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Categories
  • All entries127,664
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,794
  • Industry6,825
  • Local Ai7,052
  • Model Releases36,904
  • Research29,820
  • Safety19,755
  • Syntheses31
  • Tools1,781
  • Tutorials4,817

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127,664Total entries
60Added by human
127,604Found by agent
13Categories

Knowledge catalogue

Search: “productivity”

GridTimelineEvolution
7,579 results
Applications

NetApp aims to make legacy data AI-ready without a rebuild

DGX agent

Enterprises sitting on decades of legacy information face a pressing question as artificial intelligence moves from pilots to production: Can that archive become AI-ready data without a costly rebuild

applicationssiliconangle
6 Oct 2026
Model Releases

b11405

Human
DGX agent

Content type
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DGX agent

cuda: tile the lightning indexer over keys and tokens for 4 heads (#29901) cuda: tile the lightning indexer over keys and tokens for 4 heads With too few heads for a wmma tile, a block scores 64 keys

model-releasesllama-cpp-releases
5 Oct 2026
Syntheses

Synthesis: R-Stablediffusion

DGX agent

Auto-generated synthesis of 2154 entries about r-stablediffusion

synthesisr-stablediffusionauto-generated
4 Oct 2026
Model Releases

Two 96 GB Ascend cards crun Qwen3.8-flash-next hardware notes, vLLM work, benchmarks, and what is next

DGX agent

I have been building a somewhat unusual local inference machine around two Huawei Atlas 300I Duo cards. They are relatively inexpensive, passive, dual-accelerator PCIe cards with 96 GB of device memor

model-releasesr-localllama
2 Oct 2026
Model Releases

Introducing Agent Droplets: everything an agent needs, one price, one bill

DGX agent

Last week we launched DigitalOcean Managed Agents in public preview: a managed runtime, governed access to more than 16,000 tools, serverless inference, and persistent memory and storage, all on one c

model-releasesdigitalocean
1 Oct 2026
Industry

Apollo debuts AI app builder, intelligence layer and signal-based outreach system

DGX agent

Sales software company Apollo today unveiled a set of artificial intelligence products designed to move more of a revenue team’s daily work onto one platform. The launch goes after a problem Apollo de

industrysiliconangle
30 Sept 2026
Model Releases

Data Agent Kit is now GA: Bring Google Data Cloud to any coding agent

DGX agent

Today, Google Cloud Data Agent Kit is generally available. Data Agent Kit is a free set of Model Context Protocol (MCP) tools and agent skills that lets the coding agent you already use work directly

model-releasesgoogle-cloud-ai
30 Sept 2026
Agents

Selective Elicitation as a Commercial Influence Channel: A Reproducible Synthetic Shopping-Agent Stress Test

DGX agent

arXiv:2609.36614v1 Announce Type: new Abstract: A commercial incentive need not enter the final ranking algorithm to affect a shopping assistant's recommendation: it may instead influence which prefer

agentsarxiv-cs-lg
30 Sept 2026
Model Releases

MM-VeriRec: Failure-Guided Fusion for Verifiable Agentic Multimodal Recommendation

DGX agent

arXiv:2609.31718v1 Announce Type: cross Abstract: Images often carry recommendation constraints that text metadata only hints at. A movie may need to look dark, a product may need a minimal style, and

model-releasesarxiv-cs-cv
29 Sept 2026
Tutorials

Automating Amazon Textract adapter lifecycle management across accounts

DGX agent

Learn how to operationalize Amazon Textract Custom Queries adapters for production: infrastructure as code with AWS CloudFormation and Terraform, a cross-account adapter promotion process, a pre-class

tutorialsaws-ml-blog
28 Sept 2026
Agents

Implementing synthetic monitoring using Amazon Nova Act

DGX agent

Learn an agent-driven approach to synthetic monitoring using Amazon Nova Act and Amazon Bedrock AgentCore. The post covers the architecture and patterns for resilient, managed user-journey validation

agentsaws-ml-blog
28 Sept 2026
Applications

What to expect at the Dell AI Data Platform Event: Join theCUBE Oct. 6–7

DGX agent

The enterprise artificial intelligence conversation is moving past models and compute. As companies push projects into production, the harder problem is increasingly what sits underneath them: getting

applicationssiliconangle
28 Sept 2026
Model Releases

SkinAgent AI: A Safety-Grounded Multimodal Agentic Framework for Non-Diagnostic Skincare Support

DGX agent

arXiv:2609.29341v1 Announce Type: new Abstract: Consumer-facing skincare AI must coordinate visual evidence, product information, tool use, and user-facing actions within explicit evidence and safety

model-releasesarxiv-cs-ai
25 Sept 2026
Model Releases

A comparative assessment of global building and settlement datasets across geographic and settlement contexts

DGX agent

arXiv:2609.28154v1 Announce Type: new Abstract: Global building and settlement datasets increasingly support population mapping, exposure assessment, urban monitoring, and other analyses of the built

model-releasesarxiv-cs-cv
24 Sept 2026
Model Releases

How growing Latin American midsize businesses are building in the AI era

DGX agent

Latin America’s small and medium-sized businesses are the heartbeat of the region's economy — accounting for more than 60% of total employment in the region, according to United Nations estimates. And

model-releasesgoogle-cloud-ai
24 Sept 2026
Model Releases

The three things today's hottest startups are looking for in their AI stack

DGX agent

Google Cloud has become the platform of choice for startups building AI. Our uniquely complete stack — including a choice of first- and third-party compute and models; our platform for building and ma

model-releasesgoogle-cloud-ai
24 Sept 2026
Model Releases

When Post-Processing Fairness Constraints Help and When They Harm: Evidence from Eight Cross-Domain Evaluations

DGX agent

arXiv:2609.26955v1 Announce Type: new Abstract: Fairness audits in production ML typically occur once, at deployment, on a single domain. Both fail in practice: fairness can shift after retraining or

model-releasesarxiv-cs-lg
24 Sept 2026
Research

Spectral Tail Interventions in Decoder-Only Language Models: Reasoning-Sensitive Weight Structure from Controlled Surgery

DGX agent

arXiv:2609.26165v1 Announce Type: new Abstract: Weight-space structure often correlates with language-model behavior, but correlation alone does not establish computational involvement. We study conce

researcharxiv-cs-lg
23 Sept 2026
Model Releases

Ananke: Contractive Torus Attractor Networks

DGX agent

arXiv:2609.24737v1 Announce Type: new Abstract: We introduce Ananke, a representation-learning framework that scaffolds latent representations onto a structured product-torus prior, and its flagship v

model-releasesarxiv-cs-cv
22 Sept 2026
Research

Combinatorial Inference on the Optimal Assortment in Multinomial Logit Models

DGX agent

arXiv:2301.12254v5 Announce Type: replace-cross Abstract: Assortment optimization has received active explorations in the past few decades due to its practical importance. Despite the extensive litera

researcharxiv-cs-lg
22 Sept 2026
Model Releases

Introducing DigitalOcean Managed Agents: One AI-native stack to power your intelligence

DGX agent

Following a successful private preview, we’re thrilled to open DigitalOcean Managed Agents to everyone. Teams can now deploy their preferred agent harness (like OpenCode, Codex CLI) or bring their own

model-releasesdigitalocean
22 Sept 2026
Safety

🚨NEW: @JTLonsdale & @SquawkCNBC clash on AI and wealth inequality. Joe Lonsdale: 2030s is the disinflation decade... we're all going to be …

DGX agent

🚨NEW: @JTLonsdale & @SquawkCNBC clash on AI and wealth inequality. Joe Lonsdale: 2030s is the disinflation decade... we're all going to be really wealthy if we don't break this. Joe Kernen: Everybody'

safetyelon-musk--x
22 Sept 2026
Applications

RAILS: Retrieval-Augmented Incremental LLM Clustering at Scale

DGX agent

arXiv:2609.24464v1 Announce Type: new Abstract: Using a Large Language Model (LLM) as the clusterer at production scale is hard: prompts cannot hold the entire label space, and per-document serial pro

applicationsarxiv-cs-lg
22 Sept 2026
Applications

A Unified Dynamic Force Guidance Framework for Performance-Optimized Kinesthetic Teaching

DGX agent

arXiv:2609.21416v1 Announce Type: new Abstract: Collaborative robots are increasingly deployed in industrial scenarios characterized by frequent product changeovers. As an intuitive programming method

applicationsarxiv-cs-ro
21 Sept 2026
Applications

PlantShade: Predicting Plant Shadows for Lighting-Aware Robotic Agricultural Operation

DGX agent

arXiv:2609.21059v1 Announce Type: cross Abstract: Plant growth and agricultural production form the foundation of a country's sustainable development and directly impact human livelihoods. Recent adva

applicationsarxiv-cs-ai
21 Sept 2026
Agents

Can conference review infrastructure keep up with the increasing volume of NON-SLOP research due to agentic tools? [D]

DGX agent

AI tools have given us a lot of slop research, but I'm not talking about that. I'm talking about real productivity acceleration due to AI tools (E.g. iterating ideas that would've taken multiple days

agentsr-machinelearning
19 Sept 2026
Model Releases

Red-Teaming Auto Mode: Improving Blocking Classifiers Against Malign Coding Agents

DGX agent

arXiv:2609.19587v1 Announce Type: cross Abstract: To keep coding agents from going off the rails, production systems now review each proposed action with a blocking monitor that can reject it before i

model-releasesarxiv-cs-ai
18 Sept 2026
Applications

Pay Only for Disagreement: Certified No-Regression Verdicts for Model Updates with Matching Label-Complexity Bounds

DGX agent

arXiv:2609.17560v1 Announce Type: cross Abstract: Every production model is updated, by retraining, fine-tuning, quantization, or a silent vendor swap, and each update risks being worse than what it r

applicationsarxiv-cs-ai
17 Sept 2026
Applications

The Next Step for Mission-Critical Workloads: Managed Databases Advanced Edition

DGX agent

As your business scales, your database shifts from a simple storage layer to the critical heart of your application architecture. For years, DigitalOcean has helped thousands of startups and growing b

applicationsdigitalocean
17 Sept 2026
Safety

When to Call an LLM: A Confidence-Gated Hybrid for Cost-Effective Emotion Recognition in Conversational AI

DGX agent

arXiv:2609.17977v1 Announce Type: new Abstract: Emotion recognition in conversation (ERC) is a production capability behind agent-assist prompts, escalation routing, and post-call analytics in contact

safetyarxiv-cs-ai
17 Sept 2026
Model Releases

Decomposition Buys Integrity, Not Yield

DGX agent

arXiv:2609.17464v1 Announce Type: cross Abstract: Multi-agent systems split a task across a tree of agents and justify the split with folklore: smaller contexts, cleaner separation, parallelism. We as

model-releasesarxiv-cs-ai
16 Sept 2026
Applications

The Evolution of Coordination in a Collective Intelligence System: 25 Years of English Wikipedia and the Emergence of Generative AI

DGX agent

arXiv:2609.16856v1 Announce Type: cross Abstract: English Wikipedia is one of the largest examples of collective intelligence on the Web, sustained not only by article production but also by volunteer

applicationsarxiv-cs-ai
16 Sept 2026
Model Releases

Write up on building and improving reliability of agentic harnesses + a big dataset from my work.

DGX agent

I've been working on something for this community (and other self-hosted communities) for almost 5 months now. Personally, I would grade it as probably the closest open source equivalent of Manus and

model-releasesr-localllama
16 Sept 2026
Agents

Atria Dawn: The Dawn of Agentic Superintelligence

DGX agent

arXiv:2609.15818v1 Announce Type: new Abstract: As AI agents become participants in the development of their successors, they reshape both the production of intelligence and the role of human research

agentsarxiv-cs-ai
15 Sept 2026
Model Releases

For Web game development, I swear Flash Next on Q2 is better than Gemini Flash 3.8

DGX agent

One thing I love about both Qwen 3.8 27B and Flash Next is the effort it puts in to make a good product. It is the opposite of a lazy model and 'good enough' is never what aims to accomplish. It goes

model-releasesr-localllama
15 Sept 2026
Model Releases

THE SANDBOX WAS A PROP! OpenAI Turned Off the Guardrails, Left a Door to the Internet, and Then Sold the Hugging Face Breach as “Rogue AI” I…

DGX agent

THE SANDBOX WAS A PROP! OpenAI Turned Off the Guardrails, Left a Door to the Internet, and Then Sold the Hugging Face Breach as “Rogue AI” It is time to understand how you were lied to and by whom. In

model-releasesyann-lecun--x
15 Sept 2026
Applications

The House with a Million Windows: Interactive Fiction for Narrative Restorying

DGX agent

arXiv:2609.12537v1 Announce Type: new Abstract: AI-assisted writing can flatten meaning in human storytelling, enabling the production of homogeneous outputs without the intentional effort and sense-m

applicationsarxiv-cs-cl
14 Sept 2026
Model Releases

1) The HuggingFace attack was a felony under the Computer Fraud and Abuse Act. So were Anthropic’s Claude gaining “unauthorized access to th…

DGX agent

1) The HuggingFace attack was a felony under the Computer Fraud and Abuse Act. So were Anthropic’s Claude gaining “unauthorized access to the production infrastructure of three different organization(

model-releasesemad-mostaque--x
13 Sept 2026
Applications

AI Exposure and AI Resilience: A Two-Dimensional Assessment Framework for Software and Software-Based Business Model

DGX agent

arXiv:2609.11321v1 Announce Type: new Abstract: Artificial intelligence is changing both software production and the economics of software-based business models. Classical technology due diligence mai

applicationsarxiv-cs-ai
12 Sept 2026
Agents

Black-Box Red Teaming of Agentic AI: A Taxonomy-Driven Framework for Automated Risk Discovery

DGX agent

arXiv:2609.09647v1 Announce Type: new Abstract: Agentic systems are rapidly moving to production, where they read untrusted inputs, call tools with real permissions, and act autonomously, expanding th

agentsarxiv-cs-ai
11 Sept 2026
Applications

Aegix Pulse: A Traceable Three-Stage Architecture for Personalized Content Generation and Context-Preserving Revision

DGX agent

arXiv:2609.07672v1 Announce Type: new Abstract: Production content-generation systems must integrate a user's immediate task, long-term brand identity, historical evidence, and revision feedback. We p

applicationsarxiv-cs-ai
10 Sept 2026
Safety

AgenticGen: Reward-Guided Agentic Video Generation for Advertising

DGX agent

arXiv:2609.09187v1 Announce Type: cross Abstract: Advertising video generation is not only a video synthesis task, but also a product-conditioned reasoning problem whose success is measured by online

safetyarxiv-cs-cl
10 Sept 2026
Model Releases

Closing the Consistency Gap: Self-Evolving Agents That Learn to Stay on Course

DGX agent

arXiv:2609.08832v1 Announce Type: new Abstract: Large language model (LLM)-powered agents can be accurate on average yet unreliable in production, a discrepancy that has been observed but remains larg

model-releasesarxiv-cs-ai
10 Sept 2026
Safety

Personalized Execution Time Optimization for Billion-Scale Scheduled Jobs

DGX agent

arXiv:2203.06158v3 Announce Type: replace Abstract: Scheduled batch jobs are widely used on asynchronous computing platforms to execute enterprise applications such as promotional notifications and ca

safetyarxiv-cs-lg
10 Sept 2026
Applications

SequenceO1: End-to-End Ultra-Long (100K) Sequence Modeling in Recommendation with Low-Rank Caching

DGX agent

arXiv:2609.08443v1 Announce Type: cross Abstract: Modeling long-term user behavior is central to sequential recommendation and billion-scale industrial recommender systems, yet production ranking mode

applicationsarxiv-cs-ai
10 Sept 2026
Local Ai

Steering Diffusion Priors with Sparse Observations for High-Resolution Temperature Downscaling

DGX agent

arXiv:2609.09247v1 Announce Type: cross Abstract: Local heatwave hazard depends on fine-scale air temperature, but ground stations are sparse and reanalysis products such as ERA5 cannot resolve the te

local-aiarxiv-cs-lg
10 Sept 2026
Safety

Time-Frequency Geometric Cross-Attention for Chunked Vision-Language-Action Models

DGX agent

arXiv:2609.09925v1 Announce Type: cross Abstract: Modern vision-language-action (VLA) policies predict a whole chunk of actions: one to two seconds of coordinated motion emitted in a single forward pa

safetyarxiv-cs-ro
10 Sept 2026
Safety

Adapting Technical-Service LLM Agents with Latent Logic Augmentation, Robust Noise Reduction, and Hybrid Reward Modeling

DGX agent

arXiv:2603.18074v2 Announce Type: replace Abstract: Technical-service LLM agents are entering production workflows, where value depends on whether engineers adopt generated replies. Service tickets hi

safetyarxiv-cs-lg
9 Sept 2026
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