“clojure-claude-code is a deps-new template that generates projects with these settings built-in from the start.”

“拓威天海的使命，是以‘数智AI履约’为基座，将复杂的跨境物流变得像发送快递一样简单、可视、可靠。”

“"Cowork is designed to make using Claude for new work as simple as possible. You don’t need to keep manually providing context or converting Claude’s outputs into the right format," the company said.”

“The update eliminates the need for manual configuration in CLAUDE.md, reducing potential 'memory failure accidents.'”

“When office work is eliminated thanks to AI, there will be a brutal decline in demand for new kitchens, roof repairs, etc.”

“The use is incredibly easy: just launch the macOS desktop app and press a button!”

“Each one earns its place by reducing manual effort while keeping humans in the loop where it actually matters.”

“AI integration into data pipelines appears to be becoming more convenient, so let's give it a try.”

“What if instead of manually firefighting every drift and miss, your agents could adapt themselves? Not replace engineers, but handle the continuous tuning that burns time without adding value.”

“Slackbot can take action on your behalf.”

“The article mentions the challenge of managing numerous dotfiles such as .bashrc and .vimrc.”

“…AI assistants should automatically search for relevant manuals and answer questions...”

“"NineCube Information's core product bit-Agent supports the embedding of enterprise private knowledge bases and process solidification mechanisms, the former allowing the import of private domain knowledge such as business rules and product manuals to guide automated decision-making, and the latter can solidify verified task execution logic to reduce the uncertainty brought about by large model hallucinations."”

“"Facing the challenges of 'token consumption' and 'excessive manual work' after implementing Claude Code, I created custom slash commands to make my life easier and optimize costs (tokens)."”

“The author found the creation of experiment reports to be time-consuming and sought to automate the process.”

“When using the Gemini CLI, it constantly edits the code to the extent that it duplicates code within modules. My modules are at most 600 LOC, is this a Gemini CLI/Antigravity issue or a model issue? For this reason, it is pretty much unusable, as you then have to manually clean up the mess it creates”

““Aren't you tired of having to re-explain 'what we talked about earlier' to the LLM every time you start a new session?””

“Vulcan synthesizes instance-optimal heuristics -- specialized for the exact workloads and hardware where they will be deployed -- using code-generating large language models (LLMs).”

“AdaGReS introduces a closed-form, instance-adaptive calibration of the relevance-redundancy trade-off parameter to eliminate manual tuning and adapt to candidate-pool statistics and budget limits.”

“The authors find that the background noise at 100 μHz is dominated by drift with a power law of 1/f^2, accompanied by a few dominant two-level fluctuators and an average linear correlation length of (188 ± 38) nm in the device.”

“The article likely describes the specific API calls used, the challenges faced, and the performance of the resulting emulator. It may also compare Claude's code to human-written code.”

“CellSecInspector discovers 43 vulnerabilities, 8 of which are previously unreported.”

“The dataset incorporates 12K tactile-enhanced episodes and 20K mobile manipulation trajectories.”

“AutoFed consistently achieves superior performance across diverse scenarios.”

“Experiments demonstrate that Youtu-Agent achieves state-of-the-art performance on WebWalkerQA (71.47%) and GAIA (72.8%) using open-weight models.”

““...the first real-world large-scale multi-modal dataset for roadside-level 3D visual grounding.””

“SynRAG generates significantly better queries for crossSIEM threat detection and incident investigation compared to the state-of-the-art base models.”

“The proposed framework demonstrates the potential to streamline real estate transactions, strengthen stakeholder trust, and enable scalable, secure digital processes.”

“LLMs comprehensively fail at the quantitative task of predicting financial KPIs in a zero-shot setting.”

“GR-Dexter achieves strong in-domain performance and improved robustness to unseen objects and unseen instructions.”

“CoHalLo achieves a Top-1 accuracy of 0.4253, Top-3 accuracy of 0.6149, Top-5 accuracy of 0.7356, Top-10 accuracy of 0.8333, IFA of 5.73, Recall@1% Effort of 0.052721, and Effort@20% Recall of 0.155269, which outperforms the baseline methods.”

“VisU autonomously orchestrates a four-stage workflow comprising Preprocessing, Recursive Channel Discovery, Important-Motion Identification, and Validation/Summary.”

“The method produces higher-quality images at novel extrapolated viewpoints compared with baselines.”

“The paper highlights that after adapting the General Reward Model (GRM) to a new task from a single expert trajectory, the resulting reward model enables the agent to achieve 95% success with only 150 online rollouts (approximately 1 hour of real robot interaction).”

“BOAD outperforms single-agent and manually designed multi-agent systems. On SWE-bench-Live, featuring more recent and out-of-distribution issues, our 36B system ranks second on the leaderboard at the time of evaluation, surpassing larger models such as GPT-4 and Claude.”

“The evaluation results show that after applying parallelization with the proposed framework, all patterns show a reduction in execution time, confirming the effectiveness of parallelization.”

“NEAT autonomously evolves both network topology and connection weights, enabling task-specific architectures without manual tuning.”

“Incorporating scale gap metadata substantially improved the predictive performance of LLMs, with Gemini Stage 2 achieving the highest accuracy, with a mean absolute error of 5.43 cm, root mean square error of 8.58 cm, and R squared of 0.84 under optimal image conditions.”

“AKG kernel agent achieves an average speedup of 1.46x over PyTorch Eager baselines implementations.”

“Experimental results show up to a 42% reduction in policy drift, a 31% improvement in configuration propagation time, and sustained p95 latency overhead below 6% under variable workloads, compared to manual and declarative baseline approaches.”

“By working through the backward pass manually, we gain a deeper intuition for how each operation influences the final output.”

“The results show that although AI4Reading still has a gap in speech generation quality, the generated interpretative scripts are simpler and more accurate.”

“Part 2 explains the steps to automate code conversion using a Python script and build it as a Helidon project.”

“The killer feature is council_ask - it queries Codex, Gemini, and OpenCode in parallel, then optionally runs a second round where each agent sees the others' answers and revises (or critiques) their response.”

“Co2S, a stable semi-supervised RS segmentation framework that synergistically fuses priors from vision-language models and self-supervised models.”

“Masgent enables researchers to perform complex simulation tasks through natural-language interaction, eliminating most manual scripting and reducing setup time from hours to seconds.”

“The author wants to automatically evaluate whether search results provide the basis for answering questions using an LLM.”

“The goal is to make it easier than copy-pasting from setup instructions and not require the management cost of setup scripts.”

“Cherry-picked output examples. Generated from different prompts, 16 256x256 images, manually selected.”

“Early cases were largely linked to travel to (or contact with travelers from) Hubei Province, while later transmission was increasingly associated with social activities.”