According to CoinWorld, AI startup Recursive has released experimental results for its research system. This system can automatically generate ideas, write code, run experiments, and validate them, exceeding publicly available best results in three benchmarks: fixed-budget training, nanogpt speedrun, and GPU kernel optimization. In a 5-minute nanogpt autoresearch training session, the system reduced the validation loss bitbb to 0.9109, shortening training time by approximately 23% (a 1.3x speedup). In nanogpt speedrun, the system reduced the training time to a specified loss from 79.7 seconds to 77.5 seconds. In the GPU kernel optimization benchmark SOL-execbench, the system improved the average SOL score on an NVIDIA B200 from 0.699 to 0.754, narrowing the gap to the physical limit by 18%. To prevent AI from exploiting vulnerabilities to inflate scores, the system incorporates multi-level correctness audits to filter out invalid speedups.

According to CoinWorld, Hermes Agent has launched a web-based configurator, allowing developers to create and configure agent roles in a single web interface. The configuration process has been simplified into five visual steps, covering agent identity naming and description, model provider and inference parameter settings, installation of built-in and optional skill libraries, configuration and testing of the model context protocol server, and a final check and preview. Developers can access the profiles page in the left navigation bar of the webpage and click the build button at the top to navigate to the /profiles/new path to begin building.

In the past hour, total liquidations across the network reached $27.88 million, with $2.25 million from long positions, with $25.63 million from short positions. BTC liquidation $13.49 million, ETH liquidation $5.19 million.

According to Odaily Planet Daily, citing Israeli sources on the 11th local time, a senior Israeli official stated that Israel had not received any notification that a US-Iran agreement had been finalized. This statement contradicts an earlier statement by US President Trump. Earlier that day, Trump posted on his Real Social Media platform that discussions with Iran and the final terms had been approved by all relevant parties, including Israel. (CCTV News)

According to a report by Odaily Planet Daily, citing sources from Iran's Fars News Agency, Iran has not yet reached an agreement on any document regarding a memorandum of understanding with the United States. The sources indicated that Iran has not yet approved any text of the agreement. (Jinshi)