The Work You Can't Check: Why Verifiability Decides Where AI Creates Value
Some work you can check in seconds; some you never can. Verifiability is the hidden dial that decides where AI creates value — and where it merely stalls.
Funding rounds, leadership changes, incidents, new capabilities and announcements across the vendors in this catalog — collected automatically from vendors' own public feeds. Product release versions are on their own page, so the landing feed here never reads as one vendor's changelog.Where this comes fromEvery item links to the vendor's own published source: a GitHub release feed, a changelog, a status page, an SEC filing or a company blog. Nothing here is written or editorially reviewed by 0-Doubt, and nothing is a recommendation — it is machine-collected public record, labelled the same way as all other baseline content on the platform. Coverage is uneven by design: a vendor that publishes no public feed will not appear, and that absence is not a judgement about the vendor.
1,008 matching stories — announcement, in Security Orchestration, Automation & Response (SOAR) — showing up to 3 per vendorPer-vendor capWhile browsing, no single vendor may fill more than three slots on any one page, so a vendor with a chatty release cadence cannot buy the page you are looking at. That means a page can render fewer stories than the count above. Searching a headline or naming a vendor turns the cap off, because then you have asked to see everything that matches.
Some work you can check in seconds; some you never can. Verifiability is the hidden dial that decides where AI creates value — and where it merely stalls.
What is an Audit Plan? An audit plan is a documented roadmap that outlines the overall strategy, scope, objectives, resources, timeline, and detailed procedures for conducting an audit engagement. It transforms high-level audit strategies into actionable steps that guide the audit team from planning through to reporting and follow-up. Featured Snippet — What is an... The post Audit Plan: Complete Guide to Audit Planning, Process, Steps, Templates & Best Practices 2026 appeared first on ASPI
Legacy SOAR is being sunset, absorbed, or succeeded. The 10 best SOAR alternatives in 2026, compared on execution depth, autonomy, and migration path. The post Best SOAR Alternatives in 2026: The Agentic Platforms Replacing Legacy SOAR appeared first on D3 Security.
Over the last ten days, OpenAI and Anthropic disclosed incidents that may become a watershed moment for cybersecurity. Not because AI discovered an entirely new way to attack systems. We already knew frontier models could write exploits, analyze malware, and reason about complex attack paths. The real question was what would happen when highly capable […]
Police flag 4,000 URLs to disrupt The Com, theft victims sue Apple over a $1.8M wallet scam, and OpenAI and Anthropic models reach real systems in cyber tests.
A per-org knowledge graph plus vector memory, and the fight to keep it from poisoning an investigation with last month's stale state.
The recent OpenAI and Anthropic cyber incidents taught us something that I don’t think the industry is talking about enough. Everyone focused on the vulnerabilities. I think they’re focusing on the wrong thing. Yes, OpenAI’s models discovered and exploited a previously unknown vulnerability to escape their evaluation environment. That was a remarkable achievement and an […]
Black Hat USA returns to Mandalay Bay in Las Vegas this August, bringing together security practitioners, researchers, and leaders from around the world. Rapid7 will be there in the Business Hall, with new capabilities, live demonstrations, expert-led sessions, and two days of activities at the Border Grill.This year, our focus is preemptive security: helping security teams anticipate credible risk, respond at machine speed, and maintain an accurate view of their security and compliance posture
Anthropic shipped Claude Opus 5, and on the Cyber Defense Benchmark it retakes #1 at 45.1% coverage — knocking GLM 5.2 out of the top 5. The bigger story: 0 refusals across all 26 campaigns, an offense-vs-defense capability gap that inverts by task, and Anthropic owning the whole token-efficient defense frontier.
The follow-up to the Hugging Face breach is a disclosure from Anthropic
Data scientists from the Sophos AI team will present two research talks at BSides Las Vegas
IDC has named Rapid7 a Leader in the 2026 Worldwide Managed Detection and Response Service for Midmarket 2026 Vendor Assessment (Doc #US52992326, July 2026). We believe this recognition and research highlights where MDR is heading.Many security programs are still built around a reactive sequence of detect, triage, and respond, but the timelines surrounding modern attacks have changed too quickly for that model to hold up on its own. Time-to-exploit has dropped from two years to 22 hours, while e
Sumo Logic Cloud SIEM runs about $340,800 in year one at 100 GB/day. Here's how credits, burn rates, and multipliers work - and how to cut the bill. The post Sumo Logic SIEM Pricing: What Cloud SIEM Actually Costs appeared first on Realm Security.
Articles comparing Kimi K3 with Claude Fable 5 often describe the result as Kimi competing with Claude. That comparison sounds reasonable because each name…
07/30/26 TL; DR Practitioners don’t want “AI for AI’s sake”—they want an agent that can explain complex incidents clearly with concise, contextual issue summaries. Root cause assist is critical because it turns mountains of telemetry and correlated alerts into a short list of plausible causes ... The post What Practitioners Really Want from an AI Agent in IT appeared first on SolarWinds Blog.
07/30/26 Originally published Sept. 10, 2024, and updated July 25, 2026. IT support isn’t one-size-fits-all — here’s how to know which model fits your team. In IT support, “help desk” and “service desk” get used interchangeably all the time. But these are two distinct functions, ... The post Help Desk vs. Service Desk: Understanding the Key Differences and Why a Service Desk is the Future appeared first on SolarWinds Blog.
Moonshot's new open-weight flagship is #1 on WebDev Arena, beating Claude Fable 5 and GPT 5.6 Sol Max in blind human votes. On the Cyber Defense Benchmark it lands #7 of 22 at 33% coverage — the best Kimi yet, but behind open-weight leader GLM 5.2 on coverage, cost, and speed. Why general capability doesn't transfer to defense, and what would close the gap.
Integration Platforms vs. DIY: Why Managed APIs Cost Less Than Building In-House The post AI Can Write the Integration, but AI Can’t Own the Integration. first appeared on Synqly.
Embed Security Named Finalist In Cyber Defense Magazine’s 14th Annual InfoSec Awards LAS VEGAS, NEVADA (CYBERDEFENSEWIRE) July 29, 2026 – Embed Security, the security noise cancellation® leader for Security Operations teams has been named a finalist in both the Top InfoSec Innovator Awards and Top 25 Most Innovative Cybersecurity Companies in The World 2026 by Cyber […] The post Embed Security Named Finalist of the Coveted Top 25 Most Innovative Cybersecurity Companies In The World 2026 ap
Chile's Ley 21.663, the Ley Marco de Ciberseguridad, is now in force, and it requires operators of essential services to report a serious incident within three hours. Our guide covers who must comply, the reporting deadlines, the fines, and how to keep up without doing it all by hand. The post Ley 21.663: Chile’s Cybersecurity Framework Law Explained appeared first on Zynap.
What Happened When the Defenders Needed AI Too When we first wrote about the Hugging Face incident, most of the story was still unfolding. The biggest revelation was that this wasn’t another breach. It was a fully autonomous attack chain, executing thousands of actions without human direction. A week later, one of the most important […] The post The Hugging Face Incident, One Week Later appeared first on Bricklayer AI.
The scenario is all too familiar for any cybersecurity professional: It’s late in the day, and a critical zero-day vulnerability is disclosed. When this happens, CISOs from every industry immediately turn to their Security Operations Centers (SOC) with the single most important, and often most difficult, question: "Are we exposed?”Answering questions like these when zero-days drop tends to trigger a frantic, high-stress fire drill. Analysts scramble to cross-reference outdated Configuration Mana
The release of Kimi K3 should change the cybersecurity conversation. Not because Kimi K3 is now the world’s most capable AI model. It is not. Not because it can reliably compromise any enterprise it targets. The evidence does not support that conclusion either. Kimi K3 matters because it brings frontier-adjacent reasoning, coding and autonomous execution […]
One year on from our last Secure by Design update, we’re changing the format: deeper, per-product updates. First up: the firewall.
Our mission is to be the cybersecurity partner of choice, protecting our digital way of life. Fulfilling that mission demands that we continually ensure our customers’ trust and instill confidence in our … The post Palo Alto Networks Achieves Global CBPR and PRP Certifications appeared first on Palo Alto Networks Blog.
07/28/26 Finding a slow workload is only the start. In SAP HANA environments, teams still need to decide what to change first and how to reduce risk. Query tuning and blocking analysis help make that decision. Together, they provide evidence for safer performance improvements. Start ... The post SAP HANA Under Pressure, Part 2: How to Tune Queries and Resolve Blocking appeared first on SolarWinds Blog.
Connected, governed data is the foundation for meaningful AI outcomes If you lead corporate security today, you’ve probably been asked some version of the same question more than once: What’s your AI strategy? It’s a fair question. Your board and executive team are watching AI reshape nearly every function across the enterprise, and they want… The post Foundation First: What It Takes for Security Teams To Be AI-Ready appeared first on Ontic.
Loading the Elevenlabs Text to Speech AudioNative Player... Swarm AI is becoming a prominent term in AI marketing, often presented as a meaningful advance…
Introduces Multi-Agent Context Engineering (MACE), collaborative investigative workspaces, and enterprise governance for the modern SOC ARLINGTON, VA – (PR Newswire) – Bricklayer AI today unveiled new platform capabilities for deploying... The post Bricklayer AI Partners with ACTRA to Power Intelligence-Driven Security Operations with Agentic AI appeared first on Bricklayer AI.
Embed Security has successfully completed its annual SOC 2 Type II examination. The audit was conducted by Advantage Partners, an independent certified public accounting firm, and covers the Trust Services Criteria for Security and Confidentiality. The renewed report confirms that our security controls continued to operate effectively across the full audit period, not just on […] The post Embed Security Reinforces Its Commitment to SOC 2 Type II Compliance appeared first on Embed Security.
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Authorities arrest Kratos's developer, HollowGraph hides C2 in 2050 calendar events, and OpenAI's models breach Hugging Face to steal benchmark answers.
Transform expert SOC analysis into an on-demand AI capability to empower all analysts and accelerate threat resolution.
Preemptive cyber operations describes a shift, from reacting to threats to getting ahead of them. Written for MSSPs and enterprise security teams, this guide covers what the term means, how it builds on CTEM, what a metric like MTRER adds to the ones you already track, and five questions worth asking any platform, ours included, before you count on it to reduce exploitable risk. The post Preemptive Cyber Operations: 5 Questions to Ask Before You Buy appeared first on Zynap.
ClearFake claims the crown again and CastleLoader debuts in this month’s edition of Intelligence Insights.
CrowdStrike doesn't publish NG-SIEM pricing, but two public sources put it at $2,170+ per GB/day per year. Here's how it's priced and how to cut the bill. The post CrowdStrike NG-SIEM Pricing Explained (+ How to Cut Costs) appeared first on Realm Security.