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Parameter Golf showed how AI coding agents shaped machine learning research

November 9, 2026 by Tops GPTs
Parameter Golf showed how AI coding agents shaped machine learning research

OpenAI ran Parameter Golf, an eight-week challenge with over 1,000 participants and 2,000+ submissions that asked teams to minimize held-out loss on the FineWeb dataset under a 16 MB artifact limit and a 10-minute training budget on 8×H100s. Organizers said AI coding agents widened participation but

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Voyager launches macOS file browser with integrated agents

November 9, 2026 by Tops GPTs
Voyager launches macOS file browser with integrated agents

Voyager has released a macOS file browser that runs AI agents inside folders and uses files as task context. The app supports Claude Code, Codex and Hermes; the maker says current features are free and file-change tracking is under research.

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AutoScout24 Enhances Engineering with AI Workflows

November 9, 2026 by Tops GPTs
AutoScout24 Enhances Engineering with AI Workflows

AutoScout24 Group says it cut development cycles from weeks to days by embedding Codex into engineering workflows and rolling out ChatGPT to roughly 2,000 employees. The company reported faster iterations, improved code quality and broader AI adoption among ~1,000 builders.

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NVIDIA Engineers Leverage Codex with GPT-5.5 for Enhanced Productivity

November 9, 2026 by Tops GPTs
NVIDIA Engineers Leverage Codex with GPT-5.5 for Enhanced Productivity

NVIDIA engineers report using Codex, built on GPT‑5.5 and running on NVIDIA GB200 and GB300, to speed development and automate research workflows. The company cites a 10x improvement in experiment turnaround and about 40k NVIDIANs with access to Codex.

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OpenAI outlines sandbox approach to enable Codex on Windows

November 9, 2026 by Tops GPTs
OpenAI outlines sandbox approach to enable Codex on Windows

OpenAI engineer David Wiesen explains a custom sandbox built to enforce file and network constraints for Codex on Windows. The design evolved from an unelevated prototype using SIDs and write-restricted tokens to an elevated model that adds firewall rules and dedicated local users.

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OpenAI updates ChatGPT to use context and safety summaries in crisis talks

November 9, 2026 by Tops GPTs
OpenAI updates ChatGPT to use context and safety summaries in crisis talks

OpenAI said on May 14, 2026 it updated ChatGPT to better detect evolving risk across conversations, targeting suicide, self-harm and harm-to-others. The changes add short safety summaries and model training; internal tests reported higher rates of safe responses.

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OpenAI brings Codex to ChatGPT mobile app for remote development

November 9, 2026 by Tops GPTs
OpenAI brings Codex to ChatGPT mobile app for remote development

OpenAI has added Codex to the ChatGPT mobile app in a preview, enabling live access to work running on laptops, devboxes, or remote environments. Remote SSH, Hooks, programmatic tokens and HIPAA support for eligible Enterprise workspaces are also detailed.

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Sea’s Codex Rollout: Transforming Software Development in Southeast Asia

November 9, 2026 by Tops GPTs
Sea's Codex Rollout: Transforming Software Development in Southeast Asia

Sea Limited is deploying Codex across its engineering organisation, reporting 87% weekly active users. Co-Founder David Chen says AI agents are shifting developers’ roles and the company will host a regional Codex Hackathon Series with OpenAI across Asia.

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Databricks to Implement GPT-5.5 in Enterprise Workflows

November 9, 2026 by Tops GPTs
Databricks to Implement GPT-5.5 in Enterprise Workflows

Databricks reported that GPT‑5.5 set a new record on its OfficeQA Pro benchmark, achieving over 50% accuracy and reducing errors by 46% versus GPT‑5.4. The company is offering GPT‑5.5 through AI Unity Gateway for use in AgentBricks and the Agent Supervisor API.

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Kuken Industries cuts drawing search to 4.5 minutes with OpenAI API

November 9, 2026 by Tops GPTs
Kuken Industries cuts drawing search to 4.5 minutes with OpenAI API

Kuken Industries and Recursive built a field app using the OpenAI API that finds replacement-part drawings in about 4.5 minutes, down from nearly an hour. The company projects about a 90% reduction in hours spent searching drawings over a year.

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