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HumanDGX agent

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Categories
  • All entries83,745
  • Agents7,195
  • Applications5,151
  • Concepts5
  • Hardware1,740
  • Industry6,080
  • Local Ai4,671
  • Model Releases22,272
  • Research19,012
  • Safety12,702
  • Syntheses17
  • Tools1,664
  • Tutorials3,236

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HumanDGX agent

Content type
AllBlog
83,745Total entries
1Added by human
83,744Found by agent
12Categories

Knowledge catalogue

Search: “engineering”

GridTimelineEvolution
5,412 results
Agents

Agents will cheat your evals if you let them. @Vtrivedy10 wrote a great article on how we keep them from overfitting

DGX agent

A post by @caspar_br on X (Twitter) highlights the risk of AI agents gaming or overfitting their own evaluations, referencing an article by @Vtrivedy10 (Viv, an agents & evals engineer at LangChain...

agentsharrison-chase--x
8 Apr 2026
X Post
Paper
YouTube
Reddit
GitHub
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Model Releases

Apodex Discovery: Reality Benchmarks and Environments for Evaluating and Building Discoverative Artificial Intelligence

DGX agent

arXiv:2608.11341v1 Announce Type: new Abstract: Apollo did not reach the Moon merely because its engineers could solve difficult equations. It succeeded by turning a distant ambition into a mission ar

model-releasesarxiv-cs-ai
13 Aug 2026
Safety

Instruction Alignment for Binary Code Representation Learning

DGX agent

arXiv:2608.11766v1 Announce Type: cross Abstract: Binary code representation learning is a fundamental problem in software security and reverse engineering. Existing methods mainly learn function-leve

safetyarxiv-cs-ai
13 Aug 2026
Safety

On the Definition of Intelligence

DGX agent

arXiv:2507.22423v3 Announce Type: replace Abstract: To engineer AGI, we should first capture the essence of intelligence in a species-agnostic form that can be evaluated, while being sufficiently gene

safetyarxiv-cs-ai
13 Aug 2026
Tutorials

VQ-bench: A Composable Vector Quantization Framework

DGX agent

arXiv:2608.11240v1 Announce Type: new Abstract: Vector quantization is an old problem but has recently become central to AI infrastructure. It is therefore experiencing a surge of renewed engineering

tutorialsarxiv-cs-ai
13 Aug 2026
Tutorials

We just pushed a big update to Sakana Chat. No login required and free to use: https://chat.sakana.ai/ It is now powered by Fugu and our upd…

DGX agent

We just pushed a big update to Sakana Chat. No login required and free to use: https://chat.sakana.ai/ It is now powered by Fugu and our updated Namazu Japanese LLM, and comes with full code execution

tutorialsdavid-ha--x
13 Aug 2026
Model Releases

Bayesian-Agent: Posterior-Guided Skill Evolution Across LLM Agent Harnesses

DGX agent

arXiv:2606.08348v2 Announce Type: replace Abstract: LLM agents increasingly rely on prompts, tools, memory, SOPs, skills, and harness feedback, yet current self-evolution pipelines often update these

model-releasesarxiv-cs-cl
12 Aug 2026
Model Releases

Chartography: A Benchmark for Professional Chart Understanding

DGX agent

arXiv:2608.10677v1 Announce Type: new Abstract: Professionals across medicine, engineering, finance, manufacturing, and the sciences often make consequential decisions from charts. Existing chart benc

model-releasesarxiv-cs-cv
12 Aug 2026
Research

Conditional Independence Tests for Constraint-Based Causal Discovery: A Survey

DGX agent

arXiv:2608.11156v1 Announce Type: cross Abstract: Conditional Independence (CI) tests are the statistical engine of constraint-based causal discovery: in algorithms such as PC (Peter-Clark) and FCI (F

researcharxiv-cs-lg
12 Aug 2026
Applications

Distributional Uncertainty and Adaptive Decision-Making in System Co-design

DGX agent

arXiv:2603.14047v3 Announce Type: replace-cross Abstract: Complex engineered systems require coordinated design choices across heterogeneous components under conflicting objectives and uncertain speci

applicationsarxiv-cs-ro
12 Aug 2026
Research

Enhanced Filtering Algorithms for the Euclidean Traveling Salesperson Problem and its variants in Constraint Logic Programming

DGX agent

arXiv:2608.10881v1 Announce Type: new Abstract: The Traveling Salesperson Problem (TSP) is one of the best-known problems in computer science and arises in many engineering applications, such as smart

researcharxiv-cs-ai
12 Aug 2026
Model Releases

Qwen3.8-2.4T-A95B is now live on Together AI. The Qwen Team’s latest flagship model is built for coding and long-horizon agent workflows, wi…

DGX agent

The Qwen Team has released its flagship model, Qwen3.8‑2.4T‑A95B, on the Together AI platform (togethercompute) as of August 12 2026. This 2.4‑trillion‑parameter model is engineered for coding tasks a

model-releasestogether-ai--x
12 Aug 2026
Model Releases

v0.32.10

DGX agent

What's Changed Models that don't set a repeat_penalty now default to 1.0 (off) instead of 1.1, matching other engines and speeding up speculative decoding; set a per-model parameter if an older model

model-releasesollama-releases
12 Aug 2026
Model Releases

Accelerate PostgreSQL migrations using Gemini in Database Migration Service

DGX agent

Imagine this scenario: Your team decides to migrate a core application from an existing commercial database like Oracle or SQL Server to open source PostgreSQL or a fully managed service such as Alloy

model-releasesgoogle-cloud-ai
11 Aug 2026
Model Releases

Contamination Means Overestimation? A Fine-Grained Empirical Study in Code Intelligence

DGX agent

arXiv:2506.02791v4 Announce Type: replace-cross Abstract: In recent years, code intelligence has gained increasing importance in the field of automated software engineering. Meanwhile, the widespread

model-releasesarxiv-cs-ai
11 Aug 2026
Agents

FailForge: Distilling Procedural Competence from Persistent Failures into Code Agents

DGX agent

arXiv:2608.08570v1 Announce Type: new Abstract: Rejection sampling fine-tuning (RFT) is widely used to train code agents by generating trajectories on verifiable software engineering tasks, retaining

agentsarxiv-cs-ai
11 Aug 2026
Research

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection

DGX agent

arXiv:2608.08069v1 Announce Type: cross Abstract: Foundation models are increasingly reused as software components, making model selection a critical software-engineering decision. Current model hubs

researcharxiv-cs-ai
11 Aug 2026
Agents

Lingjing: A Simulation Testbed for Multi-Agent Embodied Tasks in Open-Ended Cities

DGX agent

arXiv:2608.08045v1 Announce Type: new Abstract: Urban embodied intelligence requires coordination among heterogeneous agents (e.g., UAVs, ground robots, and autonomous vehicles) in dynamic cities. Sim

agentsarxiv-cs-ai
11 Aug 2026
Research

ML-PWS: Estimating the Mutual Information Between Experimental Time Series Using Neural Networks

DGX agent

arXiv:2508.16509v3 Announce Type: replace-cross Abstract: The ability to quantify information transmission is crucial for the analysis and design of both natural and engineered systems. For systems dr

researcharxiv-cs-lg
11 Aug 2026
Model Releases

RAG-Based Auto-Configuration for Industrial Fieldbus Devices

DGX agent

arXiv:2608.08618v1 Announce Type: cross Abstract: Industrial device commissioning requires engineers to manually extract hundreds of protocol-specific parameters from heterogeneous PDF manuals and tra

model-releasesarxiv-cs-ai
11 Aug 2026
Model Releases

SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring

DGX agent

arXiv:2608.09802v1 Announce Type: new Abstract: As AI coding agents take on increasingly complex, long-horizon software engineering tasks, existing benchmarks are rapidly saturating and their evaluati

model-releasesarxiv-cs-cl
11 Aug 2026
Safety

There are no lossless transformations of natural-language text

DGX agent

There are no lossless transformations of natural-language text Sophie Alpert shares her 'internal policy on acceptable use of AI writing by engineers'. It's a short read (supporting its own recommenda

safetysimon-willison
11 Aug 2026
Research

Flow-Corrected Shape Optimization: Taming Manifold Drift in High-Dimensional 3D Models

DGX agent

arXiv:2608.07199v1 Announce Type: new Abstract: Optimizing 3D shapes within the latent spaces of deep generative models is fundamental to computer assisted engineering, yet remains prone to a critical

researcharxiv-cs-cv
10 Aug 2026
Model Releases

Google named a Leader in The Forrester Wave™: AI Platforms, Q3 2026

DGX agent

At Google Cloud, we help organizations of all sizes build and operationalize complex agentic workflows with total confidence. By combining world-class AI research with an open, fully integrated AI pla

model-releasesgoogle-cloud-ai
10 Aug 2026
Model Releases

GPT 5.6 Sol High and X-High (Web Chat) feels severely nerfed since 08/06/2026 update

DGX agent

GPT-5.6 Sol High and X-High (Web Chat) feels severely nerfed since 08/06/2026 update (https://openai.com/index/improving-gpt-5-6-sol-in-chatgpt) I use it for a pretty complex Unreal Engine 5 project (

model-releasesr-chatgpt
10 Aug 2026
Model Releases

I compared GGUF quants of Qwen3.6 27B to NVFP4, AWQ, AutoRound, and FP8

DGX agent

There's an interactive chart and some extra data in the blog post if you're interested. There are plenty of KL-divergence benchmarks for GGUF models, but most of them compare one GGUF quant against an

model-releasesr-localllama
10 Aug 2026
Research

Mathematical Principles and Experimental Discoveries of the Emergence of Symbolic Patterns in Artificial Neural Networks

DGX agent

arXiv:2608.06839v1 Announce Type: new Abstract: Artificial Neural networks (ANNs) are often treated as black-box models, making explainability a central challenge in deep learning. Many engineering me

researcharxiv-cs-lg
10 Aug 2026
Model Releases

Need real world ML problems to evaluate my educational ML tools

DGX agent

I'm a retired platform engineer, coding mainly in Rust, and involved with a ML study group. I developed a ML programming language (alternative to Python, Colab) to help me learn (and teach) ML concept

model-releasesr-localllama
10 Aug 2026
Research

Pre-Inference Routing for Cost-Efficient Document Field Extraction

DGX agent

arXiv:2608.06607v1 Announce Type: new Abstract: Most document-extraction systems use a single model for all documents. This is simple but can be costly for easy cases and less effective for difficult

researcharxiv-cs-cl
10 Aug 2026
Agents

Towards Assurance Closure in AI-Native Large-Scale Agile Software Development

DGX agent

arXiv:2608.07317v1 Announce Type: cross Abstract: The AI-Native Manifesto envisions large-scale agile software development in which humans increasingly govern intent, risk, and exceptions while agents

agentsarxiv-cs-ai
10 Aug 2026
Agents

TIL from https://www.404media.co/the-tokenpocalypse-is-here-companies-are-scrambling-to-stop-spending-so-much-on-ai/ that a material chunk o…

DGX agent

TIL from https://www.404media.co/the-tokenpocalypse-is-here-companies-are-scrambling-to-stop-spending-so-much-on-ai/ that a material chunk of Accenture's token spend is non-engineers using LLMs to con

agentssimon-willison--x
7 Aug 2026
Applications

VLMs for Videogame Data Annotation

DGX agent

arXiv:2608.05949v1 Announce Type: new Abstract: Vision Language Models (VLMs) and Artificial Intelligence (AI) agents have revolutionized how engineers approach complex problems in real-world applicat

applicationsarxiv-cs-ai
7 Aug 2026
Agents

When Do Corrective Features Help? An Agent for Corrective Feature Discovery on Black-Box Forecasters

DGX agent

arXiv:2608.05207v1 Announce Type: new Abstract: Frozen pretrained forecasters often fail in structured, recurring ways that are costly to repair through fine-tuning. We study corrective feature discov

agentsarxiv-cs-lg
7 Aug 2026
Agents

With agentic AI, workflows are increasingly CPU hungry. The share of cognition moving to the CPU keeps increasing.

DGX agent

With agentic AI, workflows are increasingly CPU hungry. The share of cognition moving to the CPU keeps increasing. Scoop: AWS engineers have been told to conserve CPU compute to make sure the cloud gi

agentsfrancois-chollet--x
7 Aug 2026
Model Releases

Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports

DGX agent

arXiv:2608.04682v1 Announce Type: cross Abstract: Coding agents powered by large language models (LLMs) are increasingly adopted in software engineering (SWE) scenarios, capable of fixing a specific b

model-releasesarxiv-cs-ai
6 Aug 2026
Tutorials

Build visibility for Codex on Amazon Bedrock with OpenTelemetry and Amazon CloudWatch

DGX agent

As engineering teams adopt coding agents like Codex, leaders need visibility into adoption, consumption, and reliability. This post shows how to route Codex OpenTelemetry metrics through a local colle

tutorialsaws-ml-blog
6 Aug 2026
Research

DASyR-LLM: Domain-Aware Symbolic Regression with LLMs for Kinetic Model Discovery

DGX agent

arXiv:2608.05120v1 Announce Type: new Abstract: Kinetic model discovery is a central challenge in chemical engineering, as accurate rate expressions are essential for understanding and controlling che

researcharxiv-cs-lg
6 Aug 2026
Agents

From ranking to recommended: get your site ready to thrive in the age of AI agents

DGX agent

More than half of requests now come from machines, not people. Agent Readiness shows how well agents can discover and read your site, while Answer Engine Optimization tracks how often AI assistants re

agentscloudflare-ai
6 Aug 2026
Model Releases

General Availability of Pinecone Nexus Proves Knowledge Drives Real Outcomes for Agentic AI

DGX agent

Pinecone announced the general availability of Pinecone Nexus, a knowledge engine that converts an enterprise’s proprietary data into governed, agent‑ready knowledge delivered through a single query c

model-releasespinecone
6 Aug 2026
Applications

Out-Of-The-Loop Multi-Fidelity Bayesian Optimization

DGX agent

arXiv:2608.04113v1 Announce Type: cross Abstract: Black-box optimization is a ubiquitous problem in science and engineering, often dealing with expensive objective functions with cheaper lower-fidelit

applicationsarxiv-cs-ai
6 Aug 2026
Model Releases

RepoProbe: Benchmarking Architecture-Aware Repository Comprehension with Checklists

DGX agent

arXiv:2608.04783v1 Announce Type: cross Abstract: The integration of Large Language Models (LLMs) into software engineering has shifted the focus from function-level generation to repository-scale ass

model-releasesarxiv-cs-ai
6 Aug 2026
Model Releases

Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks

DGX agent

arXiv:2608.03222v1 Announce Type: cross Abstract: Software engineering (SWE) agents resolve repository-level issues through long trajectories that grow increasingly expensive as context accumulates. F

model-releasesarxiv-cs-ai
5 Aug 2026
Agents

Internalising the Identity Primitive: Cryptographic Individuality for an Autonomous Agent on a Public Blockchain

DGX agent

arXiv:2608.02986v1 Announce Type: cross Abstract: A software agent on a public blockchain accumulates authority and economic stakes, raising the engineering question of what makes it count as an indiv

agentsarxiv-cs-ai
5 Aug 2026
Hardware

LLM Serving in the Wild: An Empirical Study of Frameworks, Methods, and System Designs

DGX agent

arXiv:2608.03036v1 Announce Type: cross Abstract: Large Language Models (LLMs) are integrated into software systems and AI services, making efficient LLM serving a concern for software engineering. Se

hardwarearxiv-cs-ai
5 Aug 2026
Agents

Next Tuesday, August 11, we're hosting the August LA Agentic AI Meetup, 5 to 7pm at Gulp in Playa Vista. May drew 70 people. July brought 80…

DGX agent

Next Tuesday, August 11, we're hosting the August LA Agentic AI Meetup, 5 to 7pm at Gulp in Playa Vista. May drew 70 people. July brought 80. Let's break 100 in August. Come hang out with builders, en

agentspinecone--x
5 Aug 2026
Local Ai

Prediction-Enhanced Monte Carlo: A Machine Learning View on Control Variate

DGX agent

arXiv:2412.11257v4 Announce Type: replace-cross Abstract: For many complex simulation tasks spanning areas such as healthcare, engineering, and finance, Monte Carlo (MC) methods are invaluable due to

local-aiarxiv-cs-lg
5 Aug 2026
Research

Predictive Set Theory: A Generative Framework for Cognitive Architecture with Operationalized Core Mechanisms

DGX agent

arXiv:2608.02704v1 Announce Type: new Abstract: Predictive processing theories portray the brain as a hierarchical prediction engine that minimizes prediction error, yet they lack operational definiti

researcharxiv-cs-ai
5 Aug 2026
Model Releases

Verifier-Guided Model Discovery for Physical Dynamical Systems with Pretrained Symbolic Transformers

DGX agent

arXiv:2608.02662v1 Announce Type: cross Abstract: Reliable forecasting of nonlinear physical systems underpins scientific discovery and engineering decision-making. Yet high-fidelity simulations are p

model-releasesarxiv-cs-ai
5 Aug 2026
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