Hello There!

Apple is celebrating its fiftieth birthday while desperately trying to catch up in the generative AI race. Meanwhile, fresh research proves that feeding a chatbot excessively long documents dramatically increases its tendency to confidently hallucinate facts. On the bright side of tech, Google just launched a dirt-cheap AI video generator named Veo 3.1 Lite to mock its retreating rivals.

Here's what's making headlines in the world of AI and innovation today.

In today’s AI Pulse

• 🧑‍💻 HubSpot AI Workshop – Build teams with AI, skip costly hires.

• 💼 Percent Private Credit – Invest in private credit with flexible terms.

• 📰 The Current Newsletter – Learn tech fast with daily five-minute reads.

• 🍏 Apple – Turns Fifty: Dommed By AI?

• ⚠️ Study – Long Contexts Increase AI Hallucinations.

• 📽️ Google – Unveils Affordable Veo Video AI.

• ⚡ Quick Hits – IN AI TODAY

• 🛠️ Tool to Sharpen Your Skills –🎓 AIGPE® 8D Problem Solving Expert (Accredited)

The coming years won’t just transform technology; they’ll reshape your home, your family life, and the control you have online.

Replace your first 4 hires with AI. Free workshop on April 8th.

Most early-stage founders can't afford their first four hires. Sales, marketing, dev, and support alone can run hundreds of thousands in salaries.

On April 8th, AI thought leader Heather Murray shows pre-seed and seed founders how to build all four functions using AI tools. Live, with demos, for free.

Register today and get a free AI tech stack worth $5K+ including Claude, AWS credits, Make, and 90% off HubSpot.

Save my free seat

Private Credit on Your Terms

Percent's secondary marketplace lets accredited investors buy into eligible deals or indicate interest in selling existing positions. Secondary market access in private credit is still rare. 16.72% current weighted average coupon. Terms start at 3 months. New investors can receive up to $500 credit.

See how it works.

^{Alternative investments are speculative. Secondary liquidity not guaranteed. Past performance not indicative. Terms apply.}

This Free Tech Newsletter Got Me Promoted At Work

Looking for a free tech newsletter trusted by the industry’s biggest names? Subscribe to The Current, a free daily tech newsletter written by Kim Komando to help you understand AI, keep up with tech news, and learn useful tips in just 5 minutes a day.

Subscribe For Free Today

🍏 Apple Turns 50 and Faces Its AI Moment

🧠The Pulse

Apple turned 50 and faces pressure to show it can remain a tech powerhouse in the AI age. Rivals like Alphabet and Microsoft are spending tens of billions on AI, and Apple’s delays in rolling out a new Siri have raised concerns that it was unprepared for the AI wave.

📌The Download

• Milestone anniversary – Apple celebrated its 50th birthday on April 1. The company, born in a garage, created the Mac, iPod and iPhone, transforming consumer technology. Now analysts say its future depends on showing it can lead in artificial intelligence innovation.

• AI catch‑up – Competitors like Alphabet and Microsoft are investing billions in generative AI. Apple has been slower to deliver features like a revamped Siri and cross‑app intelligence, prompting concerns it misjudged the AI revolution’s pace compared with rivals recently.

• Stock performance – Apple has been the second‑worst performer among the “Magnificent Seven” tech companies since ChatGPT launched. Analysts say some investors worry the company could lag as the AI era reshapes the competitive landscape, despite strong iPhone demand today.

• Future outlook – Apple is expected to introduce a revamped Siri and an “Apple Intelligence” suite at WWDC 2026. Analysts say the company’s next decades will hinge on how compelling its AI services become and whether it can outpace rivals’ rapid innovation and differentiation.

💡What This Means for You

Apple’s AI pivot will influence the tools you use every day. If the company delivers compelling assistants and cross‑app intelligence, productivity may improve. But slower innovation could push professionals to rival ecosystems. Stay aware of feature announcements and evaluate whether upgrading devices or services aligns with your workflow and budget.

🤯 Study Finds Hallucination Increases With Longer Contexts

🧠The Pulse

New research suggests large language models hallucinate more as input size grows. Zhipu AI’s GLM 4.5 hallucinated 1.2 % at 32 000 words but 3.2 % at 128 000 words, with errors predominating at 200 000 words. Researchers say hallucination is inherent to LLMs, raising doubts about using them for mission‑critical tasks in regulated industries.

📌The Download

• Scaling problem – Zhipu AI found its GLM 4.5 model hallucinated 1.2 % of tokens when processing 32 000 words but error rates rose to 3.2 % at 128 000 words and became prevalent at 200 000 words. The findings suggest bigger contexts worsen hallucination.

• Inherent limitation – Experts argue hallucination is inherent to the next‑token prediction mechanism. More compute or data may reduce frequency but cannot eliminate the probabilistic nature that generates false statements. Hallucination increases with context length and complexity, according to researchers.

• Use‑case restrictions – Hallucination could limit LLMs in mission‑critical areas like accounting, law or medical diagnostics. High‑priced models may be no more reliable than cheaper or open‑source alternatives for everyday tasks, raising questions about the business case for AI subscriptions.

• Industry implications – The research fuels skepticism about predictions that AI will replace jobs. While contexts are attractive for document summarization and codebases, unresolved hallucination could force companies to keep humans in the loop and slow progress in regulated industries.

💡What This Means for You

This research reminds professionals not to overtrust chatbots. When using large language models, verify outputs and consider human oversight, especially for legal or financial tasks. Cheaper models may suffice. Keep an eye on advances but don’t assume larger contexts mean greater reliability. Train teams to validate AI suggestions carefully first.

📽️ Google Unveils Veo 3.1 Lite and Fires Back at Sora

🧠The Pulse

Google launched Veo 3.1 Lite, a budget‑friendly AI video generator that costs less than half of its previous model. The upgrade supports text‑to‑video and image‑to‑video, offers flexible aspect ratios and resolutions, and arrives alongside a price cut for the more capable Veo 3.1 Fast. The release with a jab at OpenAI after Sora’s shutdown.

📌The Download

• Affordable upgrade – Google’s Veo 3.1 Lite costs less than 50 % of the Veo 3.1 Fast model and matches its speed. The lite version targets developers building high‑volume AI video applications needing to control costs without sacrificing performance for reach.

• Flexible formats – Veo 3.1 Lite supports both text‑to‑video and image‑to‑video generation. It allows developers to choose landscape 16:9 or portrait 9:16 aspect ratios and outputs at HD 720p or full HD 1080p to suit different creative needs.

• Versatile clip lengths – Developers can generate clips of four, six or eight seconds. Veo 3.1 Lite is available via the paid Gemini API and Google AI Studio. Google will slash Veo 3.1 Fast prices starting April 7 for reach.

• Competitive context – The launch included a subtle dig at OpenAI’s Sora shutdown, with a Google executive declaring “video’s here to stay.” By lowering entry costs, Google aims to entice developers as rival AI video tools collapse or retreat globally.

💡What This Means for You

As affordable AI video generation matures, professionals will gain easier ways to create multimedia content. Veo 3.1 Lite points to accessible creative tools integrated with chatbots. Use such services to enhance presentations or marketing, but watch usage costs and ensure compliance with corporate content policies and intellectual property guidelines too.

IN AI TODAY - QUICK HITS

⚡Quick Hits (60‑Second News Sprint)

Short, sharp updates to keep your finger on the AI pulse.

• CRO Stocks Plunge Amid Overblown AI Fears: Shares of contract research organisations (CROs) slid after tech firms unveiled advanced AI agents, triggering fears drugmakers would internalise clinical trials. Analysts say these worries are overblown; CROs provide patient recruitment networks and proprietary data that AI cannot replace, and fully automated trials would only save 10–15 % at best currently.

• California Orders AI Safeguards for State Contractors: California Governor Gavin Newsom signed an executive order requiring companies seeking state contracts to implement safeguards against AI misuse, including watermarking AI‑generated media and addressing harmful bias. The order calls for new vendor certifications within 120 days and allows state review of federal supply‑chain risk designations amid rising ethical concerns.

TOOL TO SHARPEN YOUR SKILLS

📈Improve Processes. Drive Results. Get Certified.

👩‍🎓 AIGPE® 8D Problem Solving Expert (Accredited)

Learn how to solve tough problems with the 8D method clearly and simply. Discover how to find the real cause of issues, fix them with the right actions, and make sure they don’t come back. Build confidence to lead teams and create lasting improvements.

Enroll Now

🙌 About Us

AI Pulse is the official newsletter of AIGPE®. Our mission: help professionals master Lean, Six Sigma, Project Management, and now AI, so you can deliver breakthroughs that stick.

Love this edition? Share it with one colleague and multiply the impact.
Have feedback? Hit reply, we read every note.

See you next week,
Team AIGPE^®