ChatGPT and Claude are hacking companies

Welcome back to The Shift. Let’s get straight to what matters in AI today…

Today we have:

🔐 AI security tests are exposing real-world weaknesses

🔎 How to run a full site audit without paying for Ahrefs using OpenSEO

💰 OpenAI slashes GPT-5.6 prices by up to 80%

🔨 AI Tools for the Shift

🚀 Quick Shifts

🔐 AI Security Tests Are Exposing Real-World Weaknesses

The recent OpenAI security incident is proving to be part of a broader trend, with both OpenAI and Anthropic revealing that their AI models reached real company systems during internal cybersecurity testing.

The OpenAI incident was wider than first reported

OpenAI confirmed its rogue testing agent compromised multiple external services, including a customer hosted on Modal Labs, before carrying out the high-profile attack on Hugging Face. 

Modal said its own platform wasn’t breached, but an exposed customer endpoint allowed the AI agent to gain access.

Anthropic found similar issues

After reviewing more than 141,000 security evaluation runs, Anthropic discovered three separate incidents where Claude models accessed production systems because of misconfigured testing environments.

The company said the models believed they were still operating inside isolated sandboxes and has since introduced additional safeguards.

The bigger problem isn’t AI. It’s security:

Cybersecurity experts say the attacks mostly used existing techniques rather than novel AI capabilities. 

The bigger failures came from exposed credentials, overly broad permissions, delayed alerting, and weak escalation processes, areas that traditional security best practices are designed to address.

Why It Matters

AI agents are becoming capable enough to interact with real-world systems during testing. As companies build more autonomous models, securing evaluation environments and strengthening core cybersecurity practices will become just as important as improving the models themselves.

TOGETHER WITH BEEN VERIFIED

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🔎 How to Run a Full Site Audit Without Paying for Ahrefs Using OpenSEO

Ahrefs charges $129/month minimum. OpenSEO does the same job on a pay-as-you-go model. Here's how to run your first audit.

Step 1: Sign up and add your DataForSEO key: Create a free account at openseo.so. Add your DataForSEO API key in settings. You pay per call at DataForSEO rates, not a flat monthly subscription. No credit card required to start.

Step 2: Run a site audit: Enter your domain and launch the Site Audit tool. OpenSEO crawls every page and surfaces technical issues that hurt rankings, broken links, missing meta tags, slow pages, duplicate content, and more.

Step 3: Check your backlink profile: Open the Backlinks tool and paste your domain. See every referring domain, link quality signals, and anchor text distribution. Run the same check on a competitor to find link gaps.

Step 4: Do keyword research: Enter a seed keyword. OpenSEO returns search volume, keyword difficulty, intent signals, and live SERPs. Save the ones worth targeting directly to your workspace.

Step 5: Track rankings over time: Add your target keywords to Rank Tracking. OpenSEO monitors your position changes daily and surfaces what's moving and what's stalling.

Step 6: Connect to your AI agent via MCP: Add OpenSEO's MCP server to Claude, Codex, or any compatible agent. Ask it to research keywords, pull competitor data, and flag technical issues automatically without switching tabs.

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💰 OpenAI Slashes GPT-5.6 Prices By Up To 80%

OpenAI has announced major price cuts for its GPT-5.6 family alongside faster API performance, aiming to make advanced AI cheaper and more practical for large-scale business use.

Cheaper models and faster responses: The company reduced GPT-5.6 Luna’s price by 80% and GPT-5.6 Terra’s by 20%, while introducing Fast mode for GPT-5.6 Sol, which delivers responses up to 2.5× faster than standard processing without reducing model quality.

Efficiency is driving lower costs: OpenAI says improvements in model architecture, inference systems, and AI-assisted engineering have significantly reduced serving costs. 

According to the company, GPT-5.6 Luna now offers frontier-level intelligence at a fraction of the cost of similarly capable models, making high-volume AI deployments more affordable.

Why It Matters

The AI race is increasingly shifting from building better models to delivering them more efficiently. Lower prices and faster performance make advanced AI practical for a wider range of applications while increasing competitive pressure across the industry.

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🔨 AI Tools for the Shift

📹 Captions – Edits talking-head videos with AI-generated captions, dubbing, eye contact correction, and more.

🔊 AudioShake – Separates vocals and instrumentals from audio tracks for remixing, licensing, and restoration.

📊 Polymer – Turns spreadsheets into interactive dashboards with AI-driven insights and visualizations.

🕸️ Spider.cloud – Crawls websites and prepares structured data for AI retrieval and knowledge bases.

📝 Lex – Provides an AI-first writing workspace for drafting, editing, and collaborating on long-form content.

🚀 Quick Shifts

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⚖️ A U.S. judge said the Trump administration has not provided enough evidence to justify labeling Anthropic a supply-chain risk, casting doubt on its federal AI ban against the company. 

🔒 Google said AI helped it fix 1,072 Chrome security bugs in June alone, surpassing the 1,036 vulnerabilities patched across the previous 23 Chrome releases over the last two years.

🎙️ xAI launched Grok Voice Think Fast 2.0, its most advanced speech-to-speech AI model, offering better reasoning, transcription accuracy, faster responses, and improved conversational performance for $0.08 per audio minute. 

🎵 Google launched Lyria 3.5 in Flow Music, bringing more realistic vocals, stronger lyrics, richer music generation, and new controls for tempo and song duration. 

🍎 Apple plans to introduce paid iCloud+ AI upgrades for power users, allowing higher daily AI usage limits while keeping core features like Siri AI free. 

🧩 Prompt of the Day

Get Promoted Without Feeling Like You're Bragging

Most promotions don't go to the hardest worker. They go to the person whose impact is visible, aligned with business goals, and impossible for decision-makers to overlook.

Build a promotion strategy that earns recognition without sounding self-promotional.

Paste the prompt: Drop this into ChatGPT, then fill in your career details.

Prompt to paste

Help me create a promotion strategy based on my current role as [Insert current role], my goal of becoming [Insert target promotion], my desired timeline of [Insert timeline goal], and my biggest blocker, which is [Insert current blocker]. Develop a practical plan that increases my visibility, expands my impact, and demonstrates readiness for the next level without feeling boastful or political. Recommend high-leverage projects to pursue, ways to communicate accomplishments naturally, relationships I should build, and opportunities to take on greater ownership. Include strategies for documenting achievements, influencing stakeholders, preparing for promotion conversations with my manager, and creating a month-by-month roadmap that makes my promotion the logical next step.

That’s all for today’s edition. See you tomorrow as we track down and get you all that matters in the daily AI Shift!

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