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HumanDGX agent

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  • All entries123,194
  • Agents10,336
  • Applications7,012
  • Companies3
  • Concepts7
  • Hardware2,694
  • Industry6,766
  • Local Ai6,840
  • Model Releases35,411
  • Research28,731
  • Safety18,965
  • Syntheses30
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HumanDGX agent
123,194Total entries
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13Categories

Knowledge catalogue

Search: “cybersecurity”

GridTimelineEvolution
853 results
Agents

The Emergence of Autonomous Penetration Capabilities in Large Language Model-Powered AI Systems

DGX agent

arXiv:2606.13079v2 Announce Type: replace-cross Abstract: Nowadays, the autonomous execution of cyberattacks capable of causing substantial real-world harm is widely regarded as one of the critical re

agentsarxiv-cs-ai
30 Jun 2026

Content type
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Applications

Turner Industries’ Blueprint for a Secure, Cloud-First Infrastructure

DGX agent

Editor’s note: Today’s post is by Scott Gatreau, Director of Information Security, at Turner Industries, a privately owned industrial contractor that provides construction, maintenance, and fabricatio

applicationsgoogle-cloud-ai
29 Jun 2026
Model Releases

Anthropic says the US government is allowing Mythos 5 to be redeployed to critical infrastructure operators, and is working to restore general access to Fable 5 (@anthropicai)

DGX agent

@anthropicai: Anthropic says the US government is allowing Mythos 5 to be redeployed to critical infrastructure operators, and is working to restore general access to Fable 5 — Since June 12, we've be

model-releasestechmeme
26 Jun 2026
Safety

Graph Neural Networks Applications Across Domains: All Insights You Need

DGX agent

arXiv:2606.27202v1 Announce Type: new Abstract: Graph neural networks have moved from a niche representation-learning technique to the default model class wherever data carry relational structure. The

safetyarxiv-cs-lg
26 Jun 2026
Safety

STOCKSTAY Another Day: The Latest Addition to Turla’s Intelligence Gathering Apparatus

DGX agent

Written by: Jordan Jones Introduction Google Threat Intelligence Group (GTIG) has conducted an in-depth analysis of a .NET backdoor, tracked as STOCKSTAY, that has been continually developed and deplo

safetygoogle-cloud-ai
25 Jun 2026
Safety

Towards Scalable Multi-Task Reinforcement Learning with Large Decision Models

DGX agent

arXiv:2606.24962v1 Announce Type: new Abstract: Recent progress in large-scale sequence modeling has shown that a single model can learn useful representations across highly diverse data distributions

safetyarxiv-cs-lg
25 Jun 2026
Safety

FALCON: Transforming Cyber Threat Intelligence into Deployable IDS Rules with Self-Reflection

DGX agent

arXiv:2508.18684v2 Announce Type: replace-cross Abstract: Signature-based Intrusion Detection Systems (IDS) detect malicious activity by matching network or host events against predefined rules. Secur

safetyarxiv-cs-ai
24 Jun 2026
Model Releases

Benchmarks tell only part of the story. Fugu’s real value shows up in long, messy, real-world workflows. During our beta with 500 users, we …

DGX agent

Benchmarks tell only part of the story. Fugu’s real value shows up in long, messy, real-world workflows. During our beta with 500 users, we saw Fugu Ultra drive meaningful progress in fully automated

model-releasesdavid-ha--x
22 Jun 2026
Model Releases

Daybreak: Tools for securing every organization in the world

DGX agent

Daybreak is an OpenAI initiative focused on developing and distributing security tools designed to protect organizations globally from cyber threats. The program aims to democratize access to advanced

model-releasesopenai
22 Jun 2026
Model Releases

Gray Swan: Red-Teaming after Mythos & the coming AI security crisis https://www.latent.space/p/gray-swan @GraySwanAI cofounders @zicokolter …

DGX agent

Gray Swan: Red-Teaming after Mythos & the coming AI security crisis https://www.latent.space/p/gray-swan @GraySwanAI cofounders @zicokolter and Matt Fredrikson explain why AI security is fundamentally

model-releasesswyx--x
22 Jun 2026
Industry

How Anthropic may have talked itself into an AI export ban

DGX agent

The US government ordered Anthropic to cut off foreign access to its Mythos 5 and Claude Fable 5 AI models in June 2026, citing national security concerns related to jailbreak vulnerabilities that cou

industryars-technica
22 Jun 2026
Agents

How does it work? Sakana Fugu is itself an LLM, trained to call various LLMs in an agent pool, including instances of itself recursively. Fu…

DGX agent

How does it work? Sakana Fugu is itself an LLM, trained to call various LLMs in an agent pool, including instances of itself recursively. Fugu dynamically orchestrates the world's best models to tackl

agentsdavid-ha--x
22 Jun 2026
Model Releases

OpenAI unveils an updated GPT-5.5-Cyber model, launches the Patch the Planet initiative in partnership with Trail of Bits to fix open source bugs, and more (Lily Hay Newman/Wired)

DGX agent

Lily Hay Newman / Wired: OpenAI unveils an updated GPT-5.5-Cyber model, launches the Patch the Planet initiative in partnership with Trail of Bits to fix open source bugs, and more — Amid concerns abo

model-releasestechmeme
22 Jun 2026
Applications

Federated continual learning: A comprehensive survey on lifelong and privacy-preserving learning over distributed and non-stationary data

DGX agent

arXiv:2606.11272v1 Announce Type: cross Abstract: Federated Learning (FL) enables collaborative and privacy-preserving model training across distributed clients, but most existing FL systems implicitl

applicationsarxiv-cs-ai
11 Jun 2026
Model Releases

If Claude Fable stops helping you, you'll never know

DGX agent

If Claude Fable stops helping you, you'll never know Jonathon Ready highlights one of the more eyebrow-raising details from the 319 page system card for Fable 5 and Mythos 5. Here's a longer excerpt,

model-releasessimon-willison
10 Jun 2026
Model Releases

Anthropic sets AI performance records with new Mythos 5, Fable 5 frontier models

DGX agent

Anthropic PBC today introduced Claude Mythos 5 and Claude Fable 5, two large language models that it says outperform the competition across a wide range of benchmarks. The LLMs are derived from the Cl

model-releasessiliconangle
9 Jun 2026
Tutorials

It's confusing that Trump constantly warns about the security of our elections & foreign interference, yet his administration has taken seve…

DGX agent

It's confusing that Trump constantly warns about the security of our elections & foreign interference, yet his administration has taken several steps to dismantle or divert resources away from key saf

tutorialsyann-lecun--x
9 Jun 2026
Hardware

@METR_Evals previously on @cognition_labs https://x.com/swyx/status/2062611218196771017?s=20

DGX agent

@METR_Evals previously on @cognition_labs https://x.com/swyx/status/2062611218196771017?s=20 Finally! the first eval ship from cog!!!!!!!!!! 👼🏼 To contextualize: @METR_Evals cap out at ~16 hours. Cog

hardwareswyx--x
8 Jun 2026
Research

Dimensionality Reduction for Cyberattack Classification: A Comparative Evaluation of PCA and Linear Predictive Coding

DGX agent

arXiv:2606.05584v1 Announce Type: cross Abstract: High-dimensional feature representations are widely used in machine learning-based cyberattack detection systems. However, they increase computational

researcharxiv-cs-ai
6 Jun 2026
Agents

Building AI that Builds AI: Introducing the Sakana AI RSI Lab 🚀 https://sakana.ai/rsi-lab Today, we are announcing the Sakana AI Recursive …

DGX agent

Building AI that Builds AI: Introducing the Sakana AI RSI Lab 🚀 https://sakana.ai/rsi-lab Today, we are announcing the Sakana AI Recursive Self-Improvement (RSI) Lab: a dedicated research group in Tok

agentsdavid-ha--x
5 Jun 2026
Industry

Cable lobby warns of chaos if FCC doesn't relax ban on foreign routers

DGX agent

In March 2026, the FCC added all consumer-grade routers produced in foreign countries to its Covered List, prohibiting new models from receiving authorization . The ban cites supply chain vulnerabilit

industryars-technica
4 Jun 2026
Model Releases

Finally! the first eval ship from cog!!!!!!!!!! 👼🏼 To contextualize: @METR_Evals cap out at ~16 hours. Cog has private enterprise evals up…

DGX agent

Finally! the first eval ship from cog!!!!!!!!!! 👼🏼 To contextualize: @METR_Evals cap out at ~16 hours. Cog has private enterprise evals up to 100hrs, and is confident enough to put a financial guarant

model-releasesswyx--x
4 Jun 2026
Industry

theUSshould lead on AI by continuing to develop the very best models, making sure they're safe, and getting cyber tools into the hands of tr…

DGX agent

Sam Altman argues that US leadership in artificial intelligence requires three concurrent priorities: advancing cutting-edge AI model development, ensuring these models incorporate robust safety measu

industrysam-altman--x
3 Jun 2026
Agents

Agent Guide: A Simple Agent Behavioral Watermarking Framework

DGX agent

arXiv:2504.05871v3 Announce Type: replace Abstract: The increasing deployment of intelligent agents in digital ecosystems, such as social media platforms, has raised significant concerns about traceab

agentsarxiv-cs-ai
2 Jun 2026
Industry

AI in Defense: How Artificial Intelligence Is Reshaping National Security

DGX agent

This article explores the applications and impact of artificial intelligence on national security and defense operations, examining how AI technologies are transforming military capabilities, threat d

industrydatabricks
2 Jun 2026
Model Releases

Announcing Spanner Graph algorithms: Google-grade intelligence for connected data

DGX agent

At Google Cloud Next, we announced the preview of graph algorithms with Spanner Graph, bringing Google Research’s state-of-the-art graph mining capabilities natively to your database. These graph inte

model-releasesgoogle-cloud-ai
2 Jun 2026
Model Releases

Trump signs executive order to review AI models before they’re released

DGX agent

President Donald Trump signed an executive order Tuesday creating a 'voluntary framework' for AI companies to share their frontier models with the federal government before they're released 'to promot

model-releasesthe-verge-ai
2 Jun 2026
Agents

Automatically Attacking Software Reverse Engineering AI Agents

DGX agent

arXiv:2605.30667v1 Announce Type: cross Abstract: Software tools for reverse engineering executable binary files, such as Ghidra, enable malware analysts to safely conduct robust static analysis witho

agentsarxiv-cs-ai
1 Jun 2026
Model Releases

OpenAI frontier models and Codex are now generally available on AWS, giving enterprises a new way to build on Amazon Bedrock with OpenAI thr…

DGX agent

OpenAI frontier models and Codex are now generally available on AWS, giving enterprises a new way to build on Amazon Bedrock with OpenAI through the security, compliance, and governance workflows they

model-releasesopenai--x
1 Jun 2026
Model Releases

Palo Alto Networks says Mythos found 24+ critical bugs using $1M+ in tokens; Anthropic subsidizes Mythos but some companies plan to boost their Mythos budgets (Aaron Holmes/The Information)

DGX agent

Aaron Holmes / The Information: Palo Alto Networks says Mythos found 24+ critical bugs using $1M+ in tokens; Anthropic subsidizes Mythos but some companies plan to boost their Mythos budgets — When Pa

model-releasestechmeme
1 Jun 2026
Industry

Sources: Anthropic plans to let the EU's cyber agency ENISA join Project Glasswing, giving it access to Mythos; EU officials went to the US to ask for access (Gian Volpicelli/Bloomberg)

DGX agent

Gian Volpicelli / Bloomberg: Sources: Anthropic plans to let the EU's cyber agency ENISA join Project Glasswing, giving it access to Mythos; EU officials went to the US to ask for access — Anthropic P

industrytechmeme
1 Jun 2026
Safety

Stateful Online Monitoring Catches Distributed Agent Attacks

DGX agent

arXiv:2605.31593v1 Announce Type: cross Abstract: Language models can find thousands of severe software vulnerabilities, and agents are increasingly being misused for cyberattacks. To avoid detection,

safetyarxiv-cs-ai
1 Jun 2026
Model Releases

Benchmarking LLM-Assisted Blue Teaming via Standardized Threat Hunting

DGX agent

arXiv:2509.23571v3 Announce Type: replace-cross Abstract: As cyber threats continue to grow in scale and sophistication, blue team defenders increasingly require advanced tools to proactively detect a

model-releasesarxiv-cs-ai
29 May 2026
Model Releases

Cloud CISO Perspectives: How to build an AI-ready security program for the public sector

DGX agent

Welcome to the second Cloud CISO Perspectives for May 2026. Today, Usman Chaudhary, Field CISO, Google Public Sector, offers a guide for CISOs protecting government agencies and critical infrastructur

model-releasesgoogle-cloud-ai
29 May 2026
Industry

SentinelOne's stock closes down 8% after the company announced plans to lay off 8% of its workforce and forecasted Q2 and FY revenue guidance below estimates (Samantha Subin/CNBC)

DGX agent

Samantha Subin / CNBC: SentinelOne's stock closes down 8% after the company announced plans to lay off 8% of its workforce and forecasted Q2 and FY revenue guidance below estimates — SentinelOne share

industrytechmeme
29 May 2026
Applications

DDGAD: Trajectory Dynamics for Diffusion-Based Graph Anomaly Detection

DGX agent

arXiv:2605.26446v1 Announce Type: cross Abstract: Graph anomaly detection (GAD) aims to identify nodes or substructures whose behavior or attributes deviate significantly from the overall pattern in g

applicationsarxiv-cs-ai
27 May 2026
Safety

Learning Dynamic Graph Representations through Timespan View Contrasts

DGX agent

arXiv:2605.27063v1 Announce Type: new Abstract: The rich information underlying graphs has inspired further investigation of unsupervised graph representation. Existing studies mainly depend on node f

safetyarxiv-cs-lg
27 May 2026
Applications

Actionable and diverse counterfactual explanations incorporating domain knowledge and plausibility constraints

DGX agent

arXiv:2511.20236v3 Announce Type: replace Abstract: Counterfactual explanations improve the actionable interpretability of machine learning models by identifying minimal changes required to achieve a

applicationsarxiv-cs-ai
26 May 2026
Safety

AI-Driven Controlled Environment Agriculture as Resilient Infrastructure for U.S. Fresh-Produce Supply Chains

DGX agent

arXiv:2605.23946v1 Announce Type: cross Abstract: Climate volatility, regional production concentration, labor constraints, cyber risk, and dependence on long-distance fresh-produce supply chains expo

safetyarxiv-cs-ai
26 May 2026
Safety

Evidence-Linked Radiology Reporting: A Human-Supervised Reference Architecture for Structured Imaging Intelligence

DGX agent

arXiv:2605.25120v1 Announce Type: cross Abstract: Radiology reports remain the primary mechanism by which imaging findings are communicated to clinical teams. However, much of the structured informati

safetyarxiv-cs-ai
26 May 2026
Tutorials

New study: Securing AI in the browser is a top priority for IT Leaders

DGX agent

The way we work has fundamentally changed. From automated agents to sophisticated AI services, Generative AI (GenAI) has become a daily tool for a vast majority of employees. But with this rapid adopt

tutorialsgoogle-cloud-ai
26 May 2026
Applications

RCTs & Human Uplift Studies: Methodological Challenges and Practical Solutions for Frontier AI Evaluation

DGX agent

arXiv:2603.11001v2 Announce Type: replace-cross Abstract: Human uplift studies, or studies that measure the effects of AI access on human performance via randomized controlled trials (RCT) or similar

applicationsarxiv-cs-ai
26 May 2026
Safety

Here’s a key line in this mythos update. This is precisely an example of why engineers don’t go away, ever. We’ve made it far easier to crea…

DGX agent

Here’s a key line in this mythos update. This is precisely an example of why engineers don’t go away, ever. We’ve made it far easier to create and find security issues, which means the new bottleneck

safetygary-marcus--x
23 May 2026
Model Releases

The top announcements for startups from Google I/O ‘26

DGX agent

Many of the world’s fastest-growing AI startups are choosing to build their future — and the world’s — on Google Cloud because of our complete and open AI stack. We embed AI into every layer of our ar

model-releasesgoogle-cloud-ai
21 May 2026
Agents

Zscaler acquires Symmetry Systems to extend its AI agent security capabilities

DGX agent

Zscaler Inc. is acquiring Symmetry Systems Inc., a venture-backed startup that helps companies monitor their data assets. The companies announced the acquisition today without disclosing the financial

agentssiliconangle
21 May 2026
Agents

Agent Security is a Systems Problem

DGX agent

arXiv:2605.18991v1 Announce Type: cross Abstract: We take the position that agent security must be approached as a systems problem: the AI model powering the agent must be treated as an untrusted comp

agentsarxiv-cs-ai
20 May 2026
Model Releases

Quantum Machine Learning for Cyber-Physical Anomaly Detection in Unmanned Aerial Vehicles: A Leakage-Free Evaluation with Proxy-Audited Feature Sets

DGX agent

arXiv:2605.19233v1 Announce Type: cross Abstract: Unmanned aerial vehicles (UAVs) are cyber-physical systems whose attack surface spans networked avionics and on-board sensor fusion: a compromised GPS

model-releasesarxiv-cs-lg
20 May 2026
Agents

Toward User Comprehension Supports for LLM Agent Skill Specifications

DGX agent

arXiv:2605.19362v1 Announce Type: cross Abstract: Users often interpret and select agent skills through their exttt{SKILL.md} specifications. To protect users, existing audits mainly focus on maliciou

agentsarxiv-cs-ai
20 May 2026
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