable for edge devices and resource-constrained environments. https://aaas.blog/script/tensorflow-model-optimization-toolkit-script https://aaas.blog/script/tensorflow-model-optimization-toolkit-script Mon, 13 Apr 2026 00:00:00 GMT script ai-scripts Hugging Face Optimum Intel Extension is a toolkit designed to accelerate inference and training of transformer models on Intel CPUs and GPUs. It leverages Intel's Deep Learning Boost (DL Boost) and other hardware features to optimize model performance within the Hugging Face ecosystem. https://aaas.blog/integration/hugging-face-optimum-intel https://aaas.blog/integration/hugging-face-optimum-intel Mon, 13 Apr 2026 00:00:00 GMT integration ai-integrations