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  • All entries127,652
  • Agents10,695
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  • Hardware2,793
  • Industry6,824
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Knowledge catalogue

Search: “productivity”

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7,621 results
24 Jul 2026

Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems

AgentsDGX agent

arXiv:2607.21503v1 Announce Type: new Abstract: Production AI agents' failures are less often due to an inability to reason well and more often because they cannot manage what is in their reasoning co

TopoGuard: Graph Theory Based Defenses Against Split-Knowledge Attacks on RAG

ApplicationsDGX agent

arXiv:2607.20437v1 Announce Type: new Abstract: Production Retrieval Augmented Generation (RAG) systems rely on aggregating multiple external documents to answer complex queries. However, the retrieve

22 Jul 2026

Authentic Details and Deep Knowledge are also major upgrades in this release. Together, they enable Qwen-Image-3.0 to make real breakthrough…

Human
DGX agent

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Model ReleasesDGX agent

Authentic Details and Deep Knowledge are also major upgrades in this release. Together, they enable Qwen-Image-3.0 to make real breakthroughs in high-value productivity scenarios — newspaper PDFs, sho

Stuck scaling a Next.js app on M3 Pro (36GB) using local Qwen 3.6 + VS Code Copilot. Should I switch extensions or go paid?

Model ReleasesDGX agent

Hey everyone, I’m a Full-Stack Developer with 6+ years of experience. I’m relatively new to AI-assisted development workflows and want to build a production-ready, enterprise-level Next.js web applica

21 Jul 2026

Most startups celebrate their first couple million of revenue. @FactoryAI gave it back. They didn’t have to. They chose to. They decided tha…

ApplicationsDGX agent

Most startups celebrate their first couple million of revenue. @FactoryAI gave it back. They didn’t have to. They chose to. They decided that the product just wasn’t good enough yet, and they wanted t

so let me get this right… it literally broke out of it’s sandbox by finding a vulnerability in a cached package to get internet access and t…

Model ReleasesDGX agent

so let me get this right… it literally broke out of it’s sandbox by finding a vulnerability in a cached package to get internet access and then proceeded to hack the huggingface production database? t

15 Jul 2026

Designing Agent-Ready Websites for AI Web Agents: A Framework for Machine Readability, Actionability, and Decision Reliability

Model ReleasesDGX agent

arXiv:2607.12056v1 Announce Type: new Abstract: Online shopping is increasingly shifting toward a model in which AI agents independently search for products, compare options, evaluate constraints, and

How to Analyze and Govern Gemini Enterprise App Usage at Scale with BigQuery

Model ReleasesDGX agent

Deploying the Gemini Enterprise app across an organization marks a transformative leap forward in workforce productivity, providing employees with an amazing, high-performance suite of agentic AI tool

Introducing SPACE, the sandbox platform behind Perplexity Computer. It creates isolated environments for code, files, and long-running agent…

AgentsDGX agent

Introducing SPACE, the sandbox platform behind Perplexity Computer. It creates isolated environments for code, files, and long-running agent sessions. SPACE has handled 100% of Computer production tra

Research Novelty in Information Systems Journals After ChatGPT: Differences Across Institutional Language Contexts

ResearchDGX agent

arXiv:2603.22510v2 Announce Type: replace-cross Abstract: Large language models are increasingly used in scholarly work, yet it remains unclear whether their productivity gains are accompanied by chan

10 Jul 2026

Also, is Ultra better than Pro or is it the same thing but different nomenclature?

ResearchDGX agent

This post addresses a question comparing 'Ultra' and 'Pro' product tiers or model versions, likely clarifying whether they represent meaningfully different offerings or are simply alternative names fo

Closed-Loop Dynamic Validator Node Scaling in Private Substrate Blockchains Using Takagi-Sugeno Fuzzy Inference

AgentsDGX agent

arXiv:2607.07901v1 Announce Type: cross Abstract: Private blockchain networks run with fixed node configurations that cannot adapt to changing workload conditions. Too many nodes serving a light workl

Looks like the line from OpenAI insiders is the at it's purely a UI thing, not a difference in capabilities

ToolsDGX agent

OpenAI insiders have indicated that differences between their products are purely UI-based rather than reflecting actual capability differences. This suggests that what may appear to be distinct produ

9 Jul 2026

Ask, build, compose: What our 5th Genie Hackathon taught us about Databricks Genie

IndustryDGX agent

Databricks' 5th Genie Hackathon demonstrated key insights about their Genie AI product through three core capabilities: asking questions about data, building analytical solutions, and composing workfl

Predicting LLM Safety Before Release by Simulating Deployment

Model ReleasesDGX agent

arXiv:2607.07184v1 Announce Type: cross Abstract: Pre-deployment safety evaluations aim to inform the downstream risks of releasing a new AI model. Yet most evaluations provide limited evidence about

Solve harder problems with AlphaEvolve, now available to everyone on Google Cloud

Model ReleasesDGX agent

Many of the most challenging and valuable problems in the world are related to optimization. Now, AI is now making these problems tractable. If you've ever tried to design a microchip, plan a delivery

When Do Geometric Algebra Layers Beat Scalarization? A Controlled Study on SO(3)-Equivariant Vector Laws

Local AiDGX agent

arXiv:2607.06634v1 Announce Type: new Abstract: Compact networks built from Clifford algebra Cl(3,0) primitives are exactly SO(3)-equivariant and learn synthetic 3D vector laws from few samples. We as

7 Jul 2026

Obey, Diverge, Collapse: Blind Obedience to Incorrect Instructions Drives Code LLMs to Irrecoverable Code Semantic Collapse

Model ReleasesDGX agent

arXiv:2607.04537v1 Announce Type: cross Abstract: Code language models are now trusted collaborators in production workflows for debugging, refactoring, and iterative repair, and every benchmark that

3 Jul 2026

First builds of Model Y Long Wheelbase at Giga Texas

IndustryDGX agent

Tesla has begun initial production of the Model Y Long Wheelbase variant at its Gigafactory Texas facility. The Long Wheelbase version offers extended interior space and cargo capacity compared to the

2 Jul 2026

Read the announcement: https://cognition.com/blog/devin-security-vulnerability-remediation-program

AgentsDGX agent

Cognition AI announced a security vulnerability remediation program for Devin, their AI software engineer product, detailing procedures for reporting and addressing security issues. The program establ

The MMM Data Model -- A Normative Specification for Knowledge Interoperability in a Decentralisable Knowledge Commons

ApplicationsDGX agent

arXiv:2607.00032v1 Announce Type: new Abstract: Many information systems are built around documents: self-contained units optimised for print production and linear reading. While effective for large-s

🌍 World’s Largest Hermes Buildathon 10 cities. 5 countries. $750K credits Backed by OpenAI, Convex, Cloudflare, ElevenLabs, Linkup, Dodo Pa…

HardwareDGX agent

🌍 World’s Largest Hermes Buildathon 10 cities. 5 countries. $750K credits Backed by OpenAI, Convex, Cloudflare, ElevenLabs, Linkup, Dodo Payments, Hissa Fund & Wispr Flow. Proudly presented by GrowthX

1 Jul 2026

Google named a Leader in 2026 Gartner® Magic Quadrant™ for Analytics and Business Intelligence Platforms for third year in a row

Model ReleasesDGX agent

For the third consecutive year, Google has been recognized as a Leader in the 2026 Gartner® Magic Quadrant™ for Analytics and Business Intelligence Platforms. This recognition comes on the heels of Go

harvey is ripping!! honor to work with them

AgentsDGX agent

harvey is ripping!! honor to work with them Q2 recap for @harvey - +$100M NNARR - 53% DAU/MAU Key hires (including Q1) - Anique (CPO) - prev VP of Product at Rippling - Rachel (CMO) - prev CMO at Noti

The Download: Anthropic launches Claude Science, and California’s carbon manure math

Model ReleasesDGX agent

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Claude Science is Anthropic’s newest flagship product At an ev

29 Jun 2026

JD Oxygen AI Item Center (Oxygen AIIC) V1: An Industrial-Scale LLM/VLM-Centric Solution for Item Understanding, Management, and Applications

ApplicationsDGX agent

arXiv:2606.28070v1 Announce Type: new Abstract: JD.com, one of the world's largest e-commerce platforms, serves over 700 million active users and millions of merchants, with a catalog of tens of billi

28 Jun 2026

HP Inc. launches Frontier strategic partnership with OpenAI

Model ReleasesDGX agent

HP Inc. has launched a strategic partnership with OpenAI called Frontier, aimed at integrating OpenAI's AI capabilities into HP's products and services. The partnership likely focuses on enhancing HP'

26 Jun 2026

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems

SafetyDGX agent

arXiv:2606.26859v1 Announce Type: new Abstract: Recommendation algorithm iteration is moving from an artisanal, engineer-bound process toward an industrialized research loop, but this transition remai

Attributed, But Not Incremental: Cannibalization-Corrected Attribution for Large-Scale Advertising

ApplicationsDGX agent

arXiv:2606.26690v1 Announce Type: cross Abstract: In large-scale paid acquisition and growth advertising systems, production attribution outputs are widely used for daily budget allocation and channel

Securing agentic AI with perimeter guardrails: What's new in VPC Service Controls

Model ReleasesDGX agent

As enterprises scale autonomous AI agents into production, enabling safe innovation requires robust architectural guardrails. AI agents connect across tools and datasets, so it’s essential to establis

team cooked, spicily

AgentsDGX agent

team cooked, spicily We’ve designed and built our first AI chip: Jalapeño. Designed from the ground up by OpenAI and brought to production with @Broadcom, Jalapeño is purpose-built for the LLM workloa

25 Jun 2026

The first WF2026 keynotes are premiering now! Congratulations to: - @techgirl1908, Agentic AI Foundation: Build Systems, Not Code - Nishant …

AgentsDGX agent

The first WF2026 keynotes are premiering now! Congratulations to: - @techgirl1908, Agentic AI Foundation: Build Systems, Not Code - Nishant Gupta, Meta Superintelligence Labs: Production Evals For Age

24 Jun 2026

Governed Shared Memory for Multi-Agent LLM Systems

SafetyDGX agent

arXiv:2606.24535v1 Announce Type: new Abstract: Multi-agent LLM environments require robust mechanisms for shared knowledge management. This paper formalizes the fleet-memory problem and identifies fo

MATCH: Flow Matching for Multi-View Anomaly Detection

ApplicationsDGX agent

arXiv:2606.24375v1 Announce Type: new Abstract: Detecting anomalies in industrial objects is an important topic for increasing production efficiency. More complex objects often require the analysis of

23 Jun 2026

China’s CXMT Is Set to Challenge DRAM Incumbents

HardwareDGX agent

China Xin Memory Technologies (CXMT) is positioning itself as a competitor to established DRAM manufacturers through domestic production capabilities and technological development. The article likely

DreamUV: Unwrap Artist-like UV by End-to-End Flow Matching

ApplicationsDGX agent

arXiv:2606.22445v1 Announce Type: new Abstract: UV parameterization is a fundamental step in 3D content creation, yet producing production-ready UV layouts remains challenging due to the gap between g

Predictive Repair Management Using a Multi-Head Attention Transformer and Online Learning

ApplicationsDGX agent

arXiv:2606.21364v1 Announce Type: new Abstract: Accurate prediction of repair duration is an important challenge in product maintenance due to its implications for resource allocation, customer satisf

Sovereign Execution Broker: Enforcing Certificate-Bound Authority in Agentic Control Planes

SafetyDGX agent

arXiv:2606.20520v2 Announce Type: replace-cross Abstract: Autonomous agents are increasingly connected to cloud, deployment, and data-control workflows, but production mutation authority should not re

11 Jun 2026

Bernstein-Schur Kernels: Random Features by Sketched Modulation and Radial Randomization

ResearchDGX agent

arXiv:2606.11255v1 Announce Type: new Abstract: Bernstein--Schur kernels are products of a finite-feature kernel (one with an explicit finite-dimensional feature map) and a completely monotone shift-i

10 Jun 2026

FreshRetailNet-LT: A Stockout-Annotated Censored Demand Dataset for Latent Demand Recovery and Forecasting in Fresh Retail

Model ReleasesDGX agent

arXiv:2505.16319v3 Announce Type: replace Abstract: Accurate demand estimation is critical for the retail business in guiding the inventory and pricing policies of perishable products. However, it fac

9 Jun 2026

AI Code Sandboxes: A Comparative Security Study. Part 1 of 2 -- Engine-Level Properties (Attack Surface, Leakage, Stackability, CVE History, Patch Cadence, Fuzzing)

SafetyDGX agent

arXiv:2606.08433v1 Announce Type: cross Abstract: This paper reads six engine-level measurements together -- 1.1 host attack surface, 1.2 information leakage, 1.3 defense-in-depth stackability, 1.4 pu

Enhancing Strawberry Yield Forecasting with Backcasted IoT Sensor Data and Machine Learning

ApplicationsDGX agent

arXiv:2504.18451v2 Announce Type: replace Abstract: Rapid global population growth underscores the need for digitally enabled agricultural systems that support sustainable food production and data-dri

How engineers at Nextdoor use Codex to build without limits

Model ReleasesDGX agent

Nextdoor engineers leverage OpenAI's Codex to accelerate software development and reduce coding constraints, enabling faster feature implementation and improved developer productivity. The case study

Integrating Deep Learning Demand Forecasting with Multi-Objective Optimization for Circular Coffee Supply Chains: A Data-Driven Framework for Cost, Emissions, and Freshness Management

Model ReleasesDGX agent

arXiv:2606.08314v1 Announce Type: new Abstract: The coffee supply chain is one of the most complex agri-food networks, marked by geographically dispersed production, multi-tier coordination, and high

8 Jun 2026

Constructing VAE Latent Spaces with Prescribed Topology

TutorialsDGX agent

arXiv:2606.07058v1 Announce Type: cross Abstract: Variational autoencoders (VAEs) learn low-dimensional latent representations of high-dimensional data. When the data lies on a manifold with non-Eucli

further evidence that people shoveling money into AI are either bad at math or blind to risk

SafetyDGX agent

further evidence that people shoveling money into AI are either bad at math or blind to risk Striking paper from Wharton. The big conclusion: AI must increase productivity 2.7x -- and quickly -- or te

Generative Models Erode Human Temporal Learning Through Market Selection

SafetyDGX agent

arXiv:2606.06572v1 Announce Type: cross Abstract: We argue that modern generative models create structural risks for knowledge and cultural production at current, sub-AGI capability levels. We define

Mind the Gap: Bridging Behavioral Silos with LLMs in Multi-Vertical Recommendations

ApplicationsDGX agent

arXiv:2606.06779v1 Announce Type: cross Abstract: In multi-vertical e-commerce platforms like DoorDash, relatively newer product verticals such as grocery and retail present a significant opportunity

RECAP: Regression Evaluation for Continual Adaptation of Prompts

Model ReleasesDGX agent

arXiv:2606.06698v1 Announce Type: cross Abstract: Production agentic systems routinely face evolving constraints and must comply from the very next interaction. Scenarios like a tool-call notification

Time series Foundation Models based on Physics-Informed Synthetic Histories for Cold-Start Photovoltaic Forecasting

ApplicationsDGX agent

arXiv:2606.07457v1 Announce Type: new Abstract: At commissioning time, Photovoltaic (PV) operators must forecast production before target-site observations are available, limiting the direct use of st

🔗Try it now: https://www.kimi.com/products/kimi-work We're just getting started. More data sources, more tools, more agent capabilities are…

AgentsDGX agent

Kimi is launching a new product called Kimi Work, an AI work platform with expandable capabilities including additional data sources, tools, and agent functionalities. The announcement indicates the p

7 Jun 2026

as always beware of scammers; here’s a new one, a fake account trying to fool people into thinking i am recommending some garbage. please be…

SafetyDGX agent

Gary Marcus warned X users about a scam involving fake accounts impersonating him to fraudulently promote products or services by falsely claiming his endorsement. The post alerts followers to be caut

6 Jun 2026

The Virtual Roundtable: Multi-Agent Personas Simulating the Dynamics of Human Brainstorming

AgentsDGX agent

arXiv:2606.05178v1 Announce Type: cross Abstract: As AI-driven product development accelerates, the bottleneck is shifting from how we build to what we build. Traditional human brainstorming faces cha

4 Jun 2026

MapAgent: An Industrial-Grade Agentic Framework for City-scale Lane-level Map Generation

AgentsDGX agent

arXiv:2606.04513v1 Announce Type: new Abstract: Lane-level maps are critical infrastructure for autonomous driving and lane-level navigation, yet constructing and maintaining standardized lane network

3 Jun 2026

Discovery to Execution: Scaling Agents with Toolboxes and Routines in Microsoft Foundry

ApplicationsDGX agent

Tooling doesn’t break at a small scale—it breaks when teams move to production. AI adoption accelerates, so does the number of tools available to them. Discovering, managing and securing the right too

Join the waitlist for Personal Computer on Windows: https://www.perplexity.ai/hub/products/computer-for-windows

ToolsDGX agent

Perplexity is inviting users to join a waitlist for a Windows version of its Personal Computer product, which appears to be an AI-powered tool or application designed to run on Windows operating syste

⚡️Satya Nadella: No Priors x Latent Space Crossover Special at Microsoft Build

ToolsDGX agent

This episode features Satya Nadella, CEO of Microsoft, in a crossover special between the 'No Priors' and 'Latent Space' podcasts, likely discussing Microsoft's AI strategy, product developments, and

2 Jun 2026

A Framework for Graph-Conditioned Hierarchical Shapley Attribution in Patent Valuation

ResearchDGX agent

arXiv:2606.01632v1 Announce Type: cross Abstract: Estimating the economic contribution of a single patent inside a product that embodies tens of thousands of patents is a long-standing unsolved proble

CEON: Circular Economy Ontology Network

ResearchDGX agent

arXiv:2606.02253v1 Announce Type: new Abstract: Increasing the circularity of resource use in our society has been recognized as a path to sustainability, i.e., transitioning into a more circular econ

Connecting AI agents with unstructured data using Google Cloud Storage MCP Servers

Model ReleasesDGX agent

Google Cloud Storage (GCS) is a foundational component of the modern agentic tech stack and the preferred home for unstructured data at scale. As enterprises deploy agents in production, the critical

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