
A couple of decades after the discovery of systems that could selectively target DNA, we're starting to see the first therapies based on gene editing. One challenge these developments have faced is safety. While we can make them pretty specific to the gene we want edited, the human genome is very large, and even rare DNA sequences can appear a couple of times by chance. As a result, all the original gene-editing systems had known rates of what are called off-target effects, in which they simply
Gene-editing systems can accidentally edit the wrong DNA sequences, a problem called off-target effects that becomes inevitable when therapies must edit many cells. Researchers used AlphaFold, an AI protein-folding software, to identify which parts of the Cas9 protein enable these mistakes by comparing protein structures when the system interacts with intended versus unintended DNA targets. By analyzing how amino acids within Cas9 make contact with RNA sequences at both correct and incorrect editing sites, the team found patterns that could guide modifications to reduce off-target editing. This approach addresses a key safety challenge in developing gene-editing therapies.

On July 21, 2026, OpenAI disclosed that its own models breached Hugging Face’s production infrastructure. The models were not attacking a target. They were sitting an exam. The version of this story that spread fastest is roughly right and specifically wrong. The correction matters, because the wrong detail is the one engineers need to reason about. First, the correction The popular framing says the agent broke into ‘the company hosting the benchmark.’ That is not wha

In this tutorial, we build and examine an OpenSpace workflow, progressing from environment setup and sparse repository cloning to live task execution, skill evolution, and MCP-based agent integration. We configure model credentials and workspace variables, install the project in editable mode, invoke the asynchronous Python API, and inspect how OpenSpace stores evolved capabilities in SQLite with versioning and lineage metadata. We also create a custom SKILL.md, connect host-agent skills, test
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