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Code Generation

107 summarised stories about Code Generation, each linking back to the original source. Browse all topics →

Thursday, 2 July 2026

Ethan Mollick on working with Mythos-class models

The Neuron 2 weeks ago

Ethan Mollick tested Claude 5 Fable, Anthropic's new Mythos-class AI model, and found it substantially outperformed previous public models across diverse tasks from academic writing to software development. In one project, the model spent 9.5 hours building Concord, a research tool for calibrating human and AI judgments on datasets, using its own spawned agents to conduct research and verify code while making hundreds of autonomous decisions. The shift changes the user's role from actively steering the AI's work to commissioning finished outputs, with little visibility into the model's decision-making process, raising questions about whether increased capability inherently means decreased human control.

Fable 5 will default to Opus 4.8 for coding tasks

The Neuron 2 weeks ago

Fable 5 defaults to using Claude Opus 4.8 rather than its latest version when performing coding tasks. Early users discovered this behavior while testing the agent despite Fable 5 being marketed as an advanced coding tool. This suggests potential performance limitations or stability concerns with the latest model for code-generation work.

[AINews] not much happened today

Latent Space 2 weeks ago

Fable 5 was relaunched with updated safety constraints that route some requests to other models, prompting developers to adopt multi-model orchestration strategies instead of relying on a single frontier model. GLM-5.2 became the first open model to lead a category on APEX-SWE benchmarks with 55.3% Pass@1 on Integration tasks, while inference optimizations like DSpark speculative decoding achieved around 250 tokens per second on 8×B300 hardware. Agent infrastructure shifted toward wiki-structured memory systems, dynamic skill composition with +23.1 percentage point gains on SkillsBench, and agentic MapReduce patterns for large-scale workflows like security vulnerability detection.