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Common 65% output discount across 10 prompts (range 22-87%). You might must tune prompt templates for best results. Alt I retains Codex as executor, provides only a skinny skills-codex-gemini-review overlay, and routes the reviewer-aware predefined https://gambloria-aus.net/ expertise by way of the native gemini-review MCP bridge with direct Gemini API by default. Alt G retains Codex as executor however swaps the reviewer to Claude Code CLI by way of the native claude-review MCP bridge, with async polling for long paper/review prompts.

Alt D uses Alibaba Coding Plan — one API key for both executor and reviewer, 4 models included (Kimi, Qwen, GLM, MiniMax). Beyond the default Claude × GPT-5.four route, ARIS ships 9 different routes (Alt A-I) masking 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 different models — same cross-model architecture, completely different suppliers. Research-pipeline ──→ idea-discovery ──→ research-lit ──→ experiment-bridge ──→ run-experiment ──→ auto-review-loop ──→ idea-creator ──→ novelty-check ──→ research-review

In March 2017, the government of the United Kingdom pulled its promoting campaigns from YouTube, after reports that its adverts had appeared on movies containing extremist content material. The move was intended to create competition with web sites corresponding to Hulu, which options material from NBC, Fox, and Disney. In November 2008, YouTube reached an settlement with MGM, Lions Gate Entertainment, and CBS, allowing the businesses to post full-length movies and television episodes on the site, accompanied by ads in a piece for U.S. viewers known as “Shows”.

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• Please guarantee that you’re following the platform’s tips when downloading content material .
• The announcement got here a day after internet hosting a Sting live performance for 50 people, together with Microsoft executives, in Davos, Switzerland.
• In May 2025, Microsoft announced that it’s laying off more than 6,000 staff, round three p.c of the corporate’s complete workforce.
• YouTube has enabled folks to extra directly have interaction with authorities, such as within the CNN/YouTube presidential debates (2007) in which strange people submitted inquiries to U.S. presidential candidates via YouTube video, with a techPresident co-founder saying that Internet video was changing the political landscape.
• # Interactive setup wizard — runs identically on every platform npx init wizard # Quick non-interactive init # npx init # Or set up globally npm set up -g
• Choose your stage of grunt — lite (drop filler), full (default caveman), extremely (telegraphic), or wenyan (classical Chinese, even shorter).

Unlike Workflows 1–4 which optimize analysis artifacts (papers, code, experiments), Workflow M optimizes the harness itself — the SKILL.md directions, default parameters, and convergence guidelines that govern how ARIS operates. Decide your degree of grunt — lite (drop filler), full (default caveman), extremely (telegraphic), or wenyan (classical Chinese, even shorter). The core expertise cowl general analysis workflows, however each subject has its own tools and patterns.

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Claude Code reads this and knows how to SSH in, activate the surroundings, and launch experiments. The trade-off purchased us Claude Code’s automatic slash-command discovery (which solely scans one directory degree deep). ARIS ships 75+ skills throughout literature, ideation, experiments, audit, writing, talks, patents, and meta-utilities.

The layoffs primarily affected Activision Blizzard workers, however some Xbox and ZeniMax employees have been also affected. In October 2014, Microsoft revealed that it was virtually accomplished with eliminating 18,000 workers, which was its largest-ever layoff sweep. In September 2014, Microsoft laid off 2,100 folks, together with 747 individuals within the Seattle–Redmond space, the place the company is headquartered. Microsoft employed 127,104 people as of June 5, 2014, making this a few 14 percent reduction of its workforce as the most important Microsoft layoff ever. In November 2018, the company received a $480 million military contract with the U.S. authorities to bring augmented reality (AR) headset expertise into the weapon repertoires of American troopers.

DeepSeek V4 Pro + Xiaomi MiMo + Qwen three.6 + Doubao in /setup (options 7-10). 9 dead-code warnings cleared; aris setup assist textual content synced with actual behaviour. forty six existing SKILL.md refreshed — most critically the canonical resolver chain rollout (closes actual consumer incident the place /research-wiki was empty for every week from hardcoded tools/research_wiki.py), submission assurance gate + exterior verifier (/paper-writing Part 6 now functions). What matters is the analysis workflow — take it wherever you go. Cd ~/.claude/plugins/marketplaces/thedotmack npm run bug-report Configure AI model, employee port, information directory, log level, and context injection settings.

On YouTube, this will be primarily based on components such as searches and video history, and the age of the account. On July 30, 2025, amid the implementation of the Online Safety Act 2023 in the United Kingdom, Google announced that it might begin to enforce “age assurance” insurance policies for chosen customers in the Usa as a trial. The platform aims to penalize creators using deceptive or sensationalized titles, with potential actions including video removing or channel suspension.

Use /meta-optimize –global to analyze developments throughout all your tasks. Set up Codex MCP (for evaluation skills) npm set up -g @openai/codex codex setup # set mannequin to gpt-5.5 when prompted claude mcp add codex -s person — codex mcp-server # three. Custom Claude Code skills for autonomous ML research workflows.

Settings are managed in ~/.claude-mem/settings.json (auto-created with defaults on first run). The installer handles dependencies, plugin setup, AI supplier configuration, worker startup, and optional real-time statement feeds to Telegram, Discord, Slack, and extra. This allows Claude to take care of continuity of data about projects even after periods finish or reconnect. You switched accounts on one other tab or window.

From now on, /research-lit auto-ingests papers, /idea-creator reads # the wiki before brainstorming (and writes ideas back), /result-to-claim updates # declare standing. 🔥 Rebuttal mode — reviews simply dropped? ARIS reads the paper → finds its weaknesses → clones the codebase → generates ideas that specifically fix these weaknesses with that code → runs experiments → writes your paper. Pro-level reasoning for proof verification, experiment auditing, and last stress tests. These expertise orchestrate cross-model collaboration — Claude Code drives the research whereas an external LLM (via Codex MCP) acts as a critical 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.