{{first_name | Leader}}, welcome back. Today’s updates:
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Benchmark eyes $180M valuation for Greptile AI code-reviewer
DuckDuckGo lets users hide AI-generated images in search
Confident Security exits stealth with a “zero-leak” chat sandbox
Practical tools + must-read resources. Dive in ⬇️
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NEWS UPDATES
Benchmark eyes $180M valuation for Greptile AI code-reviewer
VC firm Benchmark is in late talks to lead Greptile’s Series A, valuing the young startup at about $180 million. Greptile scans pull requests, flags bugs, and suggests fixes before humans look.
Secure code remains a board-level KPI; automated reviewers can cut cycle time and slash security surprises. Watch this space—if Greptile lands benchmark capital, rivals will race to bundle similar features into your existing tooling.
DuckDuckGo lets users hide AI-generated images in search
A new filter removes synthetic pictures from results, showing only “real” photos. The switch is off by default but could expand if users opt in.
Brands that rely on authentic imagery or want to avoid deep-fake backlash, should tag assets clearly. Search engines may reward verified originals while shunting AI knock-offs to a separate tab.
Confident Security exits stealth with a “zero-leak” chat sandbox
Stepping out of stealth, Confident Security unveiled a “chat sandbox” that encrypts every prompt and response, promising no data leaves the secure zone. Two global banks and a health-tech provider are already piloting ahead of a public beta later this year.
If you handle regulated data—think HIPAA or PCI—the sandbox could let teams run LLMs without lengthy compliance sign-offs. Run a quick trial with sensitive records: if the audit log stays clean, you can move AI projects from lab to production faster.
BEST LINKS
Productivity Tools
📬 SaneBox – Keep only must-read email in your inbox; auto-sort the rest
📧 RegieAI – Write and schedule personalised sales emails at scale
🗂️ Taskade AI – Chat, plan, and track tasks in one AI workspace
🎞️ Trolly AI - Helps to create professional SEO articles, 2x faster.
Get featured tomorrow: How do you use AI for business/personally? Interesting stories will be shared with 100K curious readers.
Useful Resources
Check five must-do steps before building your own foundation model (link)
Fix reward-model weaknesses with a new open-source audit tool (link)
Run better AI-powered meetings with quick agent templates (link)
Avoid common mistakes when selling AI tools to developers (link)
Explore OpenAI’s guide to building ChatGPT agents (link)
STRATEGIC AI DECISION
A cryptographic “chat sandbox” like Confident Security’s helps enterprises mainly by:
MARKET
💰 Funding
BrightAI raises $51M to bring computer vision and autonomy to warehouses and retail spaces.
Callidus Legal AI raised $10M to automate core litigation workflows.
💼 Who’s Hiring in AI
🐦 The Future of AI
Elon Musk literally breaks down the future of AI and space in 1 hour
— #Aadit Sheth (#@aaditsh)
4:00 AM • Jul 21, 2025
PROMPT TUTORIAL
Designing a Rapid Efficiency Roadmap
You are a pro ops-optimization architect tasked with crafting a rapid-efficiency roadmap. Identify the biggest waste in [OPERATIONS_AREA] and quantify its drag on cost, speed, or quality. Calibrate your guidance for a [ORG_CONTEXT], factoring constraints like legacy tools, compliance load, or seasonal peaks. Recommend a lean intervention, map the next two sprints, and project the lift in [PERFORMANCE_TARGET].
Operations Area: [Insert here]
Organisational Context: [Insert here]
Performace Target: [Insert here]
P.S. You can still get the Prompting Playbook (free for you)
Stay curious, {{first_name | leaders}}
PS. If you missed yesterday’s issue, you can find it here.