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Earlier sources: Artificial Intelligence
Artificial intelligence covers systems that learn from data, generate content, perceive their surroundings, or act toward a goal. Follow model research, agent tooling, evaluation, and the infrastructure used to build and run these systems.
SYMTRI organizes observations from public sources into a living map. Connections reflect shared subject matter; they do not establish causation or endorse a source.
Open in the map ↗5542 classified signals in the fourteen-day window. Recent momentum: steady. These counts include signals awaiting readable evidence.
Earlier sources
Up to ten sources with readable evidence, ordered by their feed timestamp. These archive sources can be older than the live fourteen-day window. This list is a sample, not a measure of total activity. Dates distinguish paper publication, repository creation, model/dataset activity, Hacker News posts, and KEV catalog additions. “First archived” records when SYMTRI first stored the signal.
- Hugging Face · Model / dataset date · First archived
javawock7618/comfy-MiniMax-H3-workflows — model update ↗
# MiniMax-H3 INT8 FLF, R2V, Bridge & TTS Workflows Collection Optimized **ComfyUI workflows** for **MiniMax-H3**, featuring INT8 inference, native **Block Sparse Attention**, Spectrum, Lightx2v LoRA, Turbo-LoRA, native Extend, Fun ControlNet Union V2V control, Face Refine, TTS, Latent Upscaler, Bridge, and Group Bypass. ## Workflows | Workflow | File | Description | |---|---|---| | First-Last-Frame (FLF) | `MiniMax_int8_I2V-javanoYYMM.x.json` | FLF/I2V video generation with Extend, ControlNet Union V2V, and Latent Upscaler. | | Reference-to-Video (R2V) | `MiniMax_int8_R2V-javanoYYMM.x.json` |
- Hacker News · Posted on Hacker News · First archived
An exploratory study of hallucination in Qwen 3.8-27B and GPT-OSS-20B ↗
Hacker News discussion.
- GitHub · Repository created · First archived
motalim-ai/motion-starter-kit ↗
اصنع فيديو موشن جرافيك بـ Remotion من أي فيديو مرجعي. نفس القواعد لـ Claude Code وCodex وAntigravity.
- GitHub · Repository created · First archived
skrrt-sh/motty-sdk ↗
The toolkit for building motties, models made of code, not weights. LLMs are layer 1. A motty is layer 2, below your agents, and to them it is one more model. Inside, it is your TypeScript. It fits the stack you have, as your gateway or beside it.
- Hugging Face · Model / dataset date · First archived
llmbenchio/benchmarks-by-vram — dataset update ↗
**Updated on:** 11 Oct 2026 **Data contains:** runs from the last 30 days **Minimum runs:** model/hardware combos with fewer than 3 runs are excluded # llm-bench.io — Community LLM Benchmark Leaderboard by Hardware Per-model community benchmark data for **local LLMs**, curated from [llm-bench.io](https://llm-bench.io) and grouped by **hardware** and **available VRAM**. This dataset contains only **aggregated statistics** derived from individual benchmark submissions. It does **not** contain raw submissions, prompts, model responses, machine identifiers, or client/session data. The raw data liv
- Hugging Face · Model / dataset date · First archived
serialhex/gemma4-26b-biblical-qlora — model update ↗
# Model Card for gemma4-26b-biblical-qlora This model is a fine-tuned version of [unsloth/gemma-4-26B-A4B-it](https://huggingface.co/unsloth/gemma-4-26B-A4B-it). It has been trained using [TRL](https://github.com/huggingface/trl). ## Quick start ```python from transformers import pipeline question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?" generator = pipeline("text-generation", model="serialhex/gemma4-26b-biblical-qlora", device="cuda") output = generator([{"role": "user", "content": question}], max_new_tok
- GitHub · Repository created · First archived
barbarabax/sonora-studio ↗
Free, local-first AI music studio for ACE-Step 1.5 with a friendly UI: prompt and lyrics composer, song library, remix, editor, stems and mastering. Runs on your GPU via ComfyUI, or on RunPod / Vast.ai.
- Hacker News · Posted on Hacker News · First archived
Vibe Prospecting – B2B Prospecting from Claude and Claude Code via MCP ↗
Hacker News discussion.
- GitHub · Repository created · First archived
chen-xinyi111/ecommerce-ai-after-sales ↗
电商智能售后服务台：订单查询、AI 咨询、售后申请、人工协作与客服审批办理。Vue 3 / FastAPI / LangGraph。
- Hacker News · Posted on Hacker News · First archived
I build an open-source runtime security layer for AI agents – Let's break it ↗
Hacker News discussion.
Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.
How to assess evidence about Artificial Intelligence
Check each original source for its methods, release status, limitations, and supporting data. A repository announcement, a preprint, and a published study provide different kinds of evidence. SYMTRI’s subject classification helps discovery; it does not independently validate the source’s claims.
See the collection and counting methodology ↗ · Read the weekly synthesis ↗
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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.