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Software engineering benchmark (SWE-bench) stories

Aug 25, 2026

OpenAI head of product Thibault Sottiaux discusses Codex growth and expansion plans

Thibault Sottiaux, OpenAI's head of product known for managing token limits on the Codex software engineering tool, gave an interview discussing the product's growth milestones and the company's plans to expand its reach.

Aug 25, 2026·2 sources
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Jul 8, 2026

Cognition Launches SWE-1.7 AI Model, Claims Near-Frontier Performance at Lower Cost

Cognition released SWE-1.7, its most capable AI model to date, which the company says performs within a few points of leading frontier models while offering significantly reduced costs and 1000 tokens per second speed. The company reports continued gains from scaling reinforcement learning.

Jul 8, 2026·3 sources
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Apr 29, 2026

Poolside AI Releases Laguna XS.2 and M.1 Open-Weight Coding Models

Poolside AI released two new open-weight agentic coding models, Laguna XS.2 and M.1, achieving 68.2% and 72.5% respectively on SWE-bench Verified benchmark for long-horizon coding tasks.

Apr 29, 2026·1 source
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Apr 14, 2026

MiniMax Open Sources M2.7 Self-Evolving Agent Model Achieving 56.22% on SWE-Pro Benchmark

MiniMax released model weights for MiniMax M2.7 on Hugging Face, a self-evolving agent model that scores 56.22% on SWE-Pro and 57.0% on Terminal Bench 2. The company also released MMX-CLI, a command-line interface providing native access to image, video, speech, music, vision, and search capabilities.

Apr 14, 2026·2 sources
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Apr 8, 2026

Z.AI Releases GLM-5.1 Open-Source Model Capable of 8-Hour Autonomous Execution

Chinese AI company Z.AI unveiled GLM-5.1, a 754B parameter open-source agentic model that achieves state-of-the-art performance on SWE-Bench Pro and can run autonomously for up to 8 hours on long-horizon engineering tasks.

Apr 8, 2026·2 sources
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Top claims

  • ▪OpenAI announced an 80% price reduction with the release of its Luna model as part of an ongoing effort to improve efficiency.
  • ▪Thibault Sottiaux serves as the lead for core products at OpenAI, overseeing the API, agent infrastructure, enterprise, ChatGPT, and Codex.
  • ▪OpenAI released an Apple Messages plugin on August 25, 2026, enabling ChatGPT to send text messages on behalf of users.

Subtopics

AI agents3AI coding assistants3Open-source AI3AI research & benchmarks2AI startups2China AI regulations2Open model benchmarks & leaderboards2Open model families2AI foundation models1AI inference (scaling)1AI tools & products1Large language models (LLMs)1Multimodal models1

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