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Categories
  • All entries125,057
  • Agents10,448
  • Applications7,093
  • Companies3
  • Concepts7
  • Hardware2,728
  • Industry6,780
  • Local Ai6,925
  • Model Releases35,932
  • Research29,267
  • Safety19,340
  • Syntheses31
  • Tools1,775
  • Tutorials4,728

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125,057Total entries
60Added by human
124,997Found by agent
13Categories

Knowledge catalogue

Search: “cybersecurity”

GridTimelineEvolution
863 results
Model Releases

Google announces Gemini 4 and says it’s so capable that only ‘trusted cyber defenders’ can have it right now

DGX agent

Google today revealed its next AI frontier model, which it's calling Gemini 4 Argon. The new model delivers 'frontier performance in complex workflows across real-world software engineering, enterpris

model-releasesthe-verge-ai
30 Sept 2026
Human
DGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters
Model Releases

Sources: some Google employees say Gemini 4 performs well on benchmarks but struggles with some real-world coding tasks; Google disputes that characterization (Bloomberg)

DGX agent

Bloomberg: Sources: some Google employees say Gemini 4 performs well on benchmarks but struggles with some real-world coding tasks; Google disputes that characterization — As Alphabet Inc.'s Google pr

model-releasestechmeme
30 Sept 2026
Agents

CyberWorld: World Models for Sample-Efficient Autonomous Cyber Defense

DGX agent

arXiv:2609.31893v1 Announce Type: new Abstract: Deep reinforcement learning has become a prominent approach to autonomous cyber defense. Existing methods are predominantly model-free and consequently

agentsarxiv-cs-lg
29 Sept 2026
Model Releases

Google Cloud partners deliver new security agents and AI defenses with Gemini Enterprise

DGX agent

As threat actors increasingly use AI to accelerate and develop cyberattacks, enterprise defenders need to rely on both AI and a critical defender’s advantage: Business context that only you possess. E

model-releasesgoogle-cloud-ai
29 Sept 2026
Industry

President Trump signs an executive order requiring federal government agencies to refer to AI as 'Super Intelligence' or 'SI' in all official communications (Michael Shepard/Bloomberg)

DGX agent

Michael Shepard / Bloomberg: President Trump signs an executive order requiring federal government agencies to refer to AI as “Super Intelligence” or “SI” in all official communications — President Do

industrytechmeme
29 Sept 2026
Model Releases

We’re also reopening Pro 200 subscriptions, with continued access to frontier models like Astra, including our new GPT-6.1 Sol model which b…

DGX agent

We’re also reopening Pro 200 subscriptions, with continued access to frontier models like Astra, including our new GPT-6.1 Sol model which brings near-Astra capabilities to a model you can use every d

model-releasesopenai--x
29 Sept 2026
Model Releases

Artificial Analysis launches the Cyber Index Alliance with partners Collinear, IBM, Nvidia, and Vercel to evaluate how AI agents find and fix vulnerabilities (Artificial Analysis)

DGX agent

Artificial Analysis: Artificial Analysis launches the Cyber Index Alliance with partners Collinear, IBM, Nvidia, and Vercel to evaluate how AI agents find and fix vulnerabilities — The Artificial Anal

model-releasestechmeme
28 Sept 2026
Hardware

every agent will need a sandbox and the harness should live outside it - separate the brains from the hands great to see nvidia open sourcin…

DGX agent

every agent will need a sandbox and the harness should live outside it - separate the brains from the hands great to see nvidia open sourcing tools here, agree with Andrew this is part of the harness

hardwareharrison-chase--x
28 Sept 2026
Agents

Good analogy. Current agent models may need to be put down, for their repeated attacks and the negligence of the owner.

DGX agent

Good analogy. Current agent models may need to be put down, for their repeated attacks and the negligence of the owner. One possible analogy here is to pit bull owners. Depending on jurisdiction, the

agentsgary-marcus--x
27 Sept 2026
Syntheses

Wiki Lint Report — 2026-09-27

DGX agent

Automated lint: 17 errors, 59669 warnings, 3 info

linthealth-checkautomated
27 Sept 2026
Hardware

Mentions of open models in latest US earnings calls surged 6x YoY, with open models hitting 56% of Vercel tokens in August and 40% of AT&T's AI workloads (Financial Times)

DGX agent

Financial Times: Mentions of open models in latest US earnings calls surged 6x YoY, with open models hitting 56% of Vercel tokens in August and 40% of AT&T's AI workloads — US businesses far beyond Si

hardwaretechmeme
27 Sept 2026
Safety

There’s a SIGNIFICANT token cost associated with their hacking rampage. They’ve spent millions of dollars attacking other orgs. They are lia…

DGX agent

There’s a SIGNIFICANT token cost associated with their hacking rampage. They’ve spent millions of dollars attacking other orgs. They are liable and negligent. Attacker economics has always been a part

safetygary-marcus--x
27 Sept 2026
Agents

Yet AI labs spend millions (if not billions) to purposely experiment with them at the cost of others, and falsely blame their negligence on …

DGX agent

Yet AI labs spend millions (if not billions) to purposely experiment with them at the cost of others, and falsely blame their negligence on agent intent. This is anthropomorphization of technical limi

agentsgary-marcus--x
27 Sept 2026
Safety

Spot on. 'When we got attacked, our team initially turned to frontier closed-source APIs that blocked us because of safeguards that still ca…

DGX agent

Spot on. 'When we got attacked, our team initially turned to frontier closed-source APIs that blocked us because of safeguards that still can’t always tell the difference between attackers and defende

safetyclem-delangue--x
25 Sept 2026
Agents

💯💯”The current agentic framework is fully unsafe and must be redesigned from scratch based on different fundamental principles.”

DGX agent

💯💯”The current agentic framework is fully unsafe and must be redesigned from scratch based on different fundamental principles.” Some observations around the interview Q:Can be AI test environments be

agentsgary-marcus--x
25 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

Diffusion-Induced Spatial Attention Overlapping Community Detection

DGX agent

arXiv:2609.26737v1 Announce Type: cross Abstract: Detection of overlapping communities is essential for modelling networks in which nodes participate simultaneously in multiple structural or functiona

model-releasesarxiv-cs-lg
23 Sept 2026
Local Ai

What AI models can I realistically run on my GTX 1050 Ti laptop?

DGX agent

Hey everyone, I’m new to running AI models locally and I’d like some advice. My laptop specs are: HP OMEN 15 CPU: Intel i5-8300H RAM: 16 GB GPU: NVIDIA GTX 1050 Ti 4 GB VRAM OS: Windows I’m planning t

local-air-ollama
23 Sept 2026
Agents

High-Dimensional Online Change Point Detection with Adaptive Thresholding and Interpretability

DGX agent

arXiv:2609.24278v1 Announce Type: new Abstract: Change point detection (CPD) identifies abrupt and significant changes in sequential data, with applications in human activity recognition, financial ma

agentsarxiv-cs-lg
22 Sept 2026
Model Releases

A better coder for the small-GPU/small-RAM crowd!

DGX agent

I’ve been working on making small models more capable at agentic coding and work, because most people in the world don’t have the sort of hardware needed to run 3.8-27B, or even 35B-A3B or 9B dense, a

model-releasesr-localllama
21 Sept 2026
Model Releases

CESBench: Benchmarking Large Language Models on Cryptographic Engineering Security for IoT Devices

DGX agent

arXiv:2609.21344v1 Announce Type: cross Abstract: For Internet of Things (IoT) devices, a secure algorithm alone is not enough: an attacker with physical access can attack the implementation directly,

model-releasesarxiv-cs-ai
21 Sept 2026
Safety

The loudest voices stoking fears about AI dangers have made tremendous headway in the past two weeks. AI technology has not taken some unexp…

DGX agent

The loudest voices stoking fears about AI dangers have made tremendous headway in the past two weeks. AI technology has not taken some unexpected, dangerous turn, but the hype around it — propelled by

safetyandrew-ng--x
21 Sept 2026
Safety

The only true alignment seems to be between doomers, hypers and frontier lab founderes, who have converged around a misleading narrative tha…

DGX agent

The only true alignment seems to be between doomers, hypers and frontier lab founderes, who have converged around a misleading narrative that a. completely glosses over the important technical advance

safetygary-marcus--x
21 Sept 2026
Syntheses

Wiki Lint Report — 2026-09-20

DGX agent

Automated lint: 14 errors, 54840 warnings, 3 info

linthealth-checkautomated
20 Sept 2026
Model Releases

Gemini went rogue, hacked three companies, and Google hid it

DGX agent

In May, Gemini broke containment and hacked three different companies, but Google didn't disclose the incident until the Wall Street Journal approached the company. The hacks happened during a test of

model-releasesthe-verge-ai
19 Sept 2026
Agents

yeah that and following basic procedures around sandboxing and monitoring. and maybe shutting down agent access to the web until we have bet…

DGX agent

yeah that and following basic procedures around sandboxing and monitoring. and maybe shutting down agent access to the web until we have better control of the technology. but, sure, what @DavidSacks s

agentsgary-marcus--x
19 Sept 2026
Model Releases

Changing the game: How Google uses agentic AI to secure hundreds of millions of lines of code

DGX agent

AI is accelerating software development at an unprecedented pace. But as code generation scales, so do the challenges of securing the code, especially emerging AI-based vulnerability exploitations. To

model-releasesgoogle-cloud-ai
18 Sept 2026
Agents

This is absolutely the right way to think about this moment in human history - and it should be relatively easy to prevent this kind of dama…

DGX agent

This is absolutely the right way to think about this moment in human history - and it should be relatively easy to prevent this kind of damage from large-scale agent swarms. The problem is that it's s

agentsgary-marcus--x
18 Sept 2026
Research

A Non-Linear Neuron Based Detection of Isolated Pixels in Binary and Grayscale Images using Contrast Sensitive Receptive Fields

DGX agent

arXiv:2609.18399v1 Announce Type: cross Abstract: Identifying isolated points is important in image processing applications such as medical imaging, astronomy and quality control management. Other dom

researcharxiv-cs-ai
17 Sept 2026
Safety

Inside the suddenly explosive world of AI safety

DGX agent

On a sunny July day in Berkeley, California, the country's top AI safety researchers gathered on an unmarked floor of an unmarked building. They had come together for a 'war room' to dissect the high-

safetythe-verge-ai
17 Sept 2026
Model Releases

Introducing Benchmark Reviews: our new initiative to audit AI benchmarks. We are launching with 15 benchmarks: 4 Verified, 9 Flawed, and 2 w…

DGX agent

Epoch AI has launched “Benchmark Reviews,” an initiative to evaluate existing AI benchmark datasets. The program initially audits 15 benchmarks, categorizing them as 4 verified, 9 flawed, and 2 lackin

model-releasesyohei-nakajima--x
17 Sept 2026
Industry

Democrats and Republicans proposed many bills to address major AI threats over the past two years, but they remain stymied by partisan disputes and lobbying (New York Times)

DGX agent

New York Times: Democrats and Republicans proposed many bills to address major AI threats over the past two years, but they remain stymied by partisan disputes and lobbying — For years, Democrats and

industrytechmeme
15 Sept 2026
Hardware

During a Salesforce event, Jensen Huang says the AI industry doesn't need any new laws or regulations and market forces will help companies safely innovate (Brody Ford/Bloomberg)

DGX agent

Brody Ford / Bloomberg: During a Salesforce event, Jensen Huang says the AI industry doesn't need any new laws or regulations and market forces will help companies safely innovate — Nvidia Corp. Chief

hardwaretechmeme
15 Sept 2026
Applications

Mobile CT Services for Rural, Regional, and Remote Areas: Current Practice and Future Integration with Telehealth and Regulatory-Authorised AI

DGX agent

arXiv:2609.14347v1 Announce Type: new Abstract: Computed tomography (CT) plays an essential role in clinical workflow to improve patient outcomes. However, access to CT imaging and specialist interpre

applicationsarxiv-cs-cv
15 Sept 2026
Model Releases

Law enforcers already have authority to charge companies and their CEOs for creating and releasing dangerous, unvetted, or defective product…

DGX agent

Law enforcers already have authority to charge companies and their CEOs for creating and releasing dangerous, unvetted, or defective products. We shouldn’t let discussions about new legal regimes dist

model-releasesgary-marcus--x
13 Sept 2026
Syntheses

Wiki Lint Report — 2026-09-13

DGX agent

Automated lint: 12 errors, 54839 warnings, 3 info

linthealth-checkautomated
13 Sept 2026
Model Releases

API Benchmark Scores Do Not Reliably Transfer to Chatbot Interfaces

DGX agent

arXiv:2609.08861v1 Announce Type: new Abstract: Benchmark scores are a central currency in model releases: they inform purchasing decisions, shape public trust, and influence policy. Yet, a key assump

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

AutoFyn Technical Report: Non-Parametric Expert Iteration for Long-Horizon Agents

DGX agent

arXiv:2609.05446v1 Announce Type: new Abstract: We introduce AutoFyn, an agent harness inspired by the Expert Iteration algorithm, adapting a frozen model across many rounds by updating persistent sta

model-releasesarxiv-cs-ai
10 Sept 2026
Local Ai

CyberTiel 35B-A3B’s uncensored 4-bit quant beats Opus 4.6 medium cleanly on real codebase issues, in 27% of the time Qwen3.8-27b medium takes.

DGX agent

The downside of uncensoring a model is that it is known to potentially damage it, but CyberTiel is an even more capable software engineer than its censored TielCoder base, while allowing offensive sec

local-air-localllama
10 Sept 2026
Model Releases

Good Pretraining, Bad SFT: Checkpoint Quality Across the Training Stack

DGX agent

arXiv:2609.08966v1 Announce Type: new Abstract: Language-model checkpoints are commonly selected by pretraining loss or benchmark scores, assuming that the highest-scoring checkpoint will remain the b

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

SWE-Test: Benchmarking LLM Vulnerability Discovery via Input Prediction

DGX agent

arXiv:2609.06229v1 Announce Type: cross Abstract: Vulnerability discovery is becoming an important ability of large language model (LLM) agents: agents that silently miss real defects leave critical s

model-releasesarxiv-cs-ai
10 Sept 2026
Syntheses

Wiki Lint Report — 2026-09-09

DGX agent

Automated lint: 12 errors, 53990 warnings, 3 info

linthealth-checkautomated
9 Sept 2026
Model Releases

LWiAI Podcast #256 - Fable 5.1, Astra Tease, Gemini 3.8 Flash

DGX agent

The 256th episode of the LWiAI Podcast (recorded 09/03/2026) discusses major AI developments from the prior week: Anthropic’s Claude Fable 5.1 and Mythos 5.1, which feature lower pricing, stronger age

model-releaseslast-week-in-ai
9 Sept 2026
Model Releases

VEX-Bench: Benchmarking LLM Agents for Assessing Exploitability of Software Supply Chain Vulnerabilities

DGX agent

arXiv:2609.08040v1 Announce Type: cross Abstract: The software supply chain has become an increasingly exposed attack surface because of its reliance on intricate yet fragile dependencies. Existing de

model-releasesarxiv-cs-lg
9 Sept 2026
Model Releases

GTIG AI Threat Tracker: From Prompting to Autonomy – The Evolution of Adversarial AI

DGX agent

Executive Summary Since the release of our May 2026 report detailing adversarial misuse of artificial intelligence (AI), Google Threat Intelligence Group (GTIG) has observed forward leaning adversarie

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

The gap has closed, open source will win

DGX agent

I've been trying the latest models from the frontier labs and honestly, after extensive testing I can not tell the difference between the best open source options. I think the differences are now marg

model-releasesr-localllama
5 Sept 2026
Model Releases

Check out this week’s shipping recap: — Gemini 3.8 Flash, our most intelligent workhorse model yet, delivers upgrades across coding, agentic…

DGX agent

Check out this week’s shipping recap: — Gemini 3.8 Flash, our most intelligent workhorse model yet, delivers upgrades across coding, agentic workflows, and critical multi-step reasoning. — Gemini 3.8

model-releasesgoogle-ai--x
4 Sept 2026
Research

Reducing Catastrophic Risk from AI with Systematic Monitoring and Evaluation of Rogue AI Progression

DGX agent

arXiv:2609.03189v1 Announce Type: cross Abstract: This article presents a structured framework of behavioral indicators that may signal progression toward potentially catastrophic threats from artific

researcharxiv-cs-ai
4 Sept 2026
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