Laboratory testing of a digital voltage-droop response circuit found clean clock slowing in a standard test, while detector behavior at an intermediate voltage remained difficult to interpret.
A preprint reports that MILD increased a robot’s foot clearance on softer surfaces and its stride length during an unannounced shift from high to low stiffness. The robot completed 10 forward-and-backward cycles at 1.2 m/s on each of seven terrain types without a reported failure, though independent trial counts and variability were not fully reported.
IEEE Robotics and Automation Letters (2025)3 min read
A preprint evaluating Cypress end-to-end testing on the open-source Conduit RealWorld application reports a large descriptive speed difference against manual execution and lower repair times for a suite using data-cy locators. The study also found that a minority of scenarios were flaky, with instability concentrated in the Favorite Article workflow.
9th International Conference on Research in Engineering and Technology (RET 2026)4 min read
A questionnaire study found that listeners often missed a synthetic sentence embedded in otherwise authentic speech, while people and automated detectors struggled in different conditions on the same recordings.
A robotics preprint tests PVRA, a supervised RGB-D framework for estimating target and assembly poses during progressive robotic assembly. In synthetic Nema17 scenes, PVRA’s primary pose score was 0.893, compared with 0.989 for FoundationPose using ground-truth masks.
A preprint reports a quadruped robot jumping through narrow gates, reaching up to 2.5 metres per second in the described traversal. The evaluation also covered shifted gate positions and additional terrain and dynamic-task scenarios, but it did not report a complete overall success rate or numerical details for the comparisons.
A preprint describes COPA, a defense that adapts as prompt-injection attacks change. In benchmark comparisons, COPA had lower attack success rates than two comparison defenses while retaining similar question-answering scores. The report does not provide confidence intervals or repeated-run data.
An arXiv preprint describes a real interference-alignment method for an active intelligent reflecting surface and reports a higher simulated sum rate with about a 260-fold speedup over WMMSE. The evidence is limited to a modeled system with synthetic channels and does not establish performance in real networks.
A mathematical analysis of the GREEDY algorithm finds sharply different worst-case behavior across fixed input lengths. The work proves a lower bound of 2 for every length k ≥ 6 and determines the exact ratio for k = 3.
An arXiv modeling paper studies fair allocation as indivisible items arrive over time. It finds constructive guarantees in restricted settings, but shows that TEF1 implies no more than a tight 1/n temporal maximin-share guarantee for additive goods.
A new arXiv preprint describes EchoCoT, a multi-step API technique for prompting reasoning models to replay hidden traces. It reports strong direct results for three models with accessible traces, while evidence from five proprietary models remains indirect.
A preprint on Seg-Agony charts the computational boundary for temporal directed-graph instances. It reports fixed-parameter tractability for the combined parameters n + ℓ, a polynomial-time algorithm for two ranks, and hardness results in unweighted three- and four-rank regimes.
A new preprint proposes a broad framework for teaching and assessing visualization design. The authors built it from instructors’ course objectives and feedback, while stressing that the resulting assessment remains an initial framework rather than an established measure of student knowledge.
An arXiv preprint tests EAFG, a robot-planning approach that gathers visual evidence before task planning. It reports higher full-recipe completion for underspecified instructions and higher halt rates when a required object was missing, alongside mixed results in explicit tasks.
A formal query-rewriting approach aims to let graph databases handle ontology-mediated questions. Its correctness result is narrower than its practical challenge: some rewrites could not be completed, and many evaluations timed out.
An engineering preprint describes TrustRAG, a blockchain-backed retrieval-and-answer prototype that certifies documents, keeps validator evaluations private and binds results across chains. In computational benchmarks, Groth16 was faster than PLONK for vote-circuit proving, while tally latency stayed near one second across the tested vote loads.
A new arXiv preprint maps the shift in end-to-end autonomous driving from copying low-level controls toward systems built around more structured planning. Its central warning is that prediction accuracy or impressive language reasoning alone cannot establish safe driving.
A preprint review found 24 eligible replication papers in usable security and privacy research, none classified as exact. The authors call for clearer venue guidance on how replications should be reported.
A preprint describes a three-party secure multi-party computation system for training and running CellCnn on secret-shared single-cell data. Its classification and synthetic AML regression results stayed near the plaintext model on small benchmarks, but the threat model does not cover malicious parties or leakage through released outputs.
In a 33-volunteer study, an interactive 3D graph viewed in virtual reality was compared with a PowerPoint presentation for retrieving linked engineering-model information. The virtual-reality condition took longer, while the other measured outcomes showed no significant differences.
An arXiv preprint reports lower task-weighted radio-model error and severe-load backlog with RMWorld in simulated tests. The advantage was not universal, came with higher computational cost, and has not been tested on measured channels.
A blockchain-based framework for mobile edge caching reported higher detection accuracy than two cited comparator schemes under 10% noisy feedback. The arXiv preprint also reported higher cache hit ratio and throughput in simulations with feedback incentives, but classification weakened beyond 10% noise and the work was not tested in a deployed network.
A theoretical preprint compares how several encoder geometries recover selected information under repeated random sampling. It reports different strongest performers for partial and full recovery in the displayed dimension-three examples.
A simulation study reports that the proposed IZM-DSR routing and layered video scheme achieved the highest reported PSNR among the compared protocols, while key packet-delivery and delay values were missing from the text.
A systems preprint reports lower website-fingerprinting attack accuracy for Chameleon, a randomized traffic-morphing defense for Tor, across public datasets and a bridge deployment. The reported protection came with significant network overhead.
A preprint analyzing repository-local documentation activity found that coding agents most often interacted with instruction files and working notes. It found no consistent link between consultation and code editing or documentation creation, while testing and building appeared less frequent afterward.
An engineering preprint reports a 22-nm ASIC that combines an 8-bit quantized CNN with a Pearson-correlation classifier for EEG-based auditory-attention decoding. The chip has been taped out, but reported power, latency and energy remain simulation or sign-off estimates, while participant counts and numerical patient-level accuracy are not provided.
An arXiv preprint reports that Daedalus-150M’s CPU decoding advantage grew with context length while preserving comparable benchmark quality. The model remained behind Peer-135M on the five-task score, and its 4-bit release showed quantization and pruning trade-offs.
An arXiv methods preprint tests POT-IM, which keeps unresolved event order instead of forcing every trace into one sequence. It reports lower sensitivity to timestamp tie-breaking, a large computational cost gap against all-linearization, and earlier perfect-fit coverage in a controlled simulation.
An arXiv preprint develops a formal probability framework for a six-valued logical system representing gaps, gluts and reliability. It connects several probability representations through inverse mappings and reports equivalent semantic and syntactic update rules. The work is mathematical rather than empirical.
A methods preprint studies how allowing relative error changes the guarantees for differentially private continual release. Its bounds improve additive error for several tasks and stream settings, while adaptive MinSelect remains subject to a large lower bound.
An arXiv preprint evaluates ways to retrieve answer-bearing passages from an Arabic Islamic jurisprudence collection. Fiqh-specific fine-tuning was associated with higher retrieval scores, while legal-school filtering was associated with the largest reported gains on school-specific questions. The evaluation stopped before testing generated-answer quality.
An arXiv preprint describes a suspension-preconditioning method for off-road vehicle jumps. In selected BeamNG.tech simulations, the combined controller recorded higher success counts than comparison policies, while other tested speeds and ramp profiles exposed important reversals.
A seven-policy preprint comparison found LFU hard to beat under its controlled protocol, while a quality audit showed that raw semantic-cache hits often failed to represent answer-substitutable reuse.
Controlled benchmarks at the AIR Data Centre paired local storage tests with a remote replication campaign spanning 63 sites. The results show a high-capacity fabric, sharp throughput losses under throttling and measurable differences between endpoint hardware and network paths.
A methods preprint reports that a fixed agentic-search test recorded lower accuracy and evidence recall on a ClimbMix-based benchmark than on the original corpus, while the strongest agent answered all 57 questions when relevance judgments were supplied.
An analysis of two unlinked surveys from active Fledge.Love users found that receptivity to deploying one’s own conversational agent and receptivity to encountering another person’s agent are separate but strongly related. The data do not show how AI agents affect real-world dating behavior.
A 2026 arXiv preprint compares 41 latent-action design choices for robot learning. LAPO had the highest reported overall benchmark mean, while several design choices were associated with higher scores. A nonrandomized real-world comparison does not establish a causal advantage.
An arXiv preprint finds a sharp divide in Product-Gap, a randomized facility-location rule on the real line. Its expected social cost is at most 2k times optimal for every k ≥ 2, but strategyproofness in expectation holds only for two and three facilities and fails from four onward.