AI Intelligence Archive
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ResearchOrdinary
K-prop: Deep Online Learning by Backpropagating Temporal Kernels
Self-recurrence represents an important component for temporal processing in neural networks, both artificial and biological, where it appears naturally in the form of leaky integration. However, due to the complex temporal dependencies of…
Source: arXiv
ResearchOrdinary
Perceived Agency During Agent-Avatar Control Transitions in Virtual Reality
Prior beliefs about whether a virtual human (VH) is controlled by a human or a computer can shape how users interpret and respond to its behaviour. As emerging hybrid VH systems allow control to transfer between human operators and compute…
Source: arXiv
ResearchOrdinary
WaveGen: Truly End-to-End Waveform Generation via Internal Spectral Trajectory Learning
This work proposes WaveGen, a fully end-to-end diffusion-based text-to-waveform framework based on Spectral Forcing, which jointly learns an internal spectral trajectory and the target waveform trajectory within a single model, enabling di…
Source: arXiv
ResearchOrdinary
Can the Confidence and Decisions of System 1 Models Be Trusted? An Explainability and Perturbation Audit of Jev-Style Decision Models
"System 1" decision models (pioneered by TypeSafe AI's Jev) replace autoregressive text generation with a single forward pass returning typed probability distributions over declared schemas (Choice, Score, Noul). While deployed for low-lat…
Source: arXiv · Grok
TutorialsOrdinary
I built an MCP server so AI assistants stop guessing Dutch health insurance prices
Ask an AI assistant what the Dutch mandatory health insurance deductible is for 2027 and you'll often...
Source: DEV Community
TutorialsOrdinary
9 AI Workflow Automaton Tools Compared for 2027
AI workflow automation tools connect your apps and add a model to the steps in between. This way, a...
Source: DEV Community
ResearchOrdinary
UniHam: A Large-Scale SOC-Complete Dataset and Benchmark for Hamiltonian Learning in Materials
Accurate prediction of electronic Hamiltonians would enable broad property inference while avoiding the high computational cost of Density Functional Theory (DFT). However, progress toward general-purpose materials foundation models is lim…
Source: arXiv
ResearchOrdinary
MARS: Multiscale Appearance-Residual Streams for Video Forgery Detection
Generalizing deepfake detection across facial manipulation and fully generated video remains challenging due to forgery traces varying with the manipulation method and scene content. Explicit spatial and temporal feature differences offer …
Source: arXiv
ResearchOrdinary
Text Grouping Changes Completion-Time Comparisons in Long-Form Simultaneous Speech Translation
Does grouping translation updates before speech synthesis change the measured completion gap between two translators? We compare StreamAtt with its fixed-audio-history baseline on ten English-German talks. For each translation, we keep the…
Source: arXiv
ResearchOrdinary
Out-of-the-Box Tabular Foundation Models for Bayesian Optimization in Materials Discovery
Bayesian optimization is widely used in active learning loops for materials science. Gaussian processes serve as the de-facto surrogate model family, but require task-dependent kernel choices and can lack the modeling capacity for complex …
Source: arXiv
TutorialsOrdinary
“Hindsight Stopped My On-Call Agent From Repeating a Failed Fix”
"A practical incident-triage design that remembers failed fixes, not just successful ones, so an...
Source: DEV Community
ResearchOrdinary
Detecting AI-Authored Text in Authentic Student Writing: Evidence from PISA 2025
AI-text detectors reach near-perfect scores in evaluations that contrast fully human-written texts with texts generated from researcher-designed prompts. In authentic student writing, however, AI use is voluntary and often partial. We stud…
Source: arXiv · GPT / Qwen / Llama
TutorialsOrdinary
Per-agent tokens for MCP servers: what operators told me, and the design that came out of it
A few weeks ago I set out to give every AI agent its own cryptographic identity. Then I asked the...
Source: DEV Community
ResearchOrdinary
AuDiR: Diagnosing Audio Reasoning with Rule and Percept Interventions
Answer accuracy alone does not distinguish failures in acoustic perception, rule knowledge, and rule application. AuDiR (Audio Diagnostic Reasoning) examines these distinctions through controlled input interventions. Each item contains an …
Source: arXiv · Gemini
ResearchOrdinary
Learning to Select Sparse Linear Solvers with Convolutional Neural Networks
We investigate convolutional-neural-network (CNN) based automatic solver selection for sparse linear systems, a problem of practical importance where solver performance varies dramatically with matrix sparsity structure. A CNN is trained t…
Source: arXiv
ResearchOrdinary
Prediction with Foundation Models under Deployment Budgets
Foundation models can supply predictions for a downstream task that draw on knowledge from extensive pretraining, but they differ in task-specific accuracy and query cost. We develop a framework that improves prediction for the task under …
Source: arXiv
ResearchOrdinary
Phrase-Level Speculative Decoding on a Frozen Target
Speculative decoders raise throughput by banking more target tokens per forward pass, and Medusa, EAGLE-3, DFlash and DSpark all do it the same way: more candidates that survive verification. All of them draft in the target's own vocabular…
Source: arXiv · Qwen / Hugging Face
ResearchOrdinary
Causal discovery from Bayesian symbolic regression
Causal discovery from observational data is central to scientific reasoning, yet established constraint-based and score-based methods often recover only a Markov equivalence class and provide no signal in bivariate or strongly autocorrelat…
Source: arXiv
ResearchOrdinary
Pricing Symbolic Rules by What GNNs Leave Unlearned
Symbolic knowledge (motif counts, ring counts, label constraints) is routinely added to graph neural networks (GNNs) and justified by their limited expressivity. We replace this yardstick with an exact one. The largest log-loss reduction a…
Source: arXiv
ResearchOrdinary
Patching Up Circuit Learning via Parameter Sharing
Probabilistic circuits (PCs) have emerged as generative models guaranteeing tractable probabilistic inference. However, tractability comes at the price of larger model sizes than in other generative models. As such, to scale PCs to high-di…
Source: arXiv
TutorialsOrdinary
Everyone Is Building AI to Replace Developers. Nobody Is Building the Plan for What Comes After.
Quick game. Open the launch post for any AI coding tool and count the verbs. Generates. Refactors....
Source: DEV Community
TutorialsOrdinary
When "Not Found" Doesn't Mean "Never Happened"
A lease expiry proves only that a worker stopped reporting. In five real-clock runs, a naive reconciler wrote the same ticket twice, and a late commit survived the lookup.
Source: DEV Community
TutorialsOrdinary
The New York Times v. Brave Puts AI Search Indexing Under Scrutiny
The New York Times Co. has filed a copyright complaint against Brave Software that places a growing...
Source: DEV Community
ProductsOrdinary
PixVerse 推出 Draw to Fly 功能
在 PixVerse 上试试 Draw to Fly https://app.pixverse.ai/mini-apps/draw-to-fly?utm_source=Social&utm_medium=X
Source: X:PixVerse (@PixVerse)
TutorialsOrdinary
How We Stitch Parallel AI Video Segments With Frame Accuracy
AI video models have a length limit, and the one we use renders at most 15 seconds per clip. That is...
Source: DEV Community
TutorialsOrdinary
Take a Claude Agent SDK agent from install to deploy with Agents CLI
How the Claude extension in Agents CLI takes a Claude Agent SDK agent from install to a validated Cloud Run deploy, with sessions, tracing and eval set up for you.
Source: DEV Community · Claude
TutorialsOrdinary
Ziff Davis Reports 37% Drop in Google Referrals as AI Visibility Reaches 2.7 Billion Impressions
Ziff Davis reported a sharp decline in organic Google referrals during the third quarter of 2026,...
Source: DEV Community
TutorialsOrdinary
Three weeks of watching MCP advisories appear and disappear
Three weeks ago I published a single-night scan of the top 500 MCP servers. Then I left the scanner...
Source: DEV Community
TutorialsOrdinary
I tested ChatGPT's PDF Content Credentials: what survives a re-save, a print and an edit
Ten ChatGPT-generated PDFs carried a C2PA manifest signed by OpenAI. I re-saved, re-rendered, rasterised and edited them to see what is left. Code included.
Source: DEV Community · OpenAI / ChatGPT
TutorialsOrdinary
I tested whether eBPF helps diagnose slow AI agents. I wrote my predictions first and got many wrong.
A slow AI agent run is a chain of network calls: the model, tools, a database, outside APIs. An...
Source: DEV Community
TutorialsOrdinary
AI Visibility Is Real, but It Is Not a Standalone Performance Metric
AI visibility is measurable, but a growing body of research suggests that many dashboards overstate...
Source: DEV Community
TutorialsOrdinary
Why Tesseract Fails on Cursive Handwriting (And How We Built a Two-Tier Vision Pipeline in Node.js)
When building Holder—a personal information vault and second brain for screenshots, links, and...
Source: DEV Community
TutorialsOrdinary
Criando um agente de IA 24/7 para aplicações .NET
Um agente de plantão em .NET 10 com o gpt-5.4-mini no Microsoft Foundry, com ferramentas, aprovação humana, orçamento de tokens e o que fazer quando a cota do Foundry estoura.
Source: DEV Community · GPT
TutorialsOrdinary
284B on 64GB RAM: We Read the Small Print Before Downloading 56 GiB
Everyone who has bought a car knows how to read a fuel-economy sticker. The number is real. It was...
Source: DEV Community
TutorialsOrdinary
One Site’s Google AI Opt-Out Test Estimated 23% of Search Clicks Came From AI Features
Google does not provide publishers with a separate click total for AI Overviews or AI Mode. That...
Source: DEV Community
TutorialsOrdinary
Reasoning models think in silence. Our job queue read silence as death.
One morning, our daily automated code review flagged a refactor we had just pushed. The finding fit...
Source: DEV Community
TutorialsOrdinary
I built an AI field guide that works with the internet off, live on stream
This is a submission for the Hacktoberfest 2026 DEV Challenge, Week 3: Slow and Steady. ...
Source: DEV Community
TutorialsOrdinary
Your LLM returned valid JSON. That doesn't mean it's telling the truth.
What building an automotive telemetry application taught me about structured output, evidence...
Source: DEV Community
TutorialsOrdinary
AI Fatigue? I Counted: 9 of the Last 10 Articles I Opened Were About AI. So I Wrote About a Button Instead.
When did every article on the internet become about AI? Last night, in my hostel room, with a cup of...
Source: DEV Community
TutorialsOrdinary
The AI Didn't Break In. It Knocked on Every Door: What the BOSSAI Mesh Actually Tells Us
For twelve days this summer, researchers at Acronis's Threat Research Unit watched a single person...
Source: DEV Community