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#Benchmark
946 articles tagged with Benchmark
Function-calling eval was a 2024 problem. Tool-using agents are the 2026 one.
Tool-selection accuracy logs 1.0 while the task fails. Here's why one number hides three different failures, and the four-layer eval stack I rebuilt to find the actual root cause.
Microsoft's New Coding Model Just Beat Claude Haiku on Every Benchmark
Microsoft's New Coding Model Just Beat Claude Haiku on Every Benchmark Microsoft dropped...
SpeechEditBench: A Bilingual Multi-Attribute Benchmark for Instruction-Guided Speech Editing
Instruction-guided speech editing requires a model to modify specified speech attributes while preserving unrelated characteristics. Despite rapid progress in Speech Large Language...
The benchmark showed tiny local models *can* do real maintainer work. We measured *why* — pre-registered macro ablation,...
The benchmark showed tiny local models *can* do real maintainer work. We measured *why* — pre-registered macro ablation, same corpus, temp 0:• MACRO-OFF: model composes the workflo...
第4回 Evalでエージェントの品質を改善しよう ～計測→分析→改善→再計測：Evalsで応答品質を定量化するhttps://gihyo.jp/article/2026/06/AI-agent-development04?utm_sourc...
第4回 Evalでエージェントの品質を改善しよう ～計測→分析→改善→再計測：Evalsで応答品質を定量化するhttps://gihyo.jp/article/2026/06/AI-agent-development04?utm_source=feed#gihyo #技術評論社 #gihyo_jp #AI #Agent #Mastra
Amazon built an internal leaderboard to track employee AI usage.Employees responded exactly as rational humans do when s...
Amazon built an internal leaderboard to track employee AI usage.Employees responded exactly as rational humans do when subjected to a badly designed metric.They gamed it.Goodhart’s...
Sounds like "malicious compliance" to me... Amazon Shuts Down Internal AI Leaderboard After Employees Cheated https://ww...
Sounds like "malicious compliance" to me... Amazon Shuts Down Internal AI Leaderboard After Employees Cheated https://www.404media.co/amazon-shuts-down-internal-ai-leaderboard-afte...
OVO-S-Bench: A Hierarchical Benchmark for Streaming Spatial Intelligence in Multimodal LLMs
Multimodal agents in robotics, AR, and autonomous driving must reason about places and layouts from continuous egocentric streams, often using evidence outside the current view. Ex...
Quick Tip: Benchmark AI Model Speeds in Under 10 Minutes
Hey there! Let me show you something I've been obsessing over lately — and trust me, it's made a huge...
The #Singularity is NOT near.#Amazon shut down an internal Al leaderboard called #KiroRank on May 29, which had been tra...
The #Singularity is NOT near.#Amazon shut down an internal Al leaderboard called #KiroRank on May 29, which had been tracking Al token usage among employees on the company's intern...
Amazon Shuts Down Internal AI Leaderboard After Employees Cheated https://fed.brid.gy/r/https://www.404media.co/amazon-s...
Amazon Shuts Down Internal AI Leaderboard After Employees Cheated https://fed.brid.gy/r/https://www.404media.co/amazon-shuts-down-internal-ai-leaderboard-after-employees-cheated/
AI's Web3 Reality Check: New Benchmark Finds Leading Models Fall Short in Blockchain's Most Critical Use Cases
SINGAPORE, SG / ACCESS Newswire / June 1, 2026 / Artificial intelligence has rapidly become the technology industry's favorite solution for everything from software development to ...
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts
Frontier model evaluations are shifting from foundational capabilities (e.g., instruction following and reasoning) toward compositional, agentic ones, but Korean agentic benchmarks...
Frontier Logic at Local Speed: The 2026 Strix Halo Ultimate Benchmark Suite
The era of choosing between "Small & Fast" or "Large & Slow" for local AI is ending. With the...
FISHERMAN benchmark 13:28 — AI generalization test #test #AI
FISHERMAN benchmark 13:28 — AI generalization test #test #AI
Amazon Shuts Down AI Leaderboard After Employees Drive Up Costs | Tech News Update
Amazon has reportedly discontinued its internal AI leaderboard, KiroRank, after employees increased AI usage to climb rankings, ...
Opus 4.8 barely moved the leaderboard. It moved the one number that decides if your agents can be trusted.
Opus 4.8 shipped on 28 May 2026, 41 days after 4.7. Standard pricing did not move. Five dollars per...
Why I used three different critic roles instead of one (and what the eval taught me)
Why I used three different critic roles instead of one (and what the eval taught me) I...
RT @oliverbeige: Opus 4.8 hat meinen Standard-Benchmark-Test für neue Frontier-Modelle brutal versagt. Mit Abstand die s...
RT @oliverbeige: Opus 4.8 hat meinen Standard-Benchmark-Test für neue Frontier-Modelle brutal versagt. Mit Abstand die schlechteste Antwort, die ich von einem Modell in über einem ...
HakushoBench: A Japanese Chart and Table VQA Benchmark from Governmental White Papers
Understanding chart and table images is essential for applying vision-language models (VLMs) to real-world document understanding. While English benchmarks have advanced rapidly, n...
Nowy benchmark Claw-Anything od Huawei pokazuje, że czołowe modele AI zawodzą w starciu z realnym bałaganem informacyjny...
Nowy benchmark Claw-Anything od Huawei pokazuje, że czołowe modele AI zawodzą w starciu z realnym bałaganem informacyjnym. Nawet GPT-5.5 rozwiązuje zadania tylko w co trzecim przyp...
🚀 Fastest-growing AI projects today1. Additionally, efforts to create comprehensive educational resources and benchmark ...
🚀 Fastest-growing AI projects today1. Additionally, efforts to create comprehensive educational resources and benchmark tools...2. The **free-claude-code-ai-desktop-app** project a...
🖥️ #Cua is open-source infrastructure for Computer-Use Agents — build, benchmark & deploy #AI agents that see screens, c...
🖥️ #Cua is open-source infrastructure for Computer-Use Agents — build, benchmark & deploy #AI agents that see screens, click buttons & complete tasks autonomously across full deskt...