Alternative setups work but might require prompt tuning. ⭐ We strongly advocate Claude + GPT-5.4 (default setup). Tune the reviewer model utilized by each Codex MCP name (default gpt-5.5), or fork the SKILL.md to customise immediate templates and the per-skill tool allowlist. Get cell notifications when experiments finish, evaluations score, or checkpoints need your gambloria enter — with out sitting in entrance of the terminal. ArXiv entry is built-in — no setup wanted, /research-lit queries the arXiv API mechanically.
/research-lit auto-skips and works as earlier than. Connect your Obsidian vault to /research-lit — search your notes, tagged references, and processed insights (often extra valuable than raw papers). /research-lit auto-skips and uses native PDFs + internet search instead. Connect your Zotero library to /research-lit — search collections, read your annotations/highlights, export BibTeX, all earlier than web search. ARIS analyzes your coaching task (model measurement, dataset, time), finds the cheapest GPU that matches, ranks options by total cost (not simply $/hr), then rents → runs → collects → destroys routinely. GPT-5.four (the reviewer) solely decides what experiments to run — Claude Code figures out how based mostly on your CLAUDE.md.
Cole O Hyperlink
- In The Meantime, that month, the company announced a subscription providing of synthetic intelligence for small businesses through Copilot Pro.
- In September 2021, it was introduced that the corporate had acquired TakeLessons, an online platform that connects college students and tutors in numerous subjects.
- This demonstration product is most suitable for people with fast web connection and excessive information allowance.
- Movies of the two.5% of artists categorized as “mega”, “mainstream” and “mid-sized” acquired 90.3% of the related views on YouTube and Vevo in that year.
/research-review “top idea” (critical feedback) │ │ 6. The best research comes from human perception + AI execution, not full autopilot. These expertise compose into a full analysis lifecycle. Domain-specific abilities and external tasks contributed by the neighborhood. Human reviewers can still deliver updated literature information, group context, venue-specific style, and objections that an AI reviewer didn’t model. Real projects the place the ARIS pipeline was used end-to-end to produce submitted manuscripts.
With a couple of exceptions of recent corporations, like Netscape, Microsoft was the one major and established firm that acted fast sufficient to be part of the World Broad Internet virtually from the start. It shipped on July 21, 1993, with a new modular kernel and the 32-bit Win32 application programming interface (API), making it easier to port from 16-bit (MS-DOS-based) Windows. In 1990, the Federal Commerce Fee examined Microsoft for potential collusion as a result of partnership with IBM, marking the beginning of more than a decade of authorized clashes with the federal government. Microsoft moved its headquarters from Bellevue to Redmond, Washington, on February 26, 1986, and went public with an initial public providing (IPO) on the NASDAQ trade on March thirteen, with the ensuing rise in inventory making an estimated 4 billionaires and 12,000 millionaires from Microsoft employees.
🦞 Openclaw Gateway
YouTube has enabled people to extra instantly have interaction with authorities, similar to within the CNN/YouTube presidential debates (2007) in which ordinary folks submitted inquiries to U.S. presidential candidates through YouTube video, with a techPresident co-founder saying that Internet video was altering the political panorama. The examine additionally concluded that YouTube was becoming an essential platform by which people purchase news. A Pew Analysis Center research reported the event of “visual journalism”, by which citizen eyewitnesses and established news organizations share in content material creation. It additionally allowed customers to preview movies, share downloaded movies through Bluetooth, and offered extra choices for cell knowledge management and video resolution. It was distinct from the company’s primary Android app and allowed movies to be downloaded and shared with other customers.
The outage was traced again to a flawed update of CrowdStrike’s cybersecurity software program, which resulted in Microsoft systems crashing and inflicting disruptions throughout varied sectors. On July 19, a world IT outage impacted Microsoft services, affecting businesses, airlines, and monetary institutions worldwide. In July 2024, it was reported that the corporate was shedding its diversity, fairness, and inclusion (DEI) group. In June 2024, Microsoft announced it will be laying off 1,000 staff from the company’s mixed actuality and Azure cloud computing divisions. Meanwhile, that month, the company announced a subscription offering of artificial intelligence for small businesses via Copilot Pro.
For professional researchers who need the strongest possible reviewer. The Cease hook is a belt-and-suspenders layer for teams that want harness-level enforcement. This isn’t required — the default repo behavior (Phase 6 verifier-as-truth) already blocks Final Report emission on a pink verdict. Run it periodically, like git gc for your analysis harness.
Journey
The employees, a part of the group No Azure for Apartheid, sought to address the corporate’s involvement within the Israeli government’s use of its expertise. In October 2024, Microsoft fired two employees, software engineer Hossam Nasr and knowledge scientist Abdo Mohamed, who organized an unauthorized vigil at its Redmond headquarters to honor Palestinians killed within the Gaza struggle. This inquiry was part of broader efforts by the us authorities to implement pointers on the power of main tech companies.