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Artificial Intelligence Education Innovation Reading Technology

Latest Read: The AI Advantage

The AI Advantage: How to Put the Artificial Intelligence Revolution to Work by Tom Davenport. Tom has written several well respected books. Reading Competing on Analytics in 2008, provides me stellar view of business metrics. Keeping Up with the Quants and Big Data at Work both reveal deep insights every organization must absorb to understand predictive analytics and big data. Surprisingly, the AI Advantage falls flat by comparison.

the ai advantage

The book’s pitch is well researched, yet there is a surprising lack of unique cases compared to his three books above. Likewise, the opening chapter “Artificial Intelligence Comes of Age—Slowly” provides a general overview to IBM’s Watson. Small hits, and yet a larger unfocused ability of Watson to move the needle on cancer research.

The promise of AI’s subset, machine learning (ML) is very over-promoted across today’s IT sales marketplace. The opening chapter reveals some deep AI shortcomings that should not be ignored.

Meanwhile, examples throughout the book refer to the Robotic Process Automation (RPA), a somewhat flavor of machine learning. Likewise, this extends into Chapter 2: AI in the Enterprise, the impact of AI for knowledge workers. This type of technology advance is impacting a cognitive advantage in healthcare.

Surprisingly, The AI Advantage released in 2018. But the role of AI driven Deep Fakes is missing. Launched in 2014, Generative Adversarial Network (GAN) technology may indeed be the most contested application of ML.

16 Million views of a Deep Fake application on YouTube

While amusing for movies and celebrities, certainly there are significant impacts upon society regarding government, corporations, and foreign relations. Shockingly the manipulation of voice has already resulted in financial transfers to criminal organizations.

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Design Education Google Innovation Reading Technology

Latest Read: Work Rules

Work Rules!: Insights from Inside Google That Will Transform How You Live and Lead by Laszlo Bock. Laszlo was the Senior Vice President of People Operations at Google.

Work Rules!

Bock’s audience is threefold: Managers, HR professionals, and Employees. For example, Bock is suggesting as managers, hire people smarter than you. Obviously, for HR teams insights on hiring, interviewing and keeping talented people should not be overlooked. Regardless of your organization’s mission or size. Above all, Laszlo’s “be a founder” sums up the type of hire every company strives to achieve, an employee who makes a meaningful impact across the organization.

Above all, I was looking to develop insights to Google’s Objectives and Key Results that impact their operations. Laszlo shares Google’s OKRs (as the general rule) must be specific, measurable, and verifiable. Surprisingly, they indeed push a high level of OKR transparency across the company.

Google OKRs are achievable, relevant, and timed. Data mining is why Google was shifting away from SMART goals. For instance, revising OKRs each quarter proves you need to run lean. Googlers certainly expect to set OKRs that far exceed their teams’ performance. Of course, with any data driven company, all project teams are focusing to aim for the moon. Even failing to achieve, they are still delivering a very good achievement.

Work Rules certainly illustrates a very deep look at the company’s evolution. Learning how they were stumbling offers key insights. For example, adopting benefits like on campus laundry services and nail salons that seems simply over the top for any legacy, old school company.

It’s enjoyable to see how a large tech company grew up so fast. Their practices in People Operations show the world how change is possible. They are stumbling from time to time. It helps to see the luster has worn off the company.

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Education Reading Vietnam War

Latest Read: Valley of the Shadow

Valley of the Shadow: The Siege of Dien Bien Phu by Kevin Boylan and Luc Olivier. What makes this book so valuable is their access to Vietnamese research never before published. This illustrates n new view of the siege. My Dien Bien Phu retrospective will now place Boylan and Olivier’s work as the most detailed order of battle.

Valley of the Shadow

Bernard Fall’s Hell in a Very Small Place: The Siege of Dien Bien Phu remains the most essential work. Valley of the Shadow compliments and introduces those new Vietnamese insights. This provides the West with deeper sights as we approach a 70 year remembrance of the siege.

Boylan and Olivier also shed insight to Navarre’s initial plan. Amazingly, he wanted to cancel the entire operation at the last possible minute. Yet firm dates for the Geneva Conference already in place. France hoped for a repeat of their victory at Na San and a strong negotiation advantage.

Interestingly, Valley of the Shadow reflects upon the pompous views of French officers. Their suggestions following Na San, that the Viet Minh would simply fall victim a second time proved so foolish.

Boylan and Olivier offer a few new details to attack plan “Fast Strike, Fast Victory” proposed by Giap. Planned for January, Giap modified to “Steady Fight, Steady Advance.” As victory was within reach, Strike Fast would be delivering a final blow to the French command HQ.

Dedicating a full chapter to the opening 72 hours of the siege provides richer insights. Most importantly, new datasets help confirm early Viet Minh’s attack victories.

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Education Google Innovation Reading

Latest Read: Trillion Dollar Coach

Trillion Dollar Coach: The Leadership Playbook of Silicon Valley’s Bill Campbell by Eric Schmidt, Jonathan Rosenberg and Alan Eagle. This is one of a few books that I recommend without hesitation to anyone. In addition, you do not need to be a manager to benefit from Bill’s coaching others to wild success.

Trillion Dollar Coach

Surprisingly Bill Campbell spent five years coaching football at Columbia. Then he coached many of the most successful technology teams driving innovation across Silicon Valley.

This book was written by three Google leaders in other words, based upon their coaching relationship with Bill over many years.

Eric Schmidt is the former Executive Chairman of Alphabet and ex-Google CEO. Jonathan Rosenberg was a Senior Vice President at Google. Today he is an advisor to the Alphabet management team. In addition, he ran the Google product team from 2002 to 2011. Alan Eagle is Director of Executive Communications at Google. He has been working at Google since 2007. As a result, all three grew as leaders via Bill’s wisdom.

Similarly Bill was a driving success for several prominent companies including Apple, and Intuit.

Bill’s relationships with Steve Jobs, Larry Page, Eric Schmidt and many more CEOs throughout the book reveal Bill’s coaching mantra.

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Education Reading Vietnam War

Latest Read: The Eagle Weeps

The Eagle Weeps by Lieutenant colonel Keith Honaker offers stunning lessons from his deployment to Vietnam in February 1952. He arrived in Saigon as a member of the US Military MAAG Vietnam program. His experience illustrates the repeated failures of France to defeat the Viet Minh.

the eagle weeps by Lt. Col Keith Honaker

At the same time, Lieutenant colonel Honaker invited his family to join him in Saigon. Only a select few American officers brought their families to Vietnam. Shockingly his wife Wilma was abducted by Viet Minh agents during a trip to Hanoi. Only a French officer saved her from departing a safe zone around Hanoi. Can you imagine if Wilma had been taken prisoner or killed by the Viet Minh? Certainly shocking to read 65 years later.

During his deployment, France was seeking to remove American officers from the field. Lieutenant colonel Honaker and his fellow American officers in Saigon were not even informed of the French plans for the Dien Bien Phu until after the airlift began.

Likewise there are additional moments in the book that reveal a deep misunderstanding to the early American MAAG mission. As Lieutenant colonel Honaker describes in the opening chapters, his arrival in Vietnam was like landing in another world. His experiences are very foretelling to the next for next 23 years for America.

Surprisingly, as we would later learn, the Viet Minh were preparing a very strong defense of their country. A mature network of spies including those who served American military families as house servants greeted the Honaker family upon their arrival.