Preprint Science & research 1 min read
Gating AI corrections to align with visible clues yields uneven improvements and may not hold on unseen data.
arXiv 19 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A study tests forecasting among multiple robots that share space predictions and uncertainty to guide movement.
arXiv 19 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A preprint study tests a multimodal tool that stores and uses visual data across steps, finding small improvements but noting limits and costs.
arXiv 19 Oct 2026 Summary of the abstract
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Preprint Science & research 1 min read
Image generation using paired image and text data can work without separate language training, but results vary by model size and task.
arXiv 19 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
Drafts made by computer from vague requests are tested to see if they work, not just look plausible.
arXiv 19 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
Linking public skill scores to future gains, with clear limits for real-world use.
arXiv 19 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
training on documents describing two behaviors together can cause one behavior to appear even when not targeted, with selective emergence and possible composition
arXiv 16 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A fixed task cue changes how quantum circuits weigh data without adding new samples, with limits.
arXiv 16 Oct 2026 Summary of the paper
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Journal article Science & research 1 min read
A method using attention to steer model activations toward concepts shows promise but results vary by concept and model size.
PNAS 16 Oct 2026 Summary of the abstract
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Preprint Science & research 1 min read
A study tests how predicting image pixels vs. other signals changes results and where limits arise.
arXiv 16 Oct 2026 Summary of the abstract
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Preprint Science & research 1 min read
Problem: many health apps seek data not needed. Finding: consent gaps are common; some apps collect more than they disclose.
arXiv 16 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A preprint reports modest improvements in framing and testing of ideas, but real-world transfer remains uncertain.
arXiv 16 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A check using computer tools on cancer data finds many results hold up, but data gaps slow perfect replication and caution is needed.
arXiv 16 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A new verifier tests how well generated images follow prompts by breaking tasks into parts and scoring partial correctness.
arXiv 15 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
Flexible hidden context helps robots predict and act in new surroundings.
arXiv 15 Oct 2026 Summary of the abstract
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Preprint Science & research 1 min read
A loop with an artificial intelligence component proposes circuit designs and a checker tests correctness and cost, with explicit limits.
arXiv 15 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A practical look at how shared memory guides scene creation and policy learning without hype.
arXiv 15 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
Forecasts can produce many possible futures, but results vary and have limits.
arXiv 15 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A new test checks if robots can follow user tastes as well as finish tasks, not just complete them.
arXiv 15 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A single model can adjust compute without retraining; deep pruning has limits and task variation
arXiv 14 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
Problem: understanding robot control weights without hype. Finding: a diffusion-based model can generate deployable policy networks, but limits on real-world transfer persist.
arXiv 14 Oct 2026 Summary of the abstract
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Preprint Science & research 1 min read
Simple auctions for AI prompts can work well if several top bidders compete and prompt difficulty is predictable.
arXiv 14 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
Improving robots in real settings can be done with small amounts of human input and smart corrections.
arXiv 14 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A training approach nudges language models to predict their next moves, using past successes to teach both action and planning, without promising universal gains.
arXiv 14 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A steady memory-like path helps retrieval with modest test gains, but results vary and depend on setup.
arXiv 14 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A single model fills in dense motion for varied shapes using a base plus a dimensionless residual.
arXiv 13 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A controlled study tests how labeling demonstrations by quality affects learning across simulations and real tasks, showing modest to notable gains depending on method and context.
arXiv 13 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A new training approach uses the system's own action to guide learning, not a pre-made data set, in two-dimensional lattice field theory.
arXiv 13 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A simple, no-training method that trims long reasoning traces in large language models, but effectiveness varies by task and model.
arXiv 13 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A memory-based method builds reusable action chunks to speed up tasks while keeping risks.
arXiv 13 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A new dataset and training recipe aim to make long-horizon AI tasks learnable, yet improvements differ across models and tasks.
arXiv 13 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A simple test checks if explanations point to real reasons even when the model's details are hidden, showing limits tied to data and masking.
arXiv 9 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
Explains how AI compares to people in moving through linked knowledge without hype or alarm.
arXiv 9 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
Researchers bound how the shape of outputs depends on network design, not just data.
arXiv 9 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A draft compares how many rounds are needed for parallel sampling to approximate outcomes, showing results depend on setup and do not generalize beyond studied conditions.
arXiv 9 Oct 2026 Summary of the abstract
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Preprint Science & research 1 min read
A simple concept shows hidden abilities may stay unseen during audits.
arXiv 9 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A space relay with limited storage must pick which updates to send to Earth. A goal-driven plan can improve newness while being fair to lunar and Martian sources.
arXiv 9 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A practical look at measuring AI progress using human task times and where the method may mislead or miss differences.
arXiv 8 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
Scene-aware safety filter guides actions while preserving safe motions.
arXiv 8 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A study of three real-world AI incidents shows that depending on a single sandbox is insufficient and that ongoing checks across the full system are essential.
arXiv 8 Oct 2026 Summary of the abstract
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Preprint Science & research 1 min read
A new training approach uses smarter task picks to speed learning for robots, with mixed results across locomotion and assembly tasks.
arXiv 8 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A smaller model uses a depth-guided bank of expert parts to imitate deep behavior.
arXiv 8 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A test checks if computer programs using artificial intelligence can plan Lego brick builds using a prompt and a brick parts library.
arXiv 8 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
Study shows longer video history improves control only if the video model was trained to predict future frames first.
arXiv 7 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A cautious look at how separating exploration from training can help AI models solve math problems better while preserving other capabilities.
arXiv 7 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A simple tweak to a common distributed trainer helps it converge fast even when data noise is irregular.
arXiv 7 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A memory-based approach aims to revise specific facts in AI while preserving unrelated knowledge, but cross-update interference can occur.
arXiv 7 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
Clear wording rules help how vision-language-action AI works, but gains vary by task and real testing is needed.
arXiv 7 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A memory tool records object locations and surrounding notes to answer later questions without rewatching video, but gains fade when environments shift.
arXiv 7 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A study trains a teaching system to adjust help for different learner types, showing gains in math but with limits and uncertainties for real classrooms.
arXiv 6 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A method trains robot policies quickly from scratch or from demonstrations, but keeps updates cautious to avoid unreliable guidance.
arXiv 6 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A new abstract study proposes a 3D world model for robot work; depth data improves reasoning but real-world limits remain.
arXiv 6 Oct 2026 Summary of the abstract
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Preprint Science & research 1 min read
A theory links how small prediction sets shrink with more information to a classic idea of information, but relies on careful calibration and model accuracy.
arXiv 6 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
Starts from rough estimates of hand and object positions to rebuild 4D motion, with some limits.
arXiv 6 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
This explains how anchoring ideas from several papers can help brainstorming, while noting limits in scope.
arXiv 6 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
The study proposes a pipeline to keep connections intact when diagrams are resized for different formats.
arXiv 5 Oct 2026 Summary of the abstract
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Preprint Science & research 1 min read
Early data cues in base models move some tasks toward higher accuracy, but results vary.
arXiv 5 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A small change can help some diffusion tasks, but results depend on the case.
arXiv 5 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
New view into how diffusion-based AI reads its own evolving visuals, with limits.
arXiv 5 Oct 2026 Summary of the abstract
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Journal article Science & research 1 min read
A simple approach links cause-and-effect ideas to graph models to forecast multiple toxicity outcomes, with some caveats.
PNAS 5 Oct 2026 Summary of the abstract
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Preprint Science & research 1 min read
A single task video guides action by retrieving only the needed clips, avoiding full video replay.
arXiv 5 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A method to watch how representations align with biased cues and to nudge them, while not promising universal removal of all biases.
arXiv 5 Oct 2026 Summary of the paper
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Journal article Science & research 1 min read
Computer-assisted pollen analysis shows shifts in grass types and four-carbon-pathway grasses tied to past climate and fire activity, with limits from abstract-only evidence.
PNAS 2 Oct 2026 Summary of the abstract
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Preprint Science & research 1 min read
A compact, slice-based 3D representation can keep important topology like holes and connections, but may struggle with some complex shapes.
arXiv 1 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A framework lets robots improve skills in simulation and verify them on a real robot after calibration, while keeping expectations grounded.
arXiv 1 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A new method shows you can approximate complex avatar animation with a shared linear basis, enabling on-device speedups while keeping quality largely intact.
arXiv 1 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A new approach uses predicted image embeddings to guide a generator at every denoising step.
arXiv 1 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A benchmark shows large language models often fail to turn security requests into correct Kali Linux commands, even with hints; training can help but limits remain.
arXiv 1 Oct 2026 Summary of the paper
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Preprint Science & research 1 min read
A benchmark shows how researchers identify useful earlier work; artificial intelligence tools still struggle to consistently point to truly helpful sources.
arXiv 1 Oct 2026 Summary of the abstract
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Preprint Science & research 1 min read
Timing tricks from overlapping word windows can inflate apparent gains; decoding independently with brain data and a language model reveals the brain’s actual contribution.
arXiv 30 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A small change in prompts can move AI from chasing exact accuracy to ranking true cases higher. Results vary by disease and data balance.
arXiv 30 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A benchmark shows edits can work on real clips, but long edits drift.
arXiv 30 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
Abstract-only preprint shows co-evolving document search and problem solving can raise some discovery scores, but results vary and this is not a real-world deployment guarantee.
arXiv 30 Sep 2026 Summary of the abstract
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Preprint Science & research 1 min read
A method that uses image data to train on videos shows strong results with less video pretraining time; real-world gains depend on data.
arXiv 30 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A study shows token-level signals from semifactual prompts can improve reasoning during training, but gains depend on model size and task.
arXiv 30 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A new method reduces memory use in AI reasoning without big drops in performance.
arXiv 29 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
Researchers tested a new crop-segmentation method and found it can better delineate parcel edges, yet results vary with dataset design and tile size.
arXiv 29 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
Foundation-model guided corrections from reusable skills steadily boost task policies, but gains vary by task and require initial setup.
arXiv 29 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A multi-view AI tries rough 3D hints to understand rooms before answering questions, with higher training cost.
arXiv 29 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A memory and compute saving approach for long-context AI that quantizes the state less often and keeps big outliers in higher precision.
arXiv 29 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A theory links when local denoising breaks down to when semantic identity is lost, with limits.
arXiv 29 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A simple framework links how data is described to how it is updated, showing gains on large image tasks but real-world limits remain.
arXiv 28 Sep 2026 Summary of the abstract
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Preprint Science & research 1 min read
A single training setup may cover many compute budgets, yet not every depth remains equally usable.
arXiv 28 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A small change to how models learn video generation aims to cut work and fix training glitches, yet its effects outside the lab are not yet proven.
arXiv 28 Sep 2026 Summary of the abstract
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Preprint Science & research 1 min read
A new method reconstructs editable animal fur from calibrated views without animal-fur data, using a compact code and local thickness cues.
arXiv 28 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A study evaluates AI’s ability to spot Bible references in Karen Blixen’s Seven Gothic Tales.
arXiv 28 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
Researchers tested whether an image-generating model could improve its own work instead of relying on a separate critic.
arXiv 28 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
Explores a compact read–write state inside language models that represents what the model thinks about a user and can influence safety refusals.
arXiv 25 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
New approach teaches reasoning models to estimate their own confidence. It reduces token use without hurting accuracy across math, science, and coding tasks, using only internal signals.
arXiv 25 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
Noise schedule with strong convexity improves local score alignment in reverse diffusion but does not guarantee global mass allocation across distant options.
arXiv 25 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A practical look at adjusting the mix of attributes in AI outputs after generation, without retraining the model.
arXiv 25 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
Problem, approach, and limits of privately finding the best fit direction in bell-curve data.
arXiv 25 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A method adds new AI skills to a model without erasing or rewiring what the model already knows, aiming for a simpler, safer way to grow capabilities over time.
arXiv 25 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
Explains what happened, why it matters, and how to protect audits without hype.
arXiv 24 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A rolling denoising method speeds up predictions while keeping manipulation ability, with mixed limits.
arXiv 24 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A study tests an interactive approach that uses social context to judge conspiracy posts, with mixed gains and clear limits.
arXiv 24 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A study traces how preserving action signals in predictions helps planners choose better actions without hype.
arXiv 24 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
Teaching a robot from one example can start a reusable program and built-in checks before use.
arXiv 24 Sep 2026 Summary of the paper
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Preprint Science & research 1 min read
A new analysis shows that private observations and actions in embodied training can be reconstructed from shared gradients.
arXiv 24 Sep 2026 Summary of the paper
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Journal article Science & research 1 min read
A simple way to see how much each input changes predictions without rebuilding models.
PNAS 23 Sep 2026 Summary of the abstract
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Journal article Science & research 1 min read
The problem: AI guidance helps people learn, but results vary. With learning cues, synergy improves; without them, benefits fade.
PNAS 21 Sep 2026 Summary of the abstract
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Preprint Science & research 1 min read
A testing framework measures AI performance across horizons in gameplay.
arXiv 21 Sep 2026 Summary of the abstract
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Preprint Science & research 1 min read
A new benchmark studies how learning from many animals’ brain data transfers to new animals, with mixed outcomes and remaining questions.
arXiv 18 Sep 2026 Summary of the abstract
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Preprint Science & research 1 min read
A design assistant learns from real briefs to grow a usable set of steps and improve its work without hand-labeled examples.
arXiv 18 Sep 2026 Summary of the abstract
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Preprint Science & research 1 min read
A new benchmark shows implementation guidance is often missing, hindering faithful use of research results.
arXiv 9 Sep 2026 Summary of the abstract
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Journal article Science & research 1 min read
A spaceborne method uses full radiance data to locate methane plumes, but coverage and data quality vary.
PNAS 1 Sep 2026 Summary of the abstract
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