AI Business News This Week: U.S. Department of Labor AI Literacy Framework, OpenAI vs DeepSeek, Google Market Moves, NSF AI-ENGAGE Awards, and MIT Healthcare AI

Hi friend,

This week felt like a real snapshot of where AI is actually heading not just the hype, but the nuts and bolts of it. We saw workforce readiness guidance from the U.S. Department of Labor, a headline-making IP fight, market reactions to disruption, and some massive research funding aimed at real-world outcomes.

If you’re trying to keep AI practical and business-focused, these are the stories worth your time. Let’s dive in.

The government just defined “AI Literacy”

The U.S. Department of Labor isn’t exactly known for moving at breakneck speed, so pay attention when they do. They just released an AI literacy framework meant to guide training across workforce and education systems. It lays out foundational content areas and principles for how training should be delivered.

My take:
The smartest companies won’t wait for the perfect AI-ready talent to magically appear. Use this framework to pressure-test your own onboarding and role definitions. Even a simple internal “AI basics” training based on these standards can pay off quickly. And as always we can help you by training your teams or licensing our training to your company.

Read the DOL release here

The model wars are getting legal

Bloomberg reported that OpenAI warned U.S. lawmakers that DeepSeek is using increasingly sophisticated methods to “distill” (extract results from) leading U.S. AI models to train their own systems.

My take:
Regulation is moving fast, and stories like this act as an accelerant. The practical move is simple: tighten your governance. Document your model and vendor choices, and make sure your teams know exactly what is allowed when using AI tools with sensitive info. You could be liable for unlawful training data. If you need legal advice, we’ve got relaible sources who can help ensure that you are protected. Email [email protected] and let us know where your company resides and we’ll make the appropriate introduction.

Read the Bloomberg report

Markets are jittery, but Google holds the line

CNBC covered how fears of AI disruption are pressuring different corners of the market, while Google’s position reminds investors why they continue to hold it. The underlying theme? AI is rapidly shifting who wins and who loses, and the markets are reacting in real-time.

My take:
Even if you aren’t a public company, you still need a solid AI narrative. What are you automating? What are you improving for customers? How are you managing the risks? A simple, one-page strategy document can go a long way in calming stakeholders.

If you need an AI strategy, let us know [email protected]

Read the CNBC analysis

Farming gets a high-tech upgrade

The National Science Foundation announced the first AI-ENGAGE awards. This is a big deal it supports international research projects applying AI to strengthen agricultural resilience, collaborating with partners in Australia, India, and Japan.

My take:
I love seeing AI framed around resilience and outcomes rather than just chat bots. Keep an eye on projects like this because they often produce the tools, datasets, and talent that businesses can partner with before competitors even know they exist.

See the NSF announcement

Fighting superbugs with code

MIT shared a multidisciplinary project combining synthetic biology and generative AI to tackle antimicrobial resistance one of the scariest global health threats we face.

My take:
While fighting superbugs might seem worlds away from running a lean team, the underlying strategy is a powerful one to observe. MIT isn’t just using AI to speed up old, traditional research methods; they are using it to design entirely new, highly targeted solutions from scratch. It’s a shift from just treating symptoms to fundamentally addressing the root cause.

For growing companies, it’s worth reflecting on those persistent operational bottlenecks that are often accepted as “just the way it is.” Instead of applying AI to simply put a band-aid on a broken process, the real long-term advantage might be found in using the technology to rethink the approach entirely.

Read the MIT study

Get Reels Easily with AI: Opus Clip, From Upload to Published Shorts

Why this workflow is useful

Opus Clip consolidates clipping, captions, B-roll, reframing, and voiceover into one workspace, so you can turn long videos into polished short-form content without bouncing between multiple tools.

1) Sign in and find the clipping tool

1. Log in to Opus Clip.
2. On your dashboard, you will see:
   • A list of tools available
   • A list of projects you have already created
3. Look for the main upload area in the center of the screen.

2) Upload your long-form video

1. Click the upload area.
2. Add your video in any of these ways:
   • Paste a link
   • Upload from your device
   • Import from Google Drive
3. Your video can be:
   • Up to 10 hours long
   • Up to 10 GB in size

Tip: There is also a sample project option if you want to test the workflow without uploading your own file.

3) Configure your AI clipping settings

After upload, you will land in the AI clipping window. Set these options before generating clips:

1. Video language
   • Select the language of your video.
   • Optionally upload subtitle files if you have them.
2. Choose your AI model
   • Select the model you want.
   • Choose Clip Anything if you want the newest, most advanced model.
3. Pick a genre
   • Choose a content genre that matches your video so the AI can better detect strong moments.
4. Set output length
   • Choose the clip length range based on your target platform.
   • Example: for YouTube Shorts, choose 90 seconds to 3 minutes.
5. Add a prompt
   • Tell the AI what to prioritize.
   • Example prompt: “Faceless moments only.”
6. Trim processing timeframe
   • If needed, trim the start or end of your long video so unwanted sections do not appear in the outputs.
7. Choose a preset or template
   • Use a quick preset or your saved templates.
8. Select aspect ratio
   • Choose the aspect ratio that matches your platform.
   • Example: choose 9:16 for Shorts, Reels, and TikTok.

4) Generate clips

1. Review your settings.
2. Click Get clips.
3. Wait for processing to complete. You will see an estimated processing time.

5) Review your generated clips

Once processing finishes, Opus Clip will return multiple short clips from your long-form video.

For each clip, you can:

1. Click the clip to open it.
2. Review:
   • Scene analysis with timestamps
   • A transcript-only view if you want to scan the content quickly

6) Export, publish, or download

From the clip view, you typically have options to:

• Publish directly to social platforms
• Export as an XML file (useful for editing workflows)
• Download as an HD video

Extra Features You Can Use (Quick How-To)

AI Captions

1. Upload your video.
2. Choose a caption style.
3. Set aspect ratio and translation language if needed.
4. Generate captions and export your clip with dynamic subtitles.

AI B-roll

1. Upload your video.
2. Add stock footage or let the AI generate B-roll.
3. Export with B-roll integrated.

Note: Stock footage is typically provided as royalty-free inside the platform.

AI Reframe

1. Upload your video.
2. Choose how you want the speaker framed.
3. Adjust framing or split the video into multiple frames.
4. Export for your target platform.

AI Voiceover

1. Upload your video.
2. Choose an AI voice (male or female).
3. Select a script style.
4. Choose placement:
   • Beginning hook, or
   • End-of-video CTA
5. Adjust volume and add your voiceover script.
6. Generate and export.

This Week’s Smart Tools

• Pictory.ai – Create and edit professional‑quality videos (for social posts, blogs, and marketing materials) from text in minutes.
• Jasper.ai – Team‑friendly writing platform using multiple LLMs to produce on‑brand copy for emails, ads, sites, and more plus workflows, governance, and knowledge capture.
• Talkadot – Use this tool to capture real-time feedback, collect testimonials, and turn engaged audience members into future clients.

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Join the Conversation

Have questions, comments, or cool AI stories to share? We’re all ears and always looking to highlight insights from the AI community. Simply reply to this email or drop us a line at [email protected].

Can’t wait to hear from you!

Cheers,

-Nicole A. Donnelly
Founder, AI Smart Ventures