From Code Leaks to Cyber attacks: What It Means for AI Product Strategy in Cybersecurity?
Daily Briefing for PMs #15 | April 01, 2026 | PM Interview Prep Club
Hello, PMs and aspiring PMs! Here’s your weekly dose of product insights to sharpen your interview game.
Section 1: 🗞️ Big Stories to Know
Anthropic is having a month
Anthropic, known for its careful approach to AI, accidentally exposed nearly 2,000 source code files and over 512,000 lines of code for its Claude Code software package. This followed another incident the previous week, where nearly 3,000 internal files were made publicly available. The leaked code revealed the architectural blueprint for Claude Code, a command-line tool that lets developers use Anthropic’s AI to write and edit code.
What PMs can learn from this:
Even companies with a strong reputation for safety can make critical errors, so process matters.
A PM at Anthropic could have pushed for more rigorous pre-launch checks, including automated security scans and multi-stage approvals, to catch the packaging issue before release.
This highlights the tension between speed and security in AI development, a challenge every PM in the space needs to navigate.
Robotaxi companies refuse to say how often their AVs need remote help
Senator Ed Markey investigated seven autonomous vehicle companies, including Waymo, Tesla, and Zoox, to determine how often their vehicles require remote assistance. All seven companies refused to disclose this information. Markey’s office reported a “stunning lack of transparency” and significant variation in safety practices across the industry, including operator qualifications and response times.
What PMs can learn from this:
Transparency is becoming a key concern for regulators and the public, especially in safety-critical applications like autonomous vehicles.
A PM at one of these companies could have advocated for a phased disclosure strategy, starting with aggregated, anonymized data to build trust while protecting competitive information.
This illustrates the broader challenge of balancing innovation with ethical considerations and regulatory scrutiny in emerging technologies.
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Section 2: 🤖 AI & Tech Shifts
Salesforce announces an AI-heavy makeover for Slack, with 30 new features
Salesforce unveiled an updated version of Slack with 30 new AI features, including a significant upgrade to Slackbot. The update includes reusable AI skills, allowing users to define specific tasks for Slackbot that can be applied in various scenarios. Slackbot can now also transcribe and summarize meetings, and it functions as an MCP client, connecting to services like Agentforce.
What PMs can learn from this:
AI is rapidly transforming workplace productivity tools, and PMs need to understand how to integrate AI to create more efficient and user-friendly experiences.
A PM on the Slack team could have focused on user education and clear communication about privacy protections, given the bot’s ability to monitor desktop activities.
This reflects the industry-wide trend of embedding AI into existing platforms to enhance functionality and drive user engagement.
Mercor says it was hit by a cyberattack tied to the compromise of the open-source LiteLLM project
AI recruiting startup Mercor confirmed a security incident linked to a supply chain attack involving the open-source project LiteLLM. The hacking group Lapsus$ claimed responsibility for stealing data from Mercor, including Slack data and conversations between Mercor’s AI systems and contractors. Mercor contracts specialized domain experts, such as scientists and doctors, from markets including India to train AI models for companies like OpenAI and Anthropic.
What PMs can learn from this:
Supply chain vulnerabilities are a growing threat, especially for companies relying on open-source software and third-party data.
A PM at Mercor could have implemented more stringent security audits of their dependencies and better data encryption practices to protect sensitive information.
This highlights the importance of building security into every stage of the product development lifecycle, not just as an afterthought.
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Section 3: 📊 Market & Business Pulse
OpenAI, not yet public, raises $3B from retail investors in a monster $122B fund raise
OpenAI closed a $122 billion funding round at an $852 billion valuation, with $3 billion coming from retail investors. The round was co-led by SoftBank and Andreessen Horowitz, with participation from Amazon, Nvidia, and Microsoft. OpenAI claims to be generating $2 billion in revenue per month and has over 900 million weekly active users in consumer AI.
What PMs can learn from this:
OpenAI’s massive valuation and revenue growth demonstrate the enormous potential of the AI market and the increasing investor interest in the space.
A PM at OpenAI could focus on scaling infrastructure and expanding into new markets, given the company’s strong financial position and user base.
This reflects the broader trend of AI companies attracting significant investment and disrupting traditional industries.
Toyota’s Woven Capital appoints new CIO and COO in push for finding the ‘future of mobility.’
Toyota’s Woven Capital appointed Michiko Kato as CIO and Mia Panzer as COO, signaling a renewed focus on investing in the “future of mobility.” Woven Capital is the growth-stage venture capital arm of Toyota, focused on backing founders building in mobility, including space, cybersecurity, and autonomous driving. The firm seeks to find companies that are “collaboration partners with Toyota.”
What PMs can learn from this:
Corporate venture capital is playing an increasingly important role in shaping the future of technology, and PMs should be aware of the investment priorities of major companies like Toyota.
A PM at a mobility startup could explore potential partnerships with Toyota, given Woven Capital’s focus on collaboration.
This illustrates the broader trend of established companies investing in emerging technologies to stay ahead of the curve.
These stories highlight the exciting, and sometimes precarious, intersection of innovation, security, and market dynamics that PMs must navigate in today’s tech landscape.
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