camel-ai releases SETA-Env, 4,567 terminal-agent RL environments
Read original source →huggingface.co
SETA-Env is an open-source verifiable RL terminal environment dataset split into SETA_Synth (3,255 synthesized tasks) and SETA_Evolve (1,312 evolved variants). Each task ships as a self-contained Harbor-style directory with Dockerfile, reference solve.sh, and tests.
1 source
More stories today
Claude AI prompts user engagement for weekend exploration
Claude·1 hour agoClaude Code agent runs autonomously overnight on Old Street
Claude·1 hour ago
Claude Code 2.1.288 adds gh api, selection API, review limits
Claude Code 2.1.288 adds a built-in gh api for cloud sessions lacking GitHub CLI, $.ui.selection() for mods, and --max-findings <n>|all on /code-review. Ctrl+C-cleared prompts can be recovered with Up, and mid-response API timeouts now continue from the partial response.
Claude Code Changelog·1 hour ago
Claude Code adds "You Should Know" plugin to flag key output
Claude Developers·1 hour ago
Claude Code mods let developers rewrite session behavior
Claude Developers·1 hour ago
Microsoft releases FrogNano-4B-2609 agentic model
FrogNano is derived from Qwen/Qwen3.5-4B and inherits its dense 32-layer hybrid Gated DeltaNet and gated-attention architecture. Microsoft positions it as an agentic model for the GPU poor.
r/LocalLLaMA·1 hour ago
Ethereum Foundation launches zkAPI for private AI payments
zkAPI went live on Ethereum mainnet October 1, letting users prepay in USDC or ETH and receive capped, short-lived API keys via zero-knowledge proofs so no party sees both payer and prompt. Built with the Open Anonymity Project; OpenRouter provides the AI keys.
Decrypt·1 hour ago
Apple researchers show confidence-based diffusion sampling breaks down
Apple's paper proves a diffusion step matches the training distribution only when written positions are conditionally independent given fixed tokens, and that no product of per-position distributions can match a dependent group.
Apple ML Research·1 hour ago
