1676 articles tagged with Benchmark
We held off on posting a benchmark for a long time. Not because we didn't have runs - because most...#ai #agents #benchmark #python #software #coding #development #engineering #inc...
A local LLM evaluation should answer a product decision. Producing one more leaderboard number is not...
Most #AI eval tests focus on an app with AI, but here we are, deep into the AI transition, and no one has developed a baseline eval for the coding environment itself.Is everyone ju...
Even at 8B, LFM2 8B A1B scores 50.5% on MMLU-Pro and only 1% on Long Context Reasoning — a gap that says more about the test than the model.https://olud.ai/leaderboard.html#LLM #Be...
AWS decouples agent evaluation from framework choice by treating OpenTelemetry telemetry as the scoring contract. Here's how it works.
LLM judges are widely used to evaluate agentic tool-calling systems, yet their reliability on structured, dependency-driven workflows remains largely unexamined. We present AgentJu...
NORDEF Matrix Open Control: model-independent AI safety belt with 0/1/2 decisions, Ed25519 root gate, replay protection, evidence chain, and incident-pattern eval bank
I built an agent on AWS Bedrock the low-code way. Pick a foundation model, wire an action group to a...
OmnisRouter cuts a real Claude Code bill by about half. I took it to RouterArena, an independent router benchmark, to get an outside check. Here's the honest result, warts and all,...
OmnisRouter cuts a real Claude Code bill by about half. I took it to RouterArena, an independent router benchmark, to get an outside check. Here's the honest result, warts and all,...
PARK CITY, Utah--(BUSINESS WIRE)--Guardrail Technologies, the leading provider of AI security and governance software for enterprises building with AI, today released The AI Cyber-...
CDAF (Cached Descriptive Asset Files) - open sidecar format for video so AI agents stop re-analyzing the same footage. Spec, CLI, agent skill, reproducible benchmark.
OpenAI’s Jalapeño chip is built for fast inference at scale, benchmarks showTested on SemiAnalysis’ InferenceX benchmark, Jalapeño registered both more tokens per user and more thr...
More agents do not automatically produce better engineering. They usually add total tokens,...
Qwen3 4B 2507 (Reasoning) hits 66.7% on GPQA and 74.3% on MMLU-Pro — decent for a 4B model, but its 6.2% on Humanity's Last Exam shows why reasoning benchmarks still separate the s...
----------------🎯 AI===================DeepSeek V4 Pro 0813 topped a benchmark of 10 AI models for vulnerability discovery, finding 28 of 32 bugs across three pooled runs. The benc...
I stopped trusting leaderboards the day my own agent beat one by cheating. Not by being smarter. By...
Just landed: Hy-MT2-30B-A3B (Tencent) hits the leaderboard with 8.2k context and open weights at $0.07 in / $0.3 out per 1M—a rare balance of top-tier context length and low cost.h...
GameXpert-Bench introduces three benchmark tracks for coding agents in game development: GameGen, GameFix, and GameOpt. Current agents excel at creating playable foundations but st...
Wazobia Eval is a benchmark for Nigerian Pidgin emotion understanding, sarcasm detection, and cultural reasoning. It uses a manually annotated dataset with over 550 examples and a ...
PUMA is a Polish benchmark of 900 tasks for culturally grounded multimodal understanding. It evaluates text, images, audio, and visually rich documents.Source: arXiv cs.CLhttps://a...
No one model catches every harm, a benchmark shows. Large frontier models lead on one category but fall behind smaller, specialized alternatives on others.Source: arXiv cs.CLhttps:...
DeepSeek V3 (Dec '24) hits 28.8 intelligence points per dollar in independent tests — a cost-efficiency benchmark that puts many pricier models in perspective.https://olud.ai/leade...
Follow-up to the Muninn cliffhanger. Part of The Organism Files. Yesterday I told you my AI partner...