AI tools for “learning”

…run leaf skill for bounded exploratory evidence in deep learning research repositories. Use when the researcher explicitly authorizes exploratory runs such as small-subset validation, short-cycle guess-and-check,…

…skill slug for meaningful and potentially novel deep learning research candidates. Use when the researcher has chosen the task family, dataset, benchmark, evaluation method, provided SOTA references, and wants…

Rigor Analyze / Rigor Audit read-only skill for deep learning research repositories. Use when the user wants to read and understand a repository, inspect model structure and training or inference entrypoints, review…

Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction. Use when the user wants an end-to-end, minimal-trustworthy flow that reads the repository first, selects the smallest…

Rigor Debug / Rigor Audit skill for deep learning research work. Use when the user pastes a traceback, terminal error, CUDA OOM, checkpoint load failure, shape mismatch, NaN loss symptom, or training failure and wants…

…leaf skill for auditable candidate implementation in deep learning research repositories. Use when the researcher explicitly authorizes exploratory work on an isolated branch or worktree to transplant modules, adapt a…

Rigor Train skill for deep learning research repositories. Use when a documented or selected training command should be run conservatively for startup verification, short-run verification, full kickoff, or resume, with…

Rigor Paper Context helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to resolve a specific paper detail such…

Rigor Intake helper for README-first deep learning repo reproduction. Use when the task is specifically to scan a repository, read the README and common project files, extract documented commands, classify inference,…

Rigor Run skill for README-first deep learning repo reproduction. Use when the task is specifically to capture or normalize evidence from the selected smoke test or documented inference or evaluation command and write…

Rigor Setup skill for README-first deep learning repo reproduction. Use when the task is specifically to prepare a conservative conda-first environment, checkpoint and dataset path assumptions, cache location hints, and…

…lightweight server, website, backend, GPU, machine learning, HPC simulation, dev/test, workload, family, load balancer, Flexible orchestration, Uniform orchestration, cost estimate, capacity reservation (CRG),…

Practical, step-by-step AI use ideas with copy-ready prompts for productivity, making money, health, learning, finances and careers.

…from Claude Academy (academy.claude.com), Anthropic's learning hub. Trigger on: "how do I", "how can I", "getting started with", "what can Claude do", "teach me", "learn to use"; questions about artifacts,…

Type one sentence, get a finished educational video - animation, voiceover, subtitles and music - in about three minutes. Made for teachers, students and science creators. Free to download.

Free online IELTS Writing practice on a 1:1 copy of the computer-delivered test. The AI essay checker gives a band score, line-by-line feedback and corrections.

One shared canvas with purpose-built AI tools for images, video, vectors, 3D and audio. Bring your team and create together.

Free gradebook calculator for weighted course grades. Enter assignment scores and category weights, see your average, and save results in your browser.

Better teachers from better learners Skip to article Blogs Boba Ampersand Persimmon Join Us Introducing &Tutor Training better tutors with better learners By Alexis Ross* & Manya Bansal* & friends at humans& API › Model…

Research notes and experiments on machine learning systems, reinforcement learning, evaluations, and language models. Skip to my writingd↗My writingSeriesLabChipformerMy workAboutRésumé ↗Let's talk ↗Thinking…