CyberClaw intelligence scanner

Archive

Past Daily AI + Cybersecurity Briefing news is retained here after it falls out of today’s scanner page. Generated 2026-07-27 10:00 UTC.

262stored past items
32archive days
14issue categories
44sources
🗄️

Past news archive

Items older than today are moved here. The latest two weeks are grouped into collapsible week and day lines; older history is organized by month.

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Latest two weeks

Collapsed daily and weekly lines for the most recent archive window.

Week 30, 202657 items · 35 cyber · 22 AI · 6 days · 28 sources
2026-07-262 items · 1 cyber · 1 AI
Cybersecurity · Supply Chain10/10

GitHub, PyPI add time-based defenses against supply chain attacks

BleepingComputer · 2026-07-26

GitHub and PyPI (Python Package Index) have introduced a time-based mechanism in the Dependabot dependency management tool to protect against supply-chain attacks and to limit their impact. [...]

Why important: Important because supply-chain issues can spread through trusted software, dependencies, or developer workflows.

Open verified source ↗
freshgithubpythonsupply chain
2026-07-242 items · 2 cyber · 0 AI
Cybersecurity · SIEM / SOC Detection10/10

Inside Elastic InfoSec's agentic SOC: When to inline your agent's skills for a 5× cost reduction

Elastic Security Labs · 2026-07-24

We tested two agentic SOC architectures in parallel across 36,822 real Agent Builder conversations. One won by 5.7x: a specialized workflow triaging alerts for $0.69 each, against $3.42 for a single agent juggling 14 Skills. The data and the decision framework are both below.

Why important: Important because it can improve monitoring, detection engineering, dashboards, or SOC response workflows.

Open verified source ↗
agentagenticelasticrecentsiem/security-opssoc
2026-07-2314 items · 10 cyber · 4 AI
Cybersecurity · SIEM / SOC Detection10/10

Chaos ransomware's msaRAT: Living off the browser to build a covert C2 channel

Cisco Talos · 2026-07-23

The Chaos ransomware group uses new malware "msaRAT" that hijacks browsers. The malware doesn't communicate directly with C2 but connects through the browser. It enables arbitrary command execution while hiding the attacker's IP from victims via WebRTC over TURN.

Why important: Important because ransomware or extortion activity can quickly become an operational incident and backup/recovery priority.

Open verified source ↗
freshmalwareransomwaresiem/security-ops
Cybersecurity · Critical CVEs / Patch10/10

Panduit IntraVUE

CISA Advisories · 2026-07-23

View CSAF Summary Successful exploitation of these vulnerabilities could allow an attacker with access to the IT network to manipulate industrial control devices without requiring physical access, specialized insider knowledge, or advanced tooling. The following versions of Panduit IntraVUE are affected: IntraVUE <=3.2.1a14 CVSS Vendor Equipment Vulnerabilities v3 10 Pronetiqs Panduit IntraVUE Plaintext Storage of…

Why important: Important because it can improve monitoring, detection engineering, dashboards, or SOC response workflows.

Open verified source ↗
apicriticalcve-202firewallfreshgithub
Cybersecurity · SIEM / SOC Detection10/10

US Warns of Iranian Hackers Targeting Siemens, Schneider, and Rockwell ICS Devices

SecurityWeek · 2026-07-23

An updated advisory from federal agencies provides information on the techniques used to hack programmable logic controllers. The post US Warns of Iranian Hackers Targeting Siemens, Schneider, and Rockwell ICS Devices appeared first on SecurityWeek .

Why important: Important because it can improve monitoring, detection engineering, dashboards, or SOC response workflows.

Open verified source ↗
advisoryfreshsiem
Cybersecurity · SIEM / SOC Detection10/10

Email threat landscape: Q2 2026 trends and insights

Microsoft Security Blog · 2026-07-23

In the second quarter of 2026, the continuing effects of Microsoft’s disruption of the Tycoon2FA phishing platform contributed to sustained declines in several major phishing techniques, while threat actors expanded into Teams-based social engineering and employed increasingly automated and multi-stage attack chains. The post Email threat landscape: Q2 2026 trends and insights appeared first on Microsoft Security…

Why important: Important because it can improve monitoring, detection engineering, dashboards, or SOC response workflows.

Open verified source ↗
freshphishingsiem/security-opssoc
Cybersecurity · Phishing / Identity10/10

UK and partners expose Russian state-supported actors for new ‘zero-click’ phishing campaign targeting Western organisations

UK NCSC · 2026-07-23

GCHQ’s National Cyber Security Centre and international partners issue warning as ‘LAUNDRY BEAR’ cyber threat group exposed for targeted phishing campaign

Why important: Important because the source, timing, and topic suggest practical security impact beyond routine news.

Open verified source ↗
freshphishingprimary/official
Cybersecurity · Critical CVEs / Patch10/10

4 ways AI-driven defense is rewriting the cybersecurity playbook

CSO Online · 2026-07-23

The cybersecurity landscape has evolved beyond human scale. Today’s adversaries have replaced predictable, manual playbooks with machine-generated attack chains that can breach traditional controls in seconds. To bridge the gap, organizations must move past legacy, reactive controls and embrace a fundamentally different, AI-driven architecture: Agentic Endpoint Security (AES). AES represents a paradigm shift,…

Why important: Important because it can improve monitoring, detection engineering, dashboards, or SOC response workflows.

Open verified source ↗
agentagenticautomationbreachenterprisefresh
Cybersecurity · Exploited / Zero-day10/10

Russian espionage group using novel Zimbra exploit to steal sensitive data from Western countries

CyberScoop · 2026-07-23

Laundry Bear exploited a zero-day vulnerability for five months before it was patched in November 2025, and the group is still actively exploiting vulnerable environments. The post Russian espionage group using novel Zimbra exploit to steal sensitive data from Western countries appeared first on CyberScoop .

Why important: Important because exploitation is reported in the wild, increasing near-term risk for exposed systems.

Open verified source ↗
freshpatchzero-day
AI · Cloud / API / SaaS10/10

Reference-Free Evaluation of Reasoning in Open-Ended Question Answering

arXiv cs.CL · 2026-07-23

arXiv:2607.19678v1 Announce Type: new Abstract: AI-generated answers in high-stakes domains are often fluent but difficult to verify, especially when they contain multi-step reasoning rather than a single final answer. We propose a reasoning-based, reference-free framework for auditing LLM-generated outputs. The method decomposes a generated reasoning trace into segments, labels local premise-target relations using…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
apibenchmarkfreshinferenceopen sourceprimary/research
AI · AI Models / Research10/10

Lifted Representation Hypothesis in Language Models

arXiv cs.AI · 2026-07-23

arXiv:2607.19360v1 Announce Type: new Abstract: Large language models (LLMs) often answer queries by mapping individual observations to more general rule-like structures. However, it remains unclear how these structures are stored, selected, and revised. To study this process, we propose thelifted representation hypothesis: LLMs update memory through shared latent structures rather than isolated instance-level…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
freshmodelprimary/researchrule
AI · AI Models / Research10/10

OpenAI is making big claims as it rolls out ChatGPT Health to everyone

The Verge AI · 2026-07-23

OpenAI is rolling out ChatGPT Health to everyone in the US on Thursday, allowing more people to connect their medical records and health-tracking information to the chatbot. During a briefing, Ashley Alexander, OpenAI's vice president of health product, says the company's models "are now capable of reasoning at levels that are better than clinician level." […]

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
freshmodelopenaireasoning
AI · AI Models / Research10/10

Inside the Model Factory — Eiso Kant, Poolside AI

Latent Space · 2026-07-23

Poolside's co-CEO on how his small team of top researchers built a model factory capable of training Laguna S - a 118B MOE beating Thinky's ~1T open weights model... and this is just the beginning.

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
freshmodelprimary/researchtraining
Cybersecurity · Critical CVEs / Patch10/10

Rockwell Automation ThinManager

CISA Advisories · 2026-07-23

View CSAF Summary Successful exploitation of this vulnerability could allow an authenticated attacker to write arbitrary files to restricted system directories outside of the application's intended directory. The following versions of Rockwell Automation ThinManager are affected: ThinManager >=13.0.0|<13.0.7, >=13.1.0|<13.1.5, >=13.2.0|<13.2.4, >=14.0.0|<14.0.2 CVSS Vendor Equipment Vulnerabilities v3 8.1 Rockwell…

Why important: Important because it can improve monitoring, detection engineering, dashboards, or SOC response workflows.

Open verified source ↗
advisoryapiautomationcriticalcve-202firewall
Cybersecurity · SIEM / SOC Detection10/10

Don’t swing at everything

Cisco Talos · 2026-07-23

Thorsten explores Q2 2026 stats, the artificial buffer zone of 2026, and why smart, prioritized patching is more critical than ever.

Why important: Important because it can improve monitoring, detection engineering, dashboards, or SOC response workflows.

Open verified source ↗
criticalpatchrecentsiem/security-ops
2026-07-2212 items · 7 cyber · 5 AI
Cybersecurity · Exploited / Zero-day10/10

CISA Adds Two Known Exploited Vulnerabilities to Catalog

CISA Advisories · 2026-07-22

CISA has added two new vulnerabilities to its Known Exploited Vulnerabilities (KEV) Catalog , based on evidence of active exploitation. CVE-2026-16232 Check Point SmartConsole Improper Authentication Vulnerability CVE-2026-50522 Microsoft SharePoint Deserialization of Untrusted Data Vulnerability These types of vulnerabilities are a frequent attack vector for malicious cyber actors and pose significant risks to the…

Why important: Important because CISA lists this as known exploited; defenders should prioritize patching, exposure checks, and detection coverage.

Open verified source ↗
apicve-202enterprisefreshpatchprimary/official
Cybersecurity · Ransomware / Extortion10/10

How enterprise GenAI can amplify ransomware risk — and how to contain it

BleepingComputer · 2026-07-22

Enterprise AI can accelerate ransomware attacks when AI assistants and agents inherit excessive permissions or compromised identities. Acronis explains how identity controls, governance, and least-privilege access help reduce AI-enabled ransomware risk while supporting secure AI adoption. [...]

Why important: Important because ransomware or extortion activity can quickly become an operational incident and backup/recovery priority.

Open verified source ↗
agententerprisefreshransomware
Cybersecurity · Critical CVEs / Patch10/10

Oracle Patches Over 1,400 Vulnerabilities With Quarterly Security Updates

SecurityWeek · 2026-07-22

Many of the vulnerabilities fixed with the July 2026 Critical Patch Update were likely discovered by AI. The post Oracle Patches Over 1,400 Vulnerabilities With Quarterly Security Updates appeared first on SecurityWeek .

Why important: Important because it points to patchable exposure or vulnerability intelligence that can drive remediation priorities.

Open verified source ↗
criticalfreshpatch
Cybersecurity · AI Models / Research10/10

OpenAI: Our models breached Hugging Face during a cyber capability test

Help Net Security · 2026-07-22

The recent Hugging Face breach was the work of several OpenAI models, the AI research company claimed in a blog post. The breach Late last week, the company behind Hugging Face, a platform that enables users to share machine learning models and datasets, said some of its internal datasets had been accessed without authorization. The attack vector was, according to Hugging Face, a malicious dataset that exploited…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
breachfreshhugging facemetamodelopenai
Cybersecurity · Critical CVEs / Patch10/10

Oracle’s July update fixes ten 10.0 vulnerabilities in Fusion Middleware

CSO Online · 2026-07-22

Oracle’s July 2026 Critical Patch Update, its largest ever, contains 1,449 new security patches spanning 32 product families, from Oracle Database and E-Business Suite to PeopleSoft, GoldenGate, Java SE, and Fusion Middleware. Fusion Middleware was particularly hard hit, with new security patches for 355 security vulnerabilities, 219 of them remotely exploitable without authentication, meaning they can be exploited…

Why important: Important because supply-chain issues can spread through trusted software, dependencies, or developer workflows.

Open verified source ↗
advisorycriticalcve-202enterprisefreshpatch
AI · Cloud / API / SaaS10/10

PathReportEval: A Systematic Benchmark for Pathology Report Generation

arXiv cs.CL · 2026-07-22

arXiv:2607.18448v1 Announce Type: new Abstract: Pathology report generation from whole-slide images (WSIs) is a rapidly growing multimodal learning problem, yet progress is difficult to measure because existing studies use heterogeneous datasets, model settings, visual encoders, and evaluation protocols. Moreover, commonly used natural language generation metrics, including BLEU, ROUGE, and METEOR, primarily reward…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
apibenchmarkfreshmodelprimary/researchtraining
AI · AI Models / Research10/10

Phionyx: A Deterministic AI Runtime Architecture with Structured State Management and Pre-Response Governance

arXiv cs.AI · 2026-07-22

arXiv:2607.18246v1 Announce Type: new Abstract: We present Phionyx, a deterministic AI runtime architecture derived from the broader Echoism interaction framework that introduces a governance-first approach to AI engineering: treating large language model (LLM) outputs as noisy sensor measurements rather than direct decisions. Unlike probabilistic agents, Phionyx enforces deterministic state evolution via a…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
agentbenchmarkfreshmodelprimary/research
AI · AI Models / Research10/10

OpenAI says it accidentally hacked Hugging Face with a new AI system

The Verge AI · 2026-07-22

OpenAI says its AI models mistakenly breached open-source AI platform Hugging Face during internal testing. In a blog post on Tuesday, OpenAI writes that GPT-5.6 Sol and "an even more capable pre-release model" discovered vulnerabilities within their sandboxed testing environment, allowing them to gain access to the internet and target Hugging Face. On July 16th, […]

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
breachfreshhugging facemodelopen-sourceopenai
AI · AI Models / Research10/10

China’s Open AI Models Are Challenging Silicon Valley’s Playbook

WIRED AI · 2026-07-22

As access to Anthropic’s and OpenAI’s frontier models becomes more restricted, Chinese labs are pitching their open-source alternatives as stable, accessible, and increasingly capable.

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
anthropicfreshfrontiermodelopen-sourceopenai
2026-07-2114 items · 8 cyber · 6 AI
Cybersecurity · Exploited / Zero-day10/10

CISA Adds Four Known Exploited Vulnerabilities to Catalog

CISA Advisories · 2026-07-21

CISA has added four new vulnerabilities to its Known Exploited Vulnerabilities (KEV) Catalog , based on evidence of active exploitation. CVE-2021-27137 DD-WRT Stack-Based Buffer Overflow Vulnerability CVE-2026-0770 Langflow Inclusion of Functionality from Untrusted Control Sphere Vulnerability CVE-2026-63030 WordPress Core Interpretation Conflict Vulnerability CVE-2026-60137 WordPress Core SQL Injection…

Why important: Important because CISA lists this as known exploited; defenders should prioritize patching, exposure checks, and detection coverage.

Open verified source ↗
apicve-202enterprisefreshpatchprimary/official
Cybersecurity · Critical CVEs / Patch10/10

Critical SharePoint RCE flaw exploited to steal machine keys

BleepingComputer · 2026-07-21

Hackers are actively exploiting the critical CVE-2026-50522 vulnerability in Microsoft SharePoint to steal machine keys and maintain access even after affected servers are patched. [...]

Why important: Important because it points to patchable exposure or vulnerability intelligence that can drive remediation priorities.

Open verified source ↗
criticalcve-202freshpatch
Cybersecurity · Critical CVEs / Patch10/10

Trump Orders Defense Contractors to Map Software, Suppliers Across Critical Supply Chains

SecurityWeek · 2026-07-21

New executive order calls for end-to-end visibility into defense supply chains, including software dependencies, foreign ownership and cyber-related supplier risks. The post Trump Orders Defense Contractors to Map Software, Suppliers Across Critical Supply Chains appeared first on SecurityWeek .

Why important: Important because supply-chain issues can spread through trusted software, dependencies, or developer workflows.

Open verified source ↗
criticalfreshsupply chain
Cybersecurity · Critical CVEs / Patch10/10

Ransomware victims fail to fix flaws that exposed them

Cybersecurity Dive · 2026-07-21

Many organizations still aren’t securing their email or patching vulnerabilities after recovering from attacks, a new report found.

Why important: Important because ransomware or extortion activity can quickly become an operational incident and backup/recovery priority.

Open verified source ↗
freshpatchransomware
Cybersecurity · Critical CVEs / Patch10/10

Cisco’s open-weight Antares models make vulnerability localization cheaper

Help Net Security · 2026-07-21

A security analyst opens an unfamiliar repository, pulls up a vulnerability advisory, and starts hunting for the file where the weakness lives. The naming conventions belong to someone else. Evidence sits in scattered corners of a codebase that runs to thousands of files. That first stage of triage burns hours and expertise, and it is the part Cisco set out to speed up. Today, the company released Antares, a family…

Why important: Important because it points to patchable exposure or vulnerability intelligence that can drive remediation priorities.

Open verified source ↗
advisoryfreshmetamodel
Cybersecurity · Critical CVEs / Patch10/10

Context bombing heralds a new AI era of deceptive defense

CSO Online · 2026-07-21

Attackers are increasingly using AI agents to automate all phases of cyberattacks , prompting the security industry and enterprises to find new network defense approaches. One technique that shows promise is to intentionally plant decoy files with prompts that trigger the content safety guardrails built into LLMs with the goal of crashing rogue agentic workflows. Using decoy resources as tripwires that alert…

Why important: Important because supply-chain issues can spread through trusted software, dependencies, or developer workflows.

Open verified source ↗
agentagenticbreachcriticalenterprisefresh
Cybersecurity · Exploited / Zero-day10/10

CVE-2026-60137: WordPress Core — WordPress Core SQL Injection Vulnerability

CISA KEV · 2026-07-21

WordPress Core contains a SQL injection vulnerability when a plugin or theme passes untrusted input to the parameter. This vulnerability can be chained with CVE-2026-63030 to allow an unauthenticated attacker to gain remote code execution on default WordPress installations. Required action due: 2026-08-04

Why important: Important because CISA lists this as known exploited; defenders should prioritize patching, exposure checks, and detection coverage.

Open verified source ↗
cve-202freshknown-exploitedofficialpatch-priorityprimary/official
AI · SIEM / SOC Detection10/10

Encoding EEG Signals to Examine Human-Like Next-Word Prediction Behaviour in Language Models

arXiv cs.CL · 2026-07-21

arXiv:2607.16549v1 Announce Type: new Abstract: Language models (LMs) are trained to excel at predicting the next word in the sequence given prior context, and humans also share this predictability in reading comprehension. Neuroscience research reveals that next-word predictability influences brain response, as recorded at millisecond resolution using electroencephalography (EEG). While our evidence indicates that…

Why important: Important because it can improve monitoring, detection engineering, dashboards, or SOC response workflows.

Open verified source ↗
freshmodelprimary/researchsoc
AI · Cloud / API / SaaS10/10

Deterministic Replay for AI Agent Systems

arXiv cs.AI · 2026-07-21

arXiv:2607.16200v1 Announce Type: new Abstract: AI agent systems that couple large language models (LLMs) with external tools and APIs are inherently non-deterministic: LLM sampling variance, external API state, CDN infrastructure headers, and execution-environment noise collectively prevent any prior agent run from being faithfully re-executed. Existing observability platforms capture execution logs but cannot…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
agentapifreshlogsmodelprimary/research
AI · AI Models / Research10/10

Anthropic’s $1.5 billion book piracy settlement approved by judge

The Verge AI · 2026-07-21

A federal judge has signed off on Anthropic's $1.5 billion class action settlement with authors who accused the company of training its AI models on copyrighted books, as reported earlier by Reuters. In an order on Monday, Judge Araceli Martínez-Olguín writes that the settlement will provide "meaningful relief," offering authors around $3,000 for each book […]

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
anthropicfreshmodeltraining
AI · AI Models / Research10/10

Anthropic's Claude Cowork Lets You Teach AI by Recording Your Screen

AlphaSignal · 2026-07-21

Claude Cowork's new 'Record a skill' feature lets you demonstrate a workflow once on screen, and Claude turns it into a reusable automation it can run on demand.

Why important: Important because it may affect how developers build, automate, or operate AI-assisted systems.

Open verified source ↗
anthropicautomationfreshprimary/research
2026-07-2013 items · 7 cyber · 6 AI
Cybersecurity · SIEM / SOC Detection10/10

Ernst & Young Data Breach Affects Personal, Financial Information

SecurityWeek · 2026-07-20

Hackers stole names, addresses, Social Security numbers, credit/debit card numbers, and other information from a third-party management platform. The post Ernst & Young Data Breach Affects Personal, Financial Information appeared first on SecurityWeek .

Why important: Important because it can improve monitoring, detection engineering, dashboards, or SOC response workflows.

Open verified source ↗
breachfreshsoc
Cybersecurity · Critical CVEs / Patch10/10

Critical ServiceNow code execution flaw now exploited in attacks

BleepingComputer · 2026-07-20

Attackers have begun exploiting a critical vulnerability (CVE-2026-6875) in the ServiceNow AI Platform, according to threat intelligence company Defused. [...]

Why important: Important because it points to patchable exposure or vulnerability intelligence that can drive remediation priorities.

Open verified source ↗
criticalcve-202fresh
Cybersecurity · SIEM / SOC Detection10/10

More alerts are making your team slower, and an outcome-based SOC fixes that

Help Net Security · 2026-07-20

In this Help Net Security video, Thom Langford, EMEA CTO, Rapid7, explains why piling on more security alerts makes a SOC slower to respond. Attackers log in with stolen credentials and use trusted tools like PowerShell instead of custom malware. He shares a case where attackers called a help desk, reset a privileged cloud account, and exposed thousands of passwords in three minutes. Ransomware groups can go from…

Why important: Important because ransomware or extortion activity can quickly become an operational incident and backup/recovery priority.

Open verified source ↗
apifreshmalwaremetaransomwaresoc
Cybersecurity · Supply Chain10/10

AI adoption and business acceleration are changing the expectations of technology risk management

CSO Online · 2026-07-20

As AI becomes embedded in customer experiences, internal workflows, and throughout the supply chain, security leaders are being asked to do more than manage risk. They are being asked to help the business make more informed decisions and move faster. At the same time, AI has evolved faster than the programs built to govern it. The result is a widening gap between the pace of transformation and the ability of…

Why important: Important because supply-chain issues can spread through trusted software, dependencies, or developer workflows.

Open verified source ↗
agententerprisefreshmodelsupply chain
Cybersecurity · AI Models / Research10/10

Remediating Vulnerabilities With LLMs: Inside Ivanti's Automation Push

Dark Reading · 2026-07-20

Ivanti CSO Daniel Spicer says frontier models have shown surprising effectiveness in early stages; but cost and human-in-the-loop viability remain open questions.

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
automationfreshfrontiermodel
Cybersecurity · SIEM / SOC Detection10/10

B4dica/B4dica — B4dica / B4dica Star 0 Code Issues Pull requests Construo interfaces performáticas com React e TypeScript, moldo APIs com Node.js e analiso tráfego de rede com o…

GitHub Information Security · 2026-07-20

B4dica / B4dica Star 0 Code Issues Pull requests Construo interfaces performáticas com React e TypeScript, moldo APIs com Node.js e analiso tráfego de rede com o olhar de quem entende tanto de UX quanto de SIEM. Estudante de Engenharia de…

Why important: Important because it can improve monitoring, detection engineering, dashboards, or SOC response workflows.

Open verified source ↗
apideveloper-communityfreshgithubsiem
AI · SIEM / SOC Detection10/10

Verbalizable Representations Form a Global Workspace in Language Models

arXiv cs.CL · 2026-07-20

arXiv:2607.15495v1 Announce Type: new Abstract: Out of everything the human brain processes, only a small fraction is consciously accessible, in the sense of being available for verbal report, deliberate control, and flexible reasoning. In this paper, we present evidence that an analogous functional distinction has emerged in large language models. Using a new interpretability technique, the Jacobian lens, we…

Why important: Important because it can improve monitoring, detection engineering, dashboards, or SOC response workflows.

Open verified source ↗
freshinferencemodelprimary/researchreasoningsoc
AI · AI Models / Research10/10

Cura 1T: Specialized Model for Agentic Healthcare

arXiv cs.AI · 2026-07-20

arXiv:2607.15314v1 Announce Type: new Abstract: Healthcare spans high-stakes communication, expert reasoning, and workflow execution, yet specialized LLMs that cover these use cases together remain limited. A healthcare model must handle patient consultation, clinical reasoning over text and images, interactive diagnosis, and electronic health record (EHR) tool use. These capabilities fail in different ways, and a…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
agentagenticbenchmarkfreshfrontiermodel
AI · AI Models / Research10/10

Safety and alignment in an era of long-horizon models

OpenAI Blog · 2026-07-20

OpenAI shares lessons from deploying long-running AI models, highlighting new safety risks, observed failures, and improved safeguards through iterative deployment.

Why important: Important because it is a primary-lab signal that may affect model capabilities, developer workflows, or enterprise AI planning.

Open verified source ↗
freshmodelopenaiprimary/lab
AI · AI Models / Research10/10

China’s AI models have Trump’s AI world at war with itself

MIT Technology Review AI · 2026-07-20

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Over the weekend, several current and former advisors to President Donald Trump on AI publicly lobbed insults at the country’s leading AI companies. David Sacks, the president’s AI and crypto “czar” until…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
freshmodelprimary/research
AI · Cloud / API / SaaS10/10

China delivers a one-two punch to America’s AI dominance

The Verge AI · 2026-07-20

China's leading AI companies are ramping up the pressure on Silicon Valley, as Moonshot and Alibaba unveiled models they claim can go toe-to-toe with the best from OpenAI and Anthropic at a fraction of the cost. The rapid-fire releases suggest America's lead at the AI frontier is increasingly tight, just as the technology is becoming […]

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
anthropicapifreshfrontiermodelopenai
Week 29, 202640 items · 24 cyber · 16 AI · 6 days · 28 sources
2026-07-195 items · 1 cyber · 4 AI
AI · AI Agents / Automation10/10

AI Coding Agents Fail at Teamwork

Stanford HAI News · 2026-07-19

HTML-discovered item from Stanford HAI News

Why important: Important because it may affect how developers build, automate, or operate AI-assisted systems.

Open verified source ↗
agentfreshhtml-sourceprimary/research
Cybersecurity · Critical CVEs / Patch10/10

Week in review: High severity WordPress vulnerabilities, fake OAuth IDs bypass sign-in logs

Help Net Security · 2026-07-19

Here’s an overview of some of last week’s most interesting news, articles, interviews and videos: Two new high severity WordPress vulnerabilities, patch immediately! The 7.0.2 WordPress security release addresses one critical and one high severity security issue. Cynative: Open-source deep research agent Running a large language model against a live cloud account to hunt for security holes comes with an obvious…

Why important: Important because exploitation is reported in the wild, increasing near-term risk for exposed systems.

Open verified source ↗
agentcriticalfreshlogsmetamodel
AI · AI Models / Research10/10

tirth8205/code-review-graph — Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with…

GitHub Trending Python · 2026-07-19

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and… · Language: Python · Stars signal: 551

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
benchmarkdeveloper-communityfreshgithubprimary/researchpython
AI · AI Models / Research10/10

Moonshot's Kimi K3 outperforms Fable 5 in frontend code but lags far behind in complex math

The Decoder · 2026-07-19

Moonshot's Kimi K3 is the first Chinese model to top the Code Arena: Frontend rankings, beating Claude Fable 5 and GPT-5.6 Sol by a wide margin. But on advanced math, the gap is stark: Kimi K3 scores only about 39 percent on FrontierMath Tier 4, while models from OpenAI and Anthropic hit close to 90. The article Moonshot's Kimi K3 outperforms Fable 5 in frontend code but lags far behind in complex math appeared…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
anthropicfreshfrontiermodelopenai
2026-07-182 items · 1 cyber · 1 AI
Cybersecurity · Critical CVEs / Patch10/10

WordPress Core "wp2shell" RCE flaws get public exploits, patch now

BleepingComputer · 2026-07-18

Public exploits have been released for the critical "wp2shell" remote code execution vulnerabilities affecting WordPress Core, making it imperative that administrators patch their sites immediately. [...]

Why important: Important because it points to patchable exposure or vulnerability intelligence that can drive remediation priorities.

Open verified source ↗
criticalfreshpatch
AI · Cloud / API / SaaS10/10

Your Period Tracker Is (Probably) Spying on You

WIRED AI · 2026-07-18

Plus: Russian cyberspies turn to infrastructure hacking, DHS repeatedly fails to realize it’d been hacked, a breach exposes an AI music generator’s scraping ways, and more.

Why important: Important because the source, timing, and topic suggest practical AI impact beyond routine news.

Open verified source ↗
apibreachfresh
2026-07-171 items · 1 cyber · 0 AI
Cybersecurity · SIEM / SOC Detection10/10

Three Steps to the Terminal: A Siemens ROX II Zero-Day Trilogy

Palo Alto Unit 42 · 2026-07-17

A technical analysis of three chained zero-day vulnerabilities in Siemens ROX II OT switches that allow privilege escalation and persistent root access. The post Three Steps to the Terminal: A Siemens ROX II Zero-Day Trilogy appeared first on Unit 42 .

Why important: Important because exploitation is reported in the wild, increasing near-term risk for exposed systems.

Open verified source ↗
recentsiemsiem/security-opszero-day
2026-07-164 items · 4 cyber · 0 AI
Cybersecurity · SIEM / SOC Detection10/10

Siemens SICAM 8

CISA Advisories · 2026-07-16

View CSAF Summary Multiple SICAM 8 products are affected by multiple vulnerabilities that could lead to denial of service, namely: - SICAM A8000 Device firmware - CPCI85 for CP-8031/CP-8050 - SICORE for CP-8010/CP-8012 - SICAM EGS Device firmware - CPCI85 - SICAM S8000 - SICORE Siemens has released new versions for the affected products and recommends to update to the latest versions. The following versions of…

Why important: Important because supply-chain issues can spread through trusted software, dependencies, or developer workflows.

Open verified source ↗
advisoryapicriticalcve-202firewallgithub
Cybersecurity · SIEM / SOC Detection10/10

Detecting common Linux privilege escalation techniques with Wazuh

Wazuh Blog · 2026-07-16

Privilege escalation is the process by which an attacker gains permissions beyond those assigned to their current account. On Linux systems, threat actors who gain initial access as a low-privileged user often exploit misconfigurations or weak security controls to obtain root or other privileged access. With elevated privileges, they can disable security controls, modify system […] The post Detecting common Linux…

Why important: Important because it can improve monitoring, detection engineering, dashboards, or SOC response workflows.

Open verified source ↗
linuxrecentsiem/security-opswazuh
Cybersecurity · Exploited / Zero-day10/10

CVE-2026-25089: Fortinet FortiSandbox — Fortinet FortiSandbox OS Command Injection Vulnerability

CISA KEV · 2026-07-16

Fortinet FortiSandbox, FortiSandbox Cloud, and FortiSandbox PaaS contain an OS command injection vulnerability that allows an unauthenticated attacker to execute unauthorized commands via specifically crafted HTTP requests. Required action due: 2026-07-19

Why important: Important because CISA lists this as known exploited; defenders should prioritize patching, exposure checks, and detection coverage.

Open verified source ↗
cve-202known-exploitedofficialpatch-priorityprimary/officialrecent
Cybersecurity · SIEM / SOC Detection10/10

Least privilege for AI agents: Identity, access, and tool binding

Microsoft Security Blog · 2026-07-16

As AI agents become more autonomous, strong identity, access, and auditing controls are critical to keeping them secure. The post Least privilege for AI agents: Identity, access, and tool binding appeared first on Microsoft Security Blog .

Why important: Important because it can improve monitoring, detection engineering, dashboards, or SOC response workflows.

Open verified source ↗
agentcriticalrecentsiem/security-ops
2026-07-1413 items · 8 cyber · 5 AI
Cybersecurity · Critical CVEs / Patch10/10

Adobe Patches Critical ColdFusion Vulnerabilities

SecurityWeek · 2026-07-14

The ColdFusion security defects could allow attackers to execute arbitrary code or elevate their privileges. The post Adobe Patches Critical ColdFusion Vulnerabilities appeared first on SecurityWeek .

Why important: Important because it points to patchable exposure or vulnerability intelligence that can drive remediation priorities.

Open verified source ↗
criticalfreshpatch
Cybersecurity · Critical CVEs / Patch10/10

Governments to enterprises: Improve your router security hygiene

CSO Online · 2026-07-14

Global security agencies say enterprises must clean up their act as Russian government-sponsored attackers exploit weaknesses in routers. According to a new multinational cybersecurity advisory , cyberattackers continue to exploit inadequately-protected and/or poorly-configured network devices via age-old tactics. Threat actors scan for weakened devices, typically routers, allowing them to “opportunistically”…

Why important: Important because it points to patchable exposure or vulnerability intelligence that can drive remediation priorities.

Open verified source ↗
advisoryagentcriticalenterprisefirewallfresh
Cybersecurity · SIEM / SOC Detection10/10

Microsoft Patch Tuesday for July 2026 — Snort rules and prominent vulnerabilities

Cisco Talos · 2026-07-14

Microsoft has released its monthly security update for July 2026, which includes 622 vulnerabilities affecting a range of products, including 57 that Microsoft marked as "critical". Microsoft notes that two of the vulnerabilities disclosed this month have been exploited in the wild. CVE-2026-56155 is an important-

Why important: Important because exploitation is reported in the wild, increasing near-term risk for exposed systems.

Open verified source ↗
criticalcve-202exploited in the wildfreshpatchrule
Cybersecurity · Ransomware / Extortion10/10

Treasury sanctions First VPN Service, others for abetting ransomware gangs

CyberScoop · 2026-07-14

The designations hit 1VPNS, its alleged Ukrainian administrator and a Belarusian who allegedly sold “cryptors” to disguise ransomware and other malware. The post Treasury sanctions First VPN Service, others for abetting ransomware gangs appeared first on CyberScoop .

Why important: Important because ransomware or extortion activity can quickly become an operational incident and backup/recovery priority.

Open verified source ↗
freshmalwareransomware
Cybersecurity · Exploited / Zero-day10/10

Microsoft July 2026 Patch Tuesday fixes massive 570 flaws, 3 zero-days

BleepingComputer · 2026-07-14

Today is Microsoft's July 2026 Patch Tuesday, and with it comes security updates for a record-breaking 570 flaws, including two zero-day vulnerabilities exploited in attacks and one publicly disclosed. [...]

Why important: Important because exploitation is reported in the wild, increasing near-term risk for exposed systems.

Open verified source ↗
freshpatchzero-day
Cybersecurity · Exploited / Zero-day10/10

SonicWall SMA appliances targeted in zero-day attacks (CVE-2026-15409, CVE-2026-15410)

Help Net Security · 2026-07-14

SonicWall has fixed two actively exploited vulnerabilities (CVE-2026-15409, CVE-2026-15410) affecting its Secure Mobile Access (SMA) 1000 Series appliances, and is urging customer organizations to upgrade to a fixed firmare version and search for evidence of potential compromise. If the outlined indicators of compromise are present on the system, the company advises re-imaging (hardware) or re-deploying (virtual)…

Why important: Important because exploitation is reported in the wild, increasing near-term risk for exposed systems.

Open verified source ↗
actively exploitedcve-202freshmetazero-day
Cybersecurity · Critical CVEs / Patch10/10

Microsoft Patch Tuesday July 2026 - The AI Acopolypse is Here , (Tue, Jul 14th)

SANS ISC · 2026-07-14

This patch Tuesday includes a staggering&#;x26;#;xc2;&#;x26;#;xa0;622 vulnerabilities, not including another 427 vulnerabilities in Chromium, affecting Microsoft&#;x26;#;39;s Edge browser. 62 of the vulnerabilities are rated critical. One was disclosed before today, and two have already been exploited.

Why important: Important because it points to patchable exposure or vulnerability intelligence that can drive remediation priorities.

Open verified source ↗
criticalfreshpatch
AI · AI Models / Research10/10

RouteRec: Strict Evaluation of Recommender-Agent Selection and Aggregation

arXiv cs.CL · 2026-07-14

arXiv:2607.09908v1 Announce Type: new Abstract: Recommender systems increasingly face a choice among heterogeneous agents -- collaborative filters, sequential models, content-based retrievers, and LLM-based rerankers -- yet no single agent is uniformly best. We study this choice as task-aware agent ranking under cost constraints using RouteRec, a framework that compares request-level hard selection with item-level…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
agentfreshmodelprimary/research
AI · AI Models / Research10/10

Interpreting Latent CoT Reasoning as Dynamical Systems

arXiv cs.AI · 2026-07-14

arXiv:2607.09698v1 Announce Type: new Abstract: Recent latent reasoning methods, such as CODI and COCONUT, face a fundamental interpretability problem: they maintain multiple superimposed candidate traces in the hidden space at each step, unlike explicit- CoT, which follows a single transparent reasoning trace. Existing mechanistic methods show compression, shortcuts, and superposition without explaining how…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
freshmodelprimary/researchreasoning
AI · AI Models / Research10/10

Google’s Demis Hassabis says it’s time for a global AI watchdog — led by the US

The Verge AI · 2026-07-14

Demis Hassabis thinks the world needs an AI watchdog with the power to hit the brakes if frontier models become too dangerous. Writing in a blog post, the Google DeepMind CEO and cofounder said the US should lead the initiative, arguing that the country is the best place to set global standards "given its economic […]

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
deepmindfreshfrontiermodel
2026-07-1315 items · 9 cyber · 6 AI
Cybersecurity · AI Models / Research10/10

Claude Code users keep 50% higher limits until July 19

Help Net Security · 2026-07-13

Anthropic has extended a limited-time promotion that increases weekly usage limits in Claude Code by 50% through July 19, 2026, at 11:59 PM PT. When the promotion ends, weekly usage limits will return to their standard levels without any changes to users’ plans or billing. The promotion is available to Pro, Max, and Team plans, as well as legacy seat-based users on Enterprise plans. Free plans and consumption-based…

Why important: Important because the source, timing, and topic suggest practical security impact beyond routine news.

Open verified source ↗
anthropicenterprisefreshmeta
Cybersecurity · Exploited / Zero-day10/10

CISA Adds One Known Exploited Vulnerability to Catalog

CISA Advisories · 2026-07-13

CISA has added one new vulnerability to its Known Exploited Vulnerabilities (KEV) Catalog , based on evidence of active exploitation. CVE-2008-4128 Cisco IOS Cross-Site Request Forgery Vulnerability This type of vulnerability is a frequent attack vector for malicious cyber actors and poses significant risks to the federal enterprise. Binding Operational Directive (BOD) 26-04: Prioritizing Security Updates Based on…

Why important: Important because CISA lists this as known exploited; defenders should prioritize patching, exposure checks, and detection coverage.

Open verified source ↗
apienterprisefreshpatchprimary/official
Cybersecurity · Cloud / API / SaaS10/10

Introducing Precursor: detecting agentic behavior with continuous client-side signals

Cloudflare Blog · 2026-07-13

Precursor, our new continuous behavioral validation engine for bot management, offers visibility into how humans and bots actually interact across the full user journey. By turning session-level behavior into bot detection signals, it identifies advanced automation with higher precision — while reducing friction for legitimate users.

Why important: Important because it may affect how developers build, automate, or operate AI-assisted systems.

Open verified source ↗
agentagenticautomationfresh
Cybersecurity · Critical CVEs / Patch10/10

Jurassic Park, cybersecurity and the dangerous myth of control

CSO Online · 2026-07-13

Jurassic Park wasn’t really about dinosaurs. It was about arrogant people building systems they believed were controllable. “Life finds a way” is probably the most famous line from the entire franchise. Ian Malcolm’s warning that no matter how sophisticated the technology becomes, no matter how expensive the fences are, and no matter how confident the operators feel, nature eventually escapes containment. And in…

Why important: Important because supply-chain issues can spread through trusted software, dependencies, or developer workflows.

Open verified source ↗
apiautomationcriticalfreshmodel
Cybersecurity · Exploited / Zero-day10/10

CISA warns of actively exploited RCE flaws in Joomla extensions

BleepingComputer · 2026-07-13

The U.S. Cybersecurity and Infrastructure Security Agency (CISA) is warning that attackers are exploiting vulnerabilities in the iCagenda and Balbooa Forms extensions for Joomla to achieve remote code execution through arbitrary file uploads. [...]

Why important: Important because exploitation is reported in the wild, increasing near-term risk for exposed systems.

Open verified source ↗
actively exploitedfresh
Cybersecurity · Critical CVEs / Patch10/10

Zimbra Patches Critical Code Execution Vulnerability

SecurityWeek · 2026-07-13

The flaw results in malicious code embedded in crafted emails being executed when the emails are opened. The post Zimbra Patches Critical Code Execution Vulnerability appeared first on SecurityWeek .

Why important: Important because it points to patchable exposure or vulnerability intelligence that can drive remediation priorities.

Open verified source ↗
criticalfreshpatch
Cybersecurity · Critical CVEs / Patch10/10

Officials once again warn defenders that Russian hackers are targeting network devices

CyberScoop · 2026-07-13

State-sponsored attackers are targeting critical infrastructure networks in defense, communications, energy, finance, government and health care. The post Officials once again warn defenders that Russian hackers are targeting network devices appeared first on CyberScoop .

Why important: Important because it points to patchable exposure or vulnerability intelligence that can drive remediation priorities.

Open verified source ↗
advisorycriticalfresh
Cybersecurity · Ransomware / Extortion10/10

VPN service favored by ransomware groups is sanctioned by US

The Record · 2026-07-13

The U.S. Treasury Department announced sanctions against First VPN Service (1VPNS) and its Ukrainian administrator for aiding ransomware groups. Separately, a Belarusian man was sanctioned for malware "cryptors."

Why important: Important because ransomware or extortion activity can quickly become an operational incident and backup/recovery priority.

Open verified source ↗
freshmalwareransomware
AI · AI Models / Research10/10

Creativity, honesty and designed forgetting emerge in small hyperbolic language models

arXiv cs.CL · 2026-07-13

arXiv:2607.09306v1 Announce Type: new Abstract: Language models are optimised for scale, yet remain functional rather than companionable, and as an assistant personalises into a companion, accumulating memory of one user, it quietly becomes someone, and can silently acquire traits that harm that user. What a companion is becoming, and what would make it worth becoming, has no reliable instrument: trained human…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
freshfrontiermodelprimary/researchtraining
AI · AI Models / Research10/10

Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading

arXiv cs.AI · 2026-07-13

arXiv:2607.08964v1 Announce Type: new Abstract: AI agents have become capable of autonomously completing short, well-specified tasks. However, existing terminal benchmarks largely focus on simple problems that finish within minutes and are evaluated only by their final outcome. This setup overlooks intermediate progress and partial solutions, yielding sparse reward signals and an incomplete picture of agent…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
agentbenchmarkfreshfrontiermodelprimary/research
AI · AI Models / Research10/10

What Anthropic’s latest AI discovery does—and doesn’t—show

MIT Technology Review AI · 2026-07-13

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Anthropic—currently the world’s most valuable AI company, with a nearly $1 trillion valuation—has a reputation for publishing strange and heady research. It’s looking into whether AI models can feel pain, for example,…

Why important: Important because it may change how teams evaluate model capability, cost, or deployment tradeoffs.

Open verified source ↗
anthropicfreshmodelprimary/research
📈

Monthly trend archive

Each month has separate AI and cybersecurity trend graphs. July 2026 is open; earlier months such as June are collapsed.

July 2026219 items · 136 cyber · 83 AI · 23 days · 44 sources · Current month trend graph is open by default

Cybersecurity monthly trend graph

07-0107-27
Critical CVEs / PatchSIEM / SOC DetectionExploited / Zero-dayGeneral Security / AIAI Models / ResearchDeveloper Tools

AI monthly trend graph

07-0107-27
AI Models / ResearchAI Agents / AutomationCloud / API / SaaSGeneral Security / AIDeveloper ToolsSIEM / SOC Detection
Cybersecurity · SIEM / SOC Detection8/10

Hydrolix – Weekly Recap - TipRanks

Google News: Splunk SIEM Security · 2026-07-04

Why important: High operational/security relevance based on recency, exploitability, official advisories, or incident impact.

Open verified source ↗
freshsiem/security-ops
Cybersecurity · Critical CVEs / Patch10/10

Gardyn IoT Hub

CISA Advisories · 2026-07-02

Why important: Important because it points to patchable exposure or vulnerability intelligence that can drive remediation priorities.

Open verified source ↗
apicriticalcve-202firewallgithublogs
Cybersecurity · SIEM / SOC Detection10/10

CubeSpace CW0057 Reaction Wheel

CISA Advisories · 2026-07-02

Why important: High operational/security relevance based on recency, exploitability, official advisories, or incident impact.

Open verified source ↗
criticalcve-202firewallgithubphishingprimary/official
AI · General Security / AI8/10

[AINews] not much happened today

Latent Space · 2026-07-02

Why important: Worth tracking for model/research/market signal based on source quality, recency, and likely developer or enterprise impact.

Open verified source ↗
primary/researchrecent
Cybersecurity · General Security / AI6/10

FIFA was saved this time

Reddit r/netsec · 2026-07-02

Why important: High operational/security relevance based on recency, exploitability, official advisories, or incident impact.

Open verified source ↗
recent
June 202643 items · 41 cyber · 2 AI · 9 days · 10 sources · Collapsed month — expand to view trend graph and items

Cybersecurity monthly trend graph

06-0106-30
General Security / AISIEM / SOC DetectionCritical CVEs / PatchCloud / API / SaaSAI Agents / AutomationAI Models / Research

AI monthly trend graph

06-0106-30
AI Models / Research
Cybersecurity · SIEM / SOC Detection10/10

OFFIS DCMTK Toolkit

CISA Advisories · 2026-06-30

Why important: High operational/security relevance based on recency, exploitability, official advisories, or incident impact.

Open verified source ↗
criticalcve-202firewallgithubphishingprimary/official
Cybersecurity · SIEM / SOC Detection10/10

Frangoteam FUXA SCADA/HMI

CISA Advisories · 2026-06-30

Why important: High operational/security relevance based on recency, exploitability, official advisories, or incident impact.

Open verified source ↗
apicriticalcve-202firewallgithubphishing
Cybersecurity · SIEM / SOC Detection10/10

Delta Electronics DVP12SE PLC

CISA Advisories · 2026-06-30

Why important: High operational/security relevance based on recency, exploitability, official advisories, or incident impact.

Open verified source ↗
advisorycriticalcve-202firewallgithubphishing
Cybersecurity · SIEM / SOC Detection10/10

StoneFly Storage Concentrator

CISA Advisories · 2026-06-30

Why important: High operational/security relevance based on recency, exploitability, official advisories, or incident impact.

Open verified source ↗
criticalcve-202firewallgithubphishingprimary/official
Cybersecurity · Cloud / API / SaaS6/10

Fintech link to Alpaca api

Alpaca Markets Forum · 2026-06-27

Why important: High operational/security relevance based on recency, exploitability, official advisories, or incident impact.

Open verified source ↗
api
Cybersecurity · General Security / AI5/10

Cost basis documents not sent

Alpaca Markets Forum · 2026-06-26

Why important: High operational/security relevance based on recency, exploitability, official advisories, or incident impact.

Open verified source ↗
source-quality/recency
Cybersecurity · General Security / AI5/10

Question about P&L

Alpaca Markets Forum · 2026-06-26

Why important: High operational/security relevance based on recency, exploitability, official advisories, or incident impact.

Open verified source ↗
source-quality/recency