60 stories tagged with #evaluation, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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Son of Chiefs coach to undergo competency evaluation after allegedly shooting mother
Kansas City Chiefs offensive coordinator Eric Bieniemy’s adult son, who allegedly shot his mother at their Virginia home earlier this week, will undergo a competency evaluation to …
Chiefs' Eric Bieniemy's son won't face court until mental health evaluation after allegedly shooting mother
Elijah Bieniemy's public defender argued he suffers from significant mental health issues after allegedly shooting his mother Mia at their Ashburn home.…
Investigating three real-world incidents in our cybersecurity evaluations
In a review of our cybersecurity evaluation transcripts, we found three incidents in which a Claude model reached the internet from within or while interacting with a third-party e…
Investigating three real-world incidents in our cybersecurity evaluations - Anthropic
Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…
A Texture Lookup Approach to Bézier Curve Evaluation on the GPU (JCGT)
My local LLM scored 6/6. It was wrong every time
Six months of trying to make a 1.2B model useful, and the measurement mistakes I made along the way.…
Evals before prompts: building an LLM OCR for KYC
Building an evaluation framework for production-grade document extraction.…
How to choose an AI Agent platform for your team
A vendor-agnostic evaluation checklist for AI agent platforms: pilot-failure data, six evaluation criteria, governance pressure, and a scorecard you can reuse.…
Show HN: Opensource resume evaluation LLM agents
Simply better hiring agents. Contribute to grandimam/hyre development by creating an account on GitHub.…
Evaluation metrics for Vercel Flags
Feature flag evaluation metrics now chart evaluations per minute and let you group by variant, reason, environment, and SDK key to verify rollouts…
AI-Generated Mental Health Advice Misjudged Due To Differences In Stateless Versus Contextual Evaluations
Evaluations of AI dispensing mental health advice are often done in a manner that is radically different from real world usage. I showcase this. An AI Insider scoop.…
Plea in Madras HC seeks constitution of expert committee over evaluation of Assistant Professor aspirants’ exam papers
PIL in Madras HC requests expert committee to ensure fair evaluation of 42,064 Assistant Professor exam candidates' answer scripts.…
The Two Sources of Noise Every LLM Evaluation System Must Handle
LLM evaluation is probabilistic. If you treat your LLM judges like unit tests, you'll chase ghosts. Here is how to separate the two sources of noise and build an evaluation pipelin…
Understanding Psychological Evaluations in California
Understanding Psychological Evaluations in California…
A joint preliminary evaluation by the UK's AISI and the US' CAISI finds Kimi K3 trails leading US frontier closed weight models on cyber capability (AI Security Institute)
AI Security Institute : A joint preliminary evaluation by the UK's AISI and the US' CAISI finds Kimi K3 trails leading US frontier closed weight models on cyber capability — The UK…
Language Model Hallucination Evaluation with GraphEval
Turning the key principles and methodological stages of GraphEval into a simulated practical scenario to better understand its usefulness and key implications in understanding and …
Frontier model evaluation for Physical AI
We tested the latest frontier models in the Dyad agent on five modeling and simulation problems, comparing accuracy, cost, time, and work style.…
Rethinking Uncertainty Evaluation in Large Language Models
arXiv:2607.19367v1 Announce Type: new Abstract: Calibration is the primary criterion for evaluating LLM confidence, but it is insufficient: it admits trivially incoherent estimator…
Structured Evaluation Pipelines to Improve Your AI Workflows
How to build a local evaluation pipeline to measure, compare, and continuously improve the quality of your AI workflows, without relying on gut feeling.…
AI Watermark Evidence Fails Forensic Readiness: An Empirical Evaluation
Governments are increasingly mandating that LLM-generated content carry watermarks. The EU AI Act calls for markings that are "sufficiently reliable and robust." California's SB 94…
L-MAD: A Systematic Evaluation of Multi-Agent Debate Structures in Legal Reasoning
arXiv:2607.09099v1 Announce Type: new Abstract: While multi-agent debate (MAD) frameworks have shown significant potential in general reasoning, their effectiveness in highly struc…
Sources: CISA's Attack Surface Evaluation team is using Mythos to audit government code repositories and has already uncovered a large number of vulnerabilities (Raphael Satter/Reuters)
Raphael Satter / Reuters : Sources: CISA's Attack Surface Evaluation team is using Mythos to audit government code repositories and has already uncovered a large number of vulnerab…
US auto safety regulator closes evaluation of 441,002 Honda Odyssey vehicles after recall - Reuters
US auto safety regulator closes evaluation of 441,002 Honda Odyssey vehicles after recall Reuters…
A curated, non-BS library of the best resources for evaluating agents
A curated, non-BS library of the best resources for building and evaluating AI agents — papers, blogs, talks, tools, benchmarks. Maintained by BenchFlow. - benchflow-ai/awesome-eva…
PatentScore: Multi-Dimensional Evaluation of LLM-Generated Patent Claims
Yongmin Yoo, Qiongkai Xu, Longbing Cao. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. 2025.…
What We are Missing in Multimodal LLM Evaluation?
arXiv:2606.26348v1 Announce Type: new Abstract: Multimodal large language models (MLLMs) can process diverse inputs, e.g., text, images, audio, and video, and generate textual resp…
Braves, Strider await doc's evaluation of elbow
CBSE drops Coempt's portal for re-evaluation over ‘security concerns’ to use its own
When asked specifically about the security concerns that prompted the platform switch, CBSE did not confirm or deny the reason. | India News…
OpenAI diverges from Trump's AI EO in a new policy paper, proposing cyber risk evaluations for advanced AI systems be mandatory and led by CAISI, not the NSA (Brendan Bordelon/Politico)
Brendan Bordelon / Politico : OpenAI diverges from Trump's AI EO in a new policy paper, proposing cyber risk evaluations for advanced AI systems be mandatory and led by CAISI, not …
JEDEC® Releases New SiC Guidelines to Improve Reliability and Evaluation in Power Electronics - Morningstar
Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…
Trump's AI Evaluations Order: Right Policy, Unfinished Governance
Six Months of AI-Assisted Software Development: A Critical Evaluation of Vibe Coding, Agentic IDEs, and Real Engineering
Six Months of AI-Assisted Software Development: A Critical Evaluation of Vibe Coding,...…
CBSE says 40,000 students have completed re-evaluation process via portal without issues so far
CBSE reports 40,000 students successfully completed the re-evaluation process, with various online payment options available.…
Benchmarking LLM-as-a-Judge for Long-Form Output Evaluation
As large language models (LLMs) are increasingly used for long-form generation, reliably evaluating long-form outputs has become a critical challenge. LLM-as-a-judge offers a scala…
From Answers to States: Verifiable Process-Level Evaluation of Chemical Reasoning in Large Language Models
Large language models are increasingly used as chemistry assistants, yet most chemistry benchmarks still score only final answers. This masks a critical failure mode: a model may o…
SAGE: A Quantitative Evaluation of Socialized Evolution in Agent Ecosystems
Self-improving language agents are typically evaluated in isolation: an agent attempts a task, receives feedback, and iteratively refines its own behavior. Yet agents increasingly …
GTBench: A Curriculum-Grounded Benchmark for Evaluating LLMs as Mathematical Research Assistants in Graph Theory
Large language models (LLMs) are increasingly used as self-study assistants in technical disciplines, yet their reliability as mathematical reasoning assistants remains poorly unde…
Think-Before-Speak: From Internal Evaluation to Public Expression in Multi-Agent Social Simulation
LLM-based multi-agent simulation offers a promising way to study social interaction, deliberation, and collective opinion dynamics. However, many existing dialogue simulation frame…
TriEval: A Resource-Efficient Pipeline for LLM Bias, Toxicity, and Truthfulness Assessment
LLMs have evolved from basic chatbots to the backbone of the AI ecosystem, now widely used in healthcare, schools, and government services. The domain-wide adoption of LLMs necessi…
What Benchmarks Don't Measure: The Case for Evaluating Abstention Competence in Autonomous Agents
Benchmarks for autonomous agents measure whether agents complete tasks, yet this framing is systematically blind to whether an agent should have proceeded at all. Agents trained un…
CBSE says re-evaluation portal targeted by cyberattack from ‘malicious actors’
The portal, originally scheduled for May 29, the rollout was postponed to June 1, missed that deadline as well, and finally went live around 4.30 am on June 2. | India News…
CBSE OSM row: Centre replaces chairman, secretary; orders probe into exam evaluation system
The moves came after the intervention of Prime Minister Narendra Modi, people familiar with the development said. | India News…
Officials blame cyberattack for CBSE revaluation portal glitches
CBSE's revaluation portal faced a cyberattack, disrupting payments for 50 students and deferring the re-evaluation process until June 1. | India News…
Hacking India's Largest Exam Evaluation Portal: From Authentication Bypass to Full Account Takeover (Covered by BBC)
Nexa-gauge – LLM evaluation framework with per-node scoring controls
Overview of nexa-gauge documentation…
Hacking India's Largest Evaluation Portal: From Authentication Bypass to Full Account Takeover
Halfway through an LLM gateway evaluation and the criteria i started with were wrong
Centre planning to expand audit of CBSE's on-screen marking system amid concerns
The move follows anger among parents and teachers, and a series of HT reports covering what appears to be a rushed process to roll out an entirely new mechanism | India News…
CBSE portal for re-evaluation of Class 12 answer papers to be operational from June 1
CBSE re-evaluation portal for Class 12 answer papers will launch on June 1, ensuring transparency and high evaluation standards.…
CBSE Class 12 verification, re-evaluation portal to open on June 1 amid glitch concerns
The Central Board of Secondary Education (CBSE) will open its post-result verification and re-evaluation portal for Class 12 students on June 1, 2026, amid mounting concerns over t…
CBSE postpones Class 12 re-evaluation portal launch to June 1, says website being strengthened
OSM row: A CBSE official told Hindustan Times that the portal would not open on Friday, May 29, as earlier expected. | India News…
Diverging AI safety approaches: OpenAI enters Japanese banking defenses, while Anthropic’s model remains restricted to controlled evaluations - Moomoo
Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…
Would a learning-first AI evaluation platform be useful?
Managed expert-data loops for post-training, eval repair, annotation design, and measurable lift.…
Multi-turn jailbreak rates across 15 frontier models (Grok 88%, Claude 12%)
The dominant safety benchmarks for frontier large language models share a structural assumption: that a single prompt and a single model response are enough to characterize how a m…
Expert IIT team to submit report after ‘full check-up’ of CBSE’s tech ecosystem
IIT experts to assess CBSE's tech issues, offering solutions for evaluation discrepancies and improving the IT ecosystem.…
Video Quality Evaluation Methodology and Result of AV2 Compression Performance
The Alliance for Open Media (AOMedia) has developed the AV2 video coding standard to supersede AV1, aiming for substantial compression efficiency gains across diverse media applica…
Even (very) noisy LLM evaluators are useful for improving AI agents
Even (very) noisy LLM evaluators are useful for improving AI agents…
AI 3D tools need product evals, not benchmark faith
If you’re building AI-assisted 3D or CAD-like workflows, benchmark scores only get you so far. The real work is designing evals around your product contract and catching geometry f…
PitchBench: Measuring Pitch Hearing in Audio-Language Models
Audio-language models (ALMs) are increasingly used in real-world applications that require understanding music, from music tutoring and transcription to captioning, recommendation …
MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation
Large language model (LLM) agents rely on reusable skills to solve complex tasks. However, existing skill creation approaches treat skills as isolated and static artifacts, limitin…