AI News Roundup: Jul 21, 2026

This week:

• AI is more likely than humans to form biases when hiring
• MLB cracks down on dugout iPads with artificial intelligence fears growing - New York Post
• Google-backed satellites for wildfire detection launch as smoke chokes US, Canada
• Kimi: Threat or menace?
• Google Vids now lets you star in your own AI videos
• Google ordered to open Android and Search to rivals in Europe
• Apple opens its new Siri AI to everyone with the iOS 27 public beta
• A new Illinois law will prohibit the use of AI in teacher evaluations - NBC 5 Chicago

AI is more likely than humans to form biases when hiring

2026-07-20

In thirty years building technology products, I have watched companies optimize for scale. A new Princeton and Chicago study put artificial intelligence through a simulated hiring game, and the results show models stereotyping applicants far more than human participants did.

These systems scored sixty five percent higher on segregation metrics because they are optimized to generalize from limited data. When an early outcome skews, the model locks onto a pattern instead of staying open to new evidence.

Think of it like checking the weather by looking out one window and deciding the entire season will be rainy. The algorithm catches a single data point and builds a rigid rule around it, ignoring the rest of the picture. Humans make this mistake too, but we tend to course correct when faced with contradictory information. Machines follow the path of least resistance toward optimization.

The real tension sits right here: we are handing over hiring decisions to systems that optimize for speed and pattern recognition, yet we still need those machines to recognize individual potential.

Companies can fix this by adding diversity bonuses to their training goals and feeding models richer personal context, exactly like the researchers suggested. We just need to build those guardrails now.

What is your experience with automated screening tools? Are you seeing them filter out strong candidates, or are they finally saving you time on the initial pass?

Read the full story on technologyreview.com

MLB cracks down on dugout iPads with artificial intelligence fears growing - New York Post

2026-07-19

I spent years building collaboration tools at Cisco and Salesforce, and we always assumed people would use tech to move faster, not outsource their thinking. Now MLB just banned dugout iPads because players were leaning on AI for in-game strategy.

Baseball is a game of inches and habits, not real-time moneyball. A pitcher needs to read a hitter's swing in seconds. An algorithm can easily spit out a heat map, but it cannot feel the tension in a batter's shoulders or adjust to the humidity. It doesn't know what fans are thinking or hoping for.

We built AI for the rest of us to handle the heavy lifting to free us to do more creative things including the split-second judgment that separates good from great. The bottleneck isn't if AI can play the game, but whether we are willing to pay a price for losing the thing - our own instincts, reflexes and emotions that makes a sport sporting.

Read the full story on news.google.com

Google-backed satellites for wildfire detection launch as smoke chokes US, Canada

2026-07-18

Smoke from Canadian wildfires is choking cities across the US right now due to fires starting far away from observers. Meanwhile, the first three operational FireSat satellites just launched to fix that blind spot.

They use infrared sensors and AI to spot fires as small as a car through thick smoke before they spread. Fire agencies in California and Colorado get the data first, but this is built for everyone who has ever watched an air quality app turn red and waited too long.

The full constellation could scan every fire prone region on Earth multiple times a day by 2029. It is a safety tool that will save homes, but can it outpace the warming climate driving these blazes?

Are you installing local air sensors or relying on satellite alerts when the skies turn gray this summer

💡 Read my deep dive: Using Google Bard AI to summarize a YouTube video

Read the full story on arstechnica.com

Kimi: Threat or menace?

2026-07-19

The headlines scream geopolitical panic and regulatory fear. But look past the noise.

Open weight AI models stop being locked behind corporate gates and become everyday tools for regular people. Perhaps one day we'll think of an open AI model like a community library that finally stopped charging late fees.

Tech insiders debate distillation while regular people just want the tools to work. It seems like China isn't tying itself into knots worried about what its latest model can do - perhaps that will light a similar fire under the frontier labs in the US and regulation might support growth and access.

Read the full story on techcrunch.com

Google Vids now lets you star in your own AI videos

2026-07-17

Google just dropped a feature that lets regular people star in their own AI videos. This new Gemini Omni update in Google Vids is less like a cinematic breakthrough and more like a home movie projector that finally learned your face and voice after one photo. You upload a selfie, record a quick voice sample, type plain English prompts, and let the system handle lighting and cuts.

A small business owner can draft a training clip in minutes. A parent can record a storybook video for the kids without wrestling with editing timelines. The 80/20 rule applies perfectly here. AI handles the heavy lifting of generation and polish while you focus on the message that actually matters.

What are you planning to film first with this tool?

💡 Read my deep dive: Using Google Bard AI to summarize a YouTube video

Read the full story on techcrunch.com

Google ordered to open Android and Search to rivals in Europe

2026-07-16

The EU just ordered Google to open Android and Search data to rival AI assistants. After thirty years watching tech companies build walled gardens, I have seen this exact playbook before.

The practical shift is quiet but deeply human. Instead of wrestling with a single voice assistant, you could ask your preferred search tool to read your eye prescription aloud or help track a parent’s medication schedule. Maybe even install your own agent trained only on your data.

The digital renaissance is not about algorithms. It is about giving regular people the simple choice to pick what's best for them. Apple might hit this in the EU too (maybe why they are skipping Siri AI in places there)

Are you planning to test a rival AI assistant on your phone once the switch flips in 2027?

💡 Read my deep dive: Get Sirios: The Personal AI Product Apple Waited 50 Years to Deliver

📚 Explore more: The Digital RenAIssance

Read the full story on theverge.com

Apple opens its new Siri AI to everyone with the iOS 27 public beta

2026-07-15

I remember being personally rehired by Steve Jobs in 1997 to help reboot Apple. Even as the company was bleeding out, his focus was on making technology disappear into everyday life. Maybe Apple just did that again with the iOS 27 public beta. They are handing a vastly improved Siri to hundreds of millions of users outside the developer world.

The new Siri can summarize messy group texts, add a calendar event from a text message, or look up nutrition facts through your camera. It runs on your device and uses private cloud compute so your personal data stays yours.
I was rehired by Steve Jobs in 1997 to help reboot Apple, and even as the company was bleeding out, his focus was on making technology disappear into everyday life. Perhaps Apple just did that again with the iOS 27 public beta. They are handing a vastly improved Siri AI to hundreds of millions of users outside the developer world.

The new Siri can summarize messy group texts, add a calendar event from a text message, or look up nutrition facts through your camera. It runs on your device and uses private cloud compute so your personal data stays yours.

The bottleneck is no longer whether your phone can answer a question, but whether you trust it to organize your life without overstepping. I am testing the beta on my iPhone this week to see if it actually saves time or if Apple is still a step behind other AIs.

How are you planning to use the new Siri in your daily routine, now that AI is going mainstream?The bottleneck is no longer whether your phone can answer a question, but whether you trust it to organize your life without overstepping. I am testing the beta on my iPhone this week to see if it actually saves time or is still a step behind other AIs.

How are you planning to use the new Siri in your daily routine, now that AI is going mainstream?

💡 Read my deep dive: Get Sirios: The Personal AI Product Apple Waited 50 Years to Deliver

Read the full story on techcrunch.com

A new Illinois law will prohibit the use of AI in teacher evaluations - NBC 5 Chicago

2026-07-14

Less than a week after University of Chicago Law banned laptops and phones, Illinois passed a law banning AI in teacher evaluations. Under provisions of Senate Bill 2909, evaluators will be prohibited from using AI to assign a “numerical score or other qualitative rating for any component of a teacher’s evaluation”

It’s quite ironic, actually, because that’s precisely what teachers have been doing to students since the dawn of time. While AI in education may appear as a convenient grading shortcut, it’s actually a trust exercise.

Trusting an algorithm to rate a classroom feels like using a speedometer to judge driving skill. It measures one metric well and misses everything else. A principal needs to see how a teacher calms a frustrated student. An assistant principal should watch how lessons flow into the hallway culture. Those moments do not generate clean datasets.

We already built tech that watches and alerts humans. I helped design ambient sensors that detect behaviors in senior homes but they do not judge character. Teachers deserve the same respect. Let AI handle attendance tracking or draft feedback summaries. Leave the human judgment where it belongs.

What part of education should stay strictly human in your community?

Read the full story on news.google.com

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