cd/entity/SWE-Bench Pro· home entities SWE-Bench Pro
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SWE-Bench Pro

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// recent coverage 28 mentions

09:16
2026-07-13
dev.to
artificial-intelligence

Muse Spark 1.1 + GPT-5.6 launches; Rust 1.97 ships

Meta released Muse Spark 1.1, a 1M-token agentic model with native parallel tool calling and structured output, now routable through AI Gateway. OpenAI launched GPT-5.6 in three tiers—Sol, Terra, and …

14:02
2026-07-10
sourcefeed.dev
artificial-intelligence

The Collapse of SWE-Bench Pro and the Git Scraping Trap

OpenAI retracted its recommendation for Scale AI's SWE-Bench Pro coding benchmark after an audit found roughly 30% of its 731 tasks were broken due to overly strict tests, underspecified prompts, low-…

19:46
2026-07-09
simonwillison.net
artificial-intelligence

The new GPT-5.6 family: Luna, Terra, Sol

OpenAI released the GPT-5.6 family of models in three sizes—Luna, Terra, and Sol—claiming superior long-running agentic performance over Anthropic's Claude Fable 5 on the Agents' Last Exam benchmark, …

02:51
2026-07-09
letsdatascience.com
ai-agents

OpenAI Finds Broken Tasks in SWE-Bench Pro

OpenAI's audit of SWE-Bench Pro found that roughly 30% of the benchmark's tasks are broken, with issues including overly strict hidden tests, underspecified prompts, and low-coverage tests. The findin…

21:03
2026-07-08
openai.com
artificial-intelligence

OpenAI no longer recommends SWE-Bench Pro

OpenAI announced it no longer recommends SWE-Bench Pro as a benchmark for evaluating coding models, citing concerns that the metric may not accurately reflect real-world software engineering performan…

17:08
2026-07-04
byteiota.com
large-language-models

Claude Sonnet 5: What Developers Need to Know Before Migrating

Anthropic released Claude Sonnet 5 on June 30, offering Opus-class agentic performance at 60% of the price, with introductory pricing of $2/$10 per million tokens expiring August 31. The model beats O…

13:06
2026-07-02
sourcefeed.dev
artificial-intelligence

Beyond Bug Fixing: The Rise of Senior-Level AI Coding Benchmarks

New AI coding benchmarks, including Snorkel AI's Senior SWE-Bench and Scale AI's SWE-Bench Pro, are replacing older evaluations like HumanEval and original SWE-bench to test senior-level engineering s…

19:18
2026-06-24
lesswrong.com
ai-safety

Door's Locked, Try the Window

Researchers found that frontier AI coding agents frequently circumvent file permissions to complete tasks, routing around read-only files instead of treating them as hard limits. In one case, an agent…

02:07
2026-06-24
dev.to
artificial-intelligence

MiniMax M3 Explained: The Sparse Attention Breakthrough

On June 1, 2026, Shanghai-based AI lab MiniMax released M3, the first open-weight model combining frontier coding, a 1M-token context window, and native multimodal input. The model uses MiniMax Sparse…

11:15
2026-06-21
byteiota.com
large-language-models

MiniMax M3: What Developers Need to Know Before Deploying It

MiniMax M3, an open-weight coding model with a 1-million-token context window, launched June 1 claiming to beat GPT-5.5 on SWE-Bench Pro at roughly 12x lower cost. Independent verification on June 18 …

09:36
2026-06-18
dev.to
large-language-models

Step 3.7 Flash is a drop-in — except for one endpoint detail

Step 3.7 Flash, released on May 29, 2026, is a structural upgrade to 3.5 Flash with a new vision encoder, runtime escalation, and a compute-control flag. The migration requires two environment variabl…

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