Daily AI benchmark brief: 2026-10-11
The new Two-Stage Measurement of Update Adherence benchmark tests whether a memory-enabled language-model agent follows a revised requirement rather than…
The complete archive of Benchmark Radar daily briefs, one page for every day the radar collected evidence.
The new Two-Stage Measurement of Update Adherence benchmark tests whether a memory-enabled language-model agent follows a revised requirement rather than…
The new milipoint-runs artifact exposes split leakage in the MiliPoint radar benchmark: overlapping windows let most test examples share frames with…
TRACE is a new diagnostic protocol for checking whether an agent’s benchmark score changed because its behavior changed or because the evaluator changed…
A new runtime-verification study exposes a data-design gap in existing agent-safety benchmarks. It replayed AgentDojo and STAC trajectories through formal…
The new Agent Network Traffic benchmark (ANT) tests whether security teams can audit large language model agents through network traffic without…
The new “Passing the Test You Trained On” study evaluates 15 prompt-injection detectors on benign and injected outputs reconstructed from real agent…
The new 2026 Cryo-EM Benchmark Dataset provides 12 protein structures deposited after every test set disclosed for MICA, an artificial intelligence system…
The updated retinal benchmark audit provides image-level manifests for patient-grouped, source-matched, and leave-one-source-out evaluations, plus…
Video-Index is a new meta-benchmark that audits whether video tests actually require video understanding. Its five-level “attack pyramid” tests…
The new study “Dating the Model” reports that hidden current-date text injected into system prompts changed measured performance across nine large…
The newly released UserProxyBench tests a hidden dependency in interactive agent benchmarks: whether the language model playing the user follows its…
TraceDance is a new release that turns real agent deployment traces into targeted benchmarks for user-specified undesirable behaviors. It evaluates the…
The new Finance Agents Benchmark packages financial due diligence as an end-to-end agent test: 50 tasks, 160 documents, 231 grading criteria, an execution…
The new Kalyvox Voice Benchmark 2026 evaluates one voice agent through 240 controlled French and English calls across 12 scenario families. It reports…
The new repo2bench release converts Python repositories into coding-agent tasks mined from version history or created by removing functions. It admits…
The new PartHackBench release tests whether partial-credit scorers for long-running tool agents reward misleading progress. It compares honest and…
The new Uncheatable Eval benchmark evaluates base language models by measuring how efficiently they losslessly compress newly published text that is…
A new B3DB audit tests whether stereoisomers inflate blood–brain barrier prediction scores because common two-dimensional molecular representations map…
The new Curation-Bench release evaluates whether coding agents can improve training-data selection through an iterative workflow: agents inspect data…
The newly released TC-Slang Guardrail Benchmark evaluates Traditional Chinese prompt-injection defenses by slang year and pairs each slang example with a…
The new SonoCorpus and SonoBase release pairs 456,963 ultrasound images and 1,626,085 expert segmentation masks with an interactive segmentation model…
The new lexEN benchmark replaces disputed word-sense labels with a conservative, human-adjudicated correction layer: 211 labels changed and 56 removed…
A new audit of 254 SWE-bench coding-agent submissions reports that the leaderboard cannot reliably order its leading entries: the top two resolve the same…
The new Sophea release evaluates a production Greek-English speech recognizer against nine simultaneous gates covering both languages, language…
The new KNOWS Benchmark evaluates web agents on 110 tasks that combine web research with producing documents, spreadsheets, and slide decks in Google…
The newly captured MusicAI background-music benchmark tests audio-capable large language models on 2,000 questions under clean audio, white noise, and 55…
The newly released Benchmark Radar combines a searchable catalog of AI evaluations with links to datasets and code, mentions in model cards and technical…
The new oncology visual question answering benchmark builds test items from private, single-institution radiology reports paired with three-dimensional…
The new “Double Measurement Confound” paper identifies a recurring agent-evaluation problem in this feed: a fixed software scaffold may make execution…
The new “Style Over Substance” study tests automated safety judges by preserving an answer byte-for-byte while adding tone-only wrappers, such as…
The new URL Intelligence Benchmark evaluates agents and web-analysis tools on operational hazards that ordinary answer-accuracy tests miss: redirects…
TruthInsightBench is a new benchmark for scientific-discovery agents that replaces reproduction-style tasks with 40 blind tasks from peer-reviewed…
The new Amharic Automatic Speech Recognition benchmark evaluates open models on 1,548 clips that its publisher says were unavailable for training. It…
Several new releases in this captured feed turn agent evaluation into domain-specific workflow testing. The clearest is…
A new preregistered audit, “Clean Engineering, Unstable Measurement,” tests whether a black-box large language model judge behaves like a stable…
Among today’s captured releases, EarlyEval introduces early outcome prediction: it estimates an agent’s final result from intermediate behavior and stops…
The newly released InSight benchmark tests agents that must actively interact with visualizations to verify 21,349 claims, rather than answer once from a…
EleutherAI released Language Model Evaluation Harness v0.4.13 with fixes that can change prior scores: test questions could leak into their own few-shot…
PCFBench reflects a recurring push in this captured feed to inspect an agent’s process rather than only its final answer. It separately tests…
The new INSIDER LLM Detection Benchmark evaluates models that may take harmful actions by comparing the model’s self-reported action log with an…
The new NBPO benchmark-generations dataset publishes every decoded model response used in three judge-based comparisons, allowing another evaluator to…
The new Same Model, Different Harness study holds the coding model and tasks fixed while changing how the agent harness manages conversation history and…
OpenCompass v0.5.4 is a substantive harness update, adding native VLMEvalKit-based multimodal evaluation, multi-round inference with the Multi-IF…
Across this captured feed, three new agent benchmarks make the evaluated unit an interactive model-plus-runtime system rather than a final answer…
New release SUSVIBES evaluates 12 coding-agent settings on 186 real-world feature requests for which human developers previously committed vulnerable…
No material GPT insight: No category moved far enough, persistently enough, or across enough independent sources to support a decision-useful finding in…
No material GPT insight: No category moved far enough, persistently enough, or across enough independent sources to support a material finding in today’s…
No material GPT insight: No material pattern was supported: the captured items did not show a sufficiently large, persistent, cross-source shift. Only 19…
No material GPT insight: No material pattern cleared the feed’s persistence and cross-source thresholds today. Only 65 of 198 corpus evidence records were…
No material GPT insight: No category changed far enough, persistently enough, and across enough sources to support a decision-useful pattern in this…
No material GPT insight: No category changed far enough, persistently enough, or across enough sources to support a material finding in this captured…
No material GPT insight: No category change was sufficiently large, persistent, and cross-source to support a material finding. Tracked metric movement…
Several new releases in the captured feed redesign evaluation around conditions hidden by static averages: evolving evidence and temporal cutoffs…
Agent benchmarking in the captured evidence is being designed around controlled execution, not just task sets: a new arena adds side-by-side and blind…
In today’s captured feed, three independent new releases evaluate agents as operational systems: LCAB preserves complete repair sessions and hardware…
Two new paper releases in this captured feed question whether aggregate agent scores measure deployable capability: one reports task interactions…
Across today’s captured new releases, several benchmarks require inspectable process evidence rather than scoring only final outcomes: replayable…
Several new releases in this captured feed bind benchmarks to deployment context: web-access APIs are compared across quality, latency, cost, and error…
Multiple new releases in the captured feed move agent evaluation beyond final-task success toward inspecting collaboration graphs, requirement recovery…
Several new releases in this captured feed evaluate whether a system reached an answer through valid evidence or execution, not merely whether the answer…
Across this feed’s new releases, benchmark design is moving toward specialized, structurally difficult tasks: open-ended scientific extraction…
Four newly released agent benchmarks in this captured feed expand evaluation beyond terminal task success: acquisition-stage privacy, learning across…
Across this captured feed, four newly released benchmarks evaluate behavior beyond a static, well-specified task: proactive bug discovery without issue…
Agentic artifacts rose to 26.3% of our captured feed over the last 5 days, against a 13.6% baseline across the prior 4 days (+12.7 percentage points).
Benchmark Radar collected 212 evidence observations from 3 sources on 2026-08-04.
Benchmark Radar collected 152 evidence observations from 3 sources on 2026-08-03.
Benchmark Radar collected 89 evidence observations from 2 sources on 2026-08-02.
Benchmark Radar collected 69 evidence observations from 2 sources on 2026-08-01.
Benchmark Radar collected 60 evidence observations from 2 sources on 2026-07-31.
Benchmark Radar collected 200 evidence observations from 3 sources on 2026-07-30.
Benchmark Radar collected 201 evidence observations from 3 sources on 2026-07-29.
Benchmark Radar collected 186 evidence observations from 3 sources on 2026-07-28.
Benchmark Radar collected 30 evidence observations from 2 sources on 2026-07-27.
Benchmark Radar collected 30 evidence observations from 1 sources on 2026-07-26.
Benchmark Radar collected 32 evidence observations from 1 sources on 2026-07-25.
Benchmark Radar collected 32 evidence observations from 1 sources on 2026-07-24.
Benchmark Radar collected 20 evidence observations from 1 sources on 2026-07-23.