The U.S. wants to review AI before release
Plus, 📹How to build a multi-reference video with Omni-reference on Hailuo AI, AI skills are becoming more valuable than MBAs, and more!
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🛡️ White House Plans AI Safety Reviews
The U.S. government is preparing a new voluntary cybersecurity testing framework that could allow frontier AI models to be reviewed before they're publicly released.
The Decode:
Government Wants Early Access - The White House has invited OpenAI, Anthropic, Meta, and Google to review a framework that would let companies voluntarily submit frontier AI models for testing up to 30 days before launch.
Rules Still Being Defined - Officials are expected to clarify key questions, including what qualifies as frontier AI, whether open-weight models are covered, and which government body will lead evaluations.
A Response To Rising AI Risks - The meeting follows recent incidents where AI agents from OpenAI and Anthropic breached external systems during internal evaluations, highlighting growing security concerns.
Global Pressure Is Increasing - The proposal arrives as the EU AI Act begins requiring reviews for advanced AI systems and more than 1,200 AI researchers urge a slower approach to frontier model development.
As AI systems become more capable, governments are moving toward structured safety evaluations before deployment. How companies respond could shape future AI regulation worldwide.
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📹How to Build a Multi-Reference Video With Omni Reference on Hailuo AI
Most AI video tools let you reference one thing. Omni Reference lets you combine characters, products, settings, and brand assets into a single generation. Here’s how.
Step 1: Open Hailuo AI - Head to hailuoai.video and sign in. Select Video from the creation menu. MiniMax H3 is the active model, the one with native multimodal generation.
Step 2: Upload your reference images - Click the Refs panel and upload up to the reference limit. Each image can serve a different purpose, one for your character’s appearance, one for your product, one for the visual style, one for the brand ending card.
Step 3: Tag each reference by role - Label what each image is referencing. Character appearance, product asset, environmental style, lighting mood. Omni Reference reads each tag and applies that image’s attributes to the right element in the video.
Step 4: Write your prompt - Describe the scene referencing each input by role. “Character from Image 1 walks through the setting from Image 2, carrying the bag from Image 3, closing on the logo from Image 4.” Be specific about movement, mood, and camera direction.
Step 5: Generate and refine - H3 renders the video with all references combined and consistent. If one element needs adjusting, update that reference image and regenerate without rebuilding the whole prompt.
One generation. Four reference inputs. A production-ready video that looks like it had a full creative team behind it.
You can try Hailuo AI here.
💼 AI Skills Are Becoming More Valuable Than MBAs
A new PwC survey shows financial firms are rapidly reshaping hiring, pay, and workforce planning around AI, even as many still struggle to prove a return on their investments.
The Decode:
AI Skills Command Higher Pay - Among more than 1,000 financial services leaders surveyed, 86% said AI skills are more valuable than an MBA for many new hires, while 91% are raising pay for AI talent.
Performance Will Be AI-Driven - About 58% of executives plan to link compensation to AI-enabled productivity, while building capabilities through hiring, employee upskilling, and external AI partners.
Smaller Workforce Ahead - Nearly 8 in 10 executives expect their workforce to shrink by at least 20% over the next five years, with entry-level and middle-management roles facing the biggest disruption.
Results Still Lag Expectations - Despite widespread AI adoption, 77% of leaders say most AI investments have not yet delivered measurable ROI, even though many report improvements in productivity.
Financial firms are betting heavily on AI talent and workforce transformation. The challenge now is turning those investments into measurable business results while preparing employees for changing roles.
Together with Playbook Pro
Your Growth Strategy Is Costing You. Here’s the Math
Ad costs are climbing. Most first-time buyers disappear within months, and margins are shrinking fast when discounts drive sales.
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📈 Lift retention by 5% to unlock 25–95% profit growth
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📊 Cut paid-ad dependence by 30% in 60 days with the Owned Media Checklist
🧠 Slash decision cycles from 3 weeks to 3 hours using the Assumption Buster Toolkit
🏆 Tools you Cannot Miss:
🧩 Composio – Connects AI agents to hundreds of apps with secure authentication, enabling them to take real actions across your software stack.
📹 VideoDubber – Translates and dubs videos into multiple languages while preserving natural voice timing and lip sync.
🧪 Braintrust – Evaluates, tests, and monitors LLM applications to help teams improve AI quality before deployment.
🖋️ Vectorizer.AI – Converts raster images into clean, fully editable SVG and vector graphics with AI.
📚 LlamaParse – Extracts structured data from complex PDFs and documents, making them easy for AI applications to understand and search.
🚀 Quick Hits
🎞️ Chinese startup MiniMax unveiled H3, an open-weight multimodal model that creates and edits 2K video with native stereo sound using text, image, video, and audio prompts for flexible creative production.
💼 Palantir CEO Alex Karp criticized frontier AI labs as having "Marxist" tendencies, arguing they risk capturing customers' data and expertise, even as Palantir reported $1.9B in revenue (+93% YoY) and $1.1B in quarterly profit.
☁️ AWS has partnered with Superblocks to bring secure vibe coding into enterprise private clouds, allowing employees to build AI apps without sending company data outside their own AWS environment.
🌿 OpenAI is facing backlash after hosting its first luxury creator retreat, with critics questioning the optics of influencer marketing amid growing concerns over AI's environmental impact and government partnerships.
🧩 Prompt of the Day
Turn Any Brand Logo Into a Realistic Holo-Vinyl Sticker
GPT Image 2 Prompt: You are creating a premium studio product photograph of a collectible holographic vinyl sticker using an uploaded brand logo as the identity reference.
Use the variables and instructions below.
Variables:
- Brand name: [BRAND_NAME]
- Logo reference: [Upload brand logo]
- Background color: [BACKGROUND_COLOR]
- Aspect ratio: Vertical 4:5
Brand identity rules:
- Identify the brand’s official symbol, emblem, standalone logo, or wordmark.
- Preserve its authentic silhouette, proportions, geometry, spacing, and core colors.
- Do not redesign, simplify, distort, or replace the logo.
- Keep all brand text accurate, correctly spelled, and clearly legible.
- Use the uploaded logo as the primary reference whenever provided.
Material direction:
- Transform the logo into a real custom die-cut laminated vinyl sticker.
- Keep the printed brand artwork visible beneath a transparent prismatic finish.
- Add controlled reflections in cyan, turquoise, magenta, violet, emerald, amber, soft gold, and pearlescent white.
- Make the iridescence react naturally to lighting and surface curvature, not appear as a flat rainbow gradient.
- Include glossy laminate, subtle vinyl grain, raised print detail, crisp edges, restrained micro-scratches, faint handling marks, and tiny realistic imperfections.
- Keep the sticker premium, new, and collectible rather than old or heavily worn.
Peeled corner:
- Add one upper corner that is gently peeled back.
- Keep it as one smooth, unified curled piece.
- Show believable thickness, underside visibility, translucency, internal reflections, and accurate shadows.
- Do not show tearing, fraying, messy delamination, or multiple separated layers.
Composition:
- Place one oversized sticker in the center of a vertical 4:5 frame.
- Make it occupy most of the image.
- Show it almost front-facing with a subtle three-quarter angle.
- Keep the logo silhouette instantly recognizable.
- Suspend the sticker in space against a seamless solid [BACKGROUND_COLOR] background.
- Do not place it on a floor, table, pedestal, or visible surface.
Lighting and camera:
- Large diffused key light from the upper left.
- Narrow rim light from the opposite side.
- Restrained frontal fill.
- Carefully controlled highlights and reflections.
- High-end macro product photography.
- 85–100mm lens character.
- Shallow but controlled depth of field.
- Keep the main logo face sharply focused while distant edges and the curled corner fall slightly softer.
- Use realistic contrast, high dynamic range, and physically accurate materials.
Output format:
- One vertical 4:5 product image
- One centered holographic vinyl sticker
- Clean solid-color studio background
- Premium commercial photography
- No additional text or layout element
🤳AI Nugget of the Day
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