“"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.”

“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.”

“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).”

“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.”

“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.”

“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.”

“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.”

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

“The system was tested in different simulated and real outdoor environments, obtaining results near 90% of coverage in the majority of experiments.”

“ELIZA (1966): People write rules manually. Full of if-then statements, with limitations.”

“2025 was a year where the quality of AI-generated code improved, and I really didn't write code anymore.”

“CrownGen surpasses state-of-the-art models in geometric fidelity and significantly reduces active design time.”

“「実装前にOpenAPI.ymlを完璧に定義するのはコストが高すぎる」”

“音楽を作るとき、曲のキーを正しく把握したり、BPMを素早く測ったりするのが意外と面倒で、創作の流れを止めてしまうんですよね。”

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“The study focuses on the feasibility, sensitivity, and generalization capability of models trained on purely synthetic data.”

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“Disco is an experimental browser with new features developed by Google Labs, which develops experimental AI-related products at Google.”

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“The study likely aims to identify patterns and insights related to career progression and potential biases.”

“"I'm tired of manually creating meeting minutes every time I have an online meeting. I want to work more efficiently."”

“The problem was there’s just no easy way to figure out what others have done in research, and load it into your brain. It’s one of the biggest bottlenecks for doing truly good, important research.”

“The article's value lies in its ability to quickly process and summarize a large dataset of hiring-related information, potentially revealing valuable insights for job seekers and employers within the tech industry.”

“Next-word prediction on large, self-supervised data is massively multi-task learning.”