“Benchmark 用に AI モデルを使える Quota が付与されているのでドシドシ使った方が良い”

“Lately, when asking demanding technical questions for troubleshooting, I've been getting much more accurate results with ChatGPT Thinking vs. Gemini 3 Pro.”

“Analysis: Colossus 2, one of the world's largest AI datacenters, will use as much water/year as 2.5 average In-N-Outs, assuming only drinkable water and burgers”

“The study highlights the importance of creating robust metrics, paving the way for more accurate evaluations of AI's burgeoning abilities.”

“The new Ryzen AI Max+ 392 has popped up on Geekbench with a single-core score of 2,917 points and a multi-core score of 18,071 points, posting impressive results across the board that match high-end desktop SKUs.”

“The article is aimed at readers familiar with Python basics and seeking to speed up machine learning model inference.”

“Raspberry Pis latest AI accessory brings a more powerful Hailo NPU, capable of LLMs and image inference, but the price tag is a key deciding factor.”

“A shift from static benchmarks to dynamic evaluations is a key requirement of modern AI systems.”

“OpenAI has launched ChatGPT Translate, a standalone web translation tool that supports over 50 languages and is positioned as a direct competitor to Google Translate.”

“This article discusses the development or use of a benchmark called MoReBench, designed to evaluate the moral reasoning capabilities of AI systems.”

“By guiding LLMs with case-augmented reasoning instead of extensive code-like safety rules, we avoid rigid adherence to narrowly enumerated rules and enable broader adaptability.”

“the best-single baseline achieves an 82.5% +- 3.3% win rate, dramatically outperforming the best deliberation protocol(13.8% +- 2.6%)”

“There is no quote available, as the article only links to a Reddit post with no directly quotable content.”

“The key is (1) 1B-class GGUF, (2) quantization (Q4 focused), (3) not increasing the KV cache too much, and configuring llama.cpp (=llama-server) tightly.”

“I am very much a 'hands-on' AI user. I use AI in my daily work for code, docs creation, and debug.”

“Moreover, GLM-4.7 outperforms Claude Sonnet 4.5 on benchmarks.”

“"This article provides a valuable benchmark of SLMs for the Japanese language, a key consideration for developers building Japanese language applications or deploying LLMs locally."”

“本記事は、あくまで個人の体験メモと雑感である (This article is merely a personal experience memo and miscellaneous thoughts).”

“AIでデータ分析-データ前処理(48)-：タイムスタンプのソート・重複確認”

“Meet Qira, a personal ambient intelligence system that works across your devices.”

“Gemini API を本番運用していると、こんな要件に必ず当たります。”

“Coding agents cross a meaningful threshold with Opus 4.5.”

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“"自分は去年1年間で3,000回以上commitしていて、直近3ヶ月だけでも600回を超えている。毎日10時間くらいClaude Codeを使っているので、変更点の良し悪しはすぐ体感できる。"”

“昨今の機械学習やLLMの発展の結果、ベクトル検索が多用されています。(Vector search is frequently used as a result of recent developments in machine learning and LLM.)”

“"AntiGravityで書いてみた感想 リリースされたばかりのAntiGravityを使ってみました。 WindSurfを使っていたのですが、Antigravityはエージェントとして自立的に動作するところがかなり使いやすく感じました。圧倒的にプロンプト入力量が減った感触です。"”

“N/A (Article content not provided, so a quote cannot be extracted)”

“Falcon-H1R-7B, a 7B parameter reasoning specialized model that matches or exceeds many 14B to 47B reasoning models in math, code and general benchmarks, while staying compact and efficient.”

“DeepSeek mHC reimagines some of the established assumtions about AI scale.”

“Opus 4.5 is not the normal AI agent experience that I have had thus far”

“N/A (Article link only provided)”

“Marktechpost has released AI2025Dev, its 2025 analytics platform (available to AI Devs and Researchers without any signup or login) designed to convert the year’s AI activity into a queryable dataset spanning model releases, openness, training scale, benchmark performance, and ecosystem participants.”

“"My website is DONE in like 10 minutes vs an hour. is it simply trained more on websites due to Google's training data?"”

“INSTRUCTIONS:”

“PC-class small language models (SLMs) improved accuracy by nearly 2x over 2024, dramatically closing the gap with frontier cloud-based large language models (LLMs).”

“This performance disparity stems not from inherent model limitations but from a critical scarcity of high-quality training data.”

“Current audio evaluation faces three major challenges: (1) audio evaluation lacks a unified framework, with datasets and code scattered across various sources, hindering fair and efficient cross-model comparison”

“AEF-based models generally exhibit strong performance on all tasks and are competitive with purpose-built RS-ba”

“Our approach relies on a unified formulation of the distance from a point to a hyperplane on the considered spaces.”

“By unifying these diverse AI components into a single, easy-to-adapt platform”

“full MI400-series family fulfills a broad range of infrastructure and customer requirements”

“この記事では、Amazonレビューのテキストデータを使って レビューがポジティブかネガティブかを分類する二値分類タスクを実装しました。”

“Compared to the current Blackwell architecture, Rubin offers 3.5 times faster training speed and reduces inference costs by a factor of 10.”

“"CamVidは、正式名称「Cambridge-driving Labeled Video Database」の略称で、自動運転やロボティクス分野におけるセマンティックセグメンテーション（画像のピクセル単位での意味分類）の研究・評価に用いられる標準的なベンチマークデータセッ..."”

“I think Gemini will win the overall AI general use from all companies due to the value proposition given.”

“One of the inventors of the transformer (the basis of chatGPT aka Generative Pre-Trained Transformer) says that it is now holding back progress.”

“Introducing Falcon-H1-Arabic: Pushing the Boundaries of Arabic Language AI with Hybrid Architecture”

“HY-MT1.5 consists of 2 translation models, HY-MT1.5-1.8B and HY-MT1.5-7B, supports mutual translation across 33 languages with 5 ethnic and dialect variations”

“Claude Code is ranked 19th on the Terminal-Bench leaderboard.”

“Evaluations on the Long Range Arena (LRA) benchmark demonstrate RMAAT's competitive accuracy and substantial improvements in computational and memory efficiency, indicating the potential of incorporating astrocyte-inspired dynamics into scalable sequence models.”