Alt D uses Alibaba Coding Plan — one API key for both executor and reviewer, four fashions included (Kimi, Qwen, GLM, MiniMax). Past the default Claude × GPT-5.four route, ARIS ships 9 alternative routes (Alt A-I) overlaying Z.ai’s GLM, Alibaba’s Kimi/Qwen/GLM/MiniMax bundle, ModelScope’s free DeepSeek-V3.1, Codex-as-executor with Claude or Gemini reviewers, and Google Antigravity because the executor. You can swap in other models — similar cross-model structure, completely different providers. Research-pipeline ──→ idea-discovery ──→ research-lit ──→ experiment-bridge https://gambloria-aus.net/ ──→ run-experiment ──→ auto-review-loop ──→ idea-creator ──→ novelty-check ──→ research-review
Microsoft 365 (formerly Office) Contains Microsoft 365 Copilot App
Reference brokers, abilities, and data connectors for the authorized workflows we see most — in-house business, privateness, product, corporate, employment, litigation, regulatory, AI governance, IP, and the learning facet of the follow (law faculty clinics and students). Use it in private projects, at work, in your group — no restrictions past including the license discover. Study to wire slash instructions + memory + subagents + hooks into automated pipelines that handle code critiques, deployments, and documentation technology. Not towards verbose default, so the delta is trustworthy.
Architecture
Like TikTok, it gives customers entry to built-in artistic tools, together with the potential of adding licensed music to their movies. The platform was tested in India and later expanded to other countries, together with the Usa in March 2021, with movies allowed as a lot as 1 minute long. In September 2020, YouTube introduced that it might be launching a beta version of a brand new platform of 15-second videos, just like TikTok, referred to as YouTube Shorts.
- Pioneering sustainable growth via revolutionary and innovative tasks, which are in the direction of perfection with the very best worldwide standards, is our ambition to make BB Group to turn into the leading multi-industry economic group within the region.
- Microsoft employed 127,104 individuals as of June 5, 2014, making this a few 14 p.c reduction of its workforce as the biggest Microsoft layoff ever.
- 🔥 Rebuttal mode — reviews just dropped?
- In 2016, YouTube introduced an choice to watch every video on the platform in 360-degree mode with Snoop Dogg.
- “Flip my research narrative right into a submission-ready PDF.” Requires a neighborhood LaTeX surroundings — see Conditions.
Corporate Affairs
/research-lit auto-skips and works as before. Connect your Obsidian vault to /research-lit — search your notes, tagged references, and processed insights (often extra useful than uncooked papers). /research-lit auto-skips and uses native PDFs + internet search as a substitute. Connect your Zotero library to /research-lit — search collections, learn your annotations/highlights, export BibTeX, all earlier than internet search. ARIS analyzes your coaching task (model size, dataset, time), finds the most price effective GPU that matches, ranks options by complete price (not just $/hr), then rents → runs → collects → destroys routinely. GPT-5.4 (the reviewer) solely decides what experiments to run — Claude Code figures out how based in your CLAUDE.md.
Round the identical time, YouTube began using server-side advert injection, which allows the platform to inject the advertisements immediately into the video, as an alternative of having the advert as a separate file which may be blocked. In late October 2023, YouTube started cracking down on the use of advert blockers on the platform. In 2022, YouTube launched an experiment where the company would show users who watched longer videos on TVs a protracted chain of short unskippable adverts, meaning to consolidate all adverts into the start of a video. In 2020, Roku removed the YouTube TV app from its streaming retailer after the 2 companies had been unable to achieve an settlement.
From now on, /research-lit auto-ingests papers, /idea-creator reads # the wiki earlier than brainstorming (and writes concepts back), /result-to-claim updates # declare status. 🔥 Rebuttal mode — reviews just dropped? ARIS reads the paper → finds its weaknesses → clones the codebase → generates ideas that particularly fix those weaknesses with that code → runs experiments → writes your paper. Pro-level reasoning for proof verification, experiment auditing, and ultimate stress exams. These abilities orchestrate cross-model collaboration — Claude Code drives the research while an exterior LLM (via Codex MCP) acts as a crucial reviewer. Every skill is a single SKILL.md readable by any LLM — swap Claude Code for Codex CLI, OpenClaw, Cursor, Trae, Antigravity, Copilot CLI, Windsurf, or your own agent and the workflows nonetheless work.
DeepSeek V4 Pro + Xiaomi MiMo + Qwen three.6 + Doubao in /setup (options 7-10). 9 dead-code warnings cleared; aris setup help text synced with precise behaviour. forty six present SKILL.md refreshed — most critically the canonical resolver chain rollout (closes real user incident the place /research-wiki was empty for every week from hardcoded tools/research_wiki.py), submission assurance gate + external verifier (/paper-writing Section 6 now functions). What matters is the research workflow — take it wherever you go. Cd ~/.claude/plugins/marketplaces/thedotmack npm run bug-report Configure AI model, employee port, information directory, log stage, and context injection settings.
