I am often asked what I see as the biggest potential game-changers in tech — particularly as it relates to social good. Mobile, social, the cloud, and analytics continue to emerge as key themes. However, analytics is emerging as the true game changer — catalyzed by advances in open architecture.

Let me unpack what I mean by "open architecture." Open means that anyone can access it, contribute to it, and innovate on top of it. At Blackbaud, where I serve as chief technology officer, one of our core tenets has been to design an open, cloud-based software and data architecture. We're cultivating a technical community of partners, customers, and engineers (inside and outside of the company) who are innovating in different ways and contributing to this ecosystem.

From this vantage point, I see the way that openness accelerates the velocity of innovation. Looking at it from a different angle, open ecosystems also yield data and analytics that enable everyone who is part of them to gain more insights and intelligence.

This data can power intelligent software solutions, surface actionable events, maintain accurate and current data assets, and generally drive more results for users. In other words, an open cloud-based architecture elevates usage, which in turn generates more and more data and intelligence that make the system even more powerful.

With data, analytics, and intelligence in mind, the following capabilities emerge as candidates to have a great positive impact.

The Internet of Things

Internet of Things (IoT) technology is cheap and accessible and can transform normal household items into network devices that generate data. In my house, the lights, thermostats, appliances, cars, doors, and windows are all connected devices. These connected devices generate data and intelligence (such as trends in usage, optimization of electricity consumption, and so on). Much like a household, there are many IoT possibilities for nonprofits and other players in the social good space to generate valuable, actionable data.

Instrumentation

Instrumentation provides us with the ability to understand what's happening within our software. As Blackbaud ships features and capabilities within solutions, we monitor usage. We do so to understand if our customers can easily discover the new capability (do they use it the first time they log on?) and to determine if our customers find it valuable (is their use ongoing?). This data-driven approach is an extremely effective way of measuring both the quality of the user experience and the overall value of the work we're doing.

We can learn a lot about our customers just by observing what they do. Across the software industry, instrumentation is driving advances in understanding that enable more targeted solutions to users' challenges.

Usage Information

Like instrumentation, usage data enables us to understand the leading indicators that yield the best, most effective outcomes. For example, through usage data, we were able to understand that nonprofits who proactively thank donors within one week of giving have an advantage. They were much more effective at converting those individuals to longer-term supporters and recurring donors.

Predictive Intelligence

Predictive analytics showcase some of the most stunning and innovative applications of data. At Blackbaud, we think of predictive analytics as a kind of "self-driving car." It guides and sometimes fully automates tasks for our users, enabling them to gain much greater results. A few examples of predictive analytics scenarios that we're working on include

• Extending the most compelling message to a specific person at just the right time via the best channel, to keep them engaged, generate a donation, invite them to an event, or simply share a story.
• Intelligently connecting nonprofits, corporations, individuals, foundations, faith-based organizations, schools, and other stakeholders across the ecosystem we serve. That action enables us to more efficiently coordinate efforts and services and drive greater good together.
• Leveraging social information, an understanding of a person's network, geographical context, and other analytics to help connect an advocate with a nonprofit, school, or foundation, in just the right way.

We leverage the correlation of many different, disparate data sources to drive true intelligence and to power new, predictive user experiences across our applications. Our data platform is what powers this intelligence. This platform drives value across our solutions in other ways, including

• Correcting, appending, and de-duplicating data across the system
• Business intelligence and reporting that shows trends in data
• Real-time data pipelines that spark events across the system based on changes to the data

I’ve included only a few examples of technology capabilities we're researching that we believe will have a strong positive impact. The central theme of these capabilities is providing more actionable data and intelligence. Our commitment to delivering a robust, scalable, and flexible data architecture as well as open, cloud-based software enables us to take advantage of this technology. It also enables us to harness these capabilities to drive greater value for the customers we serve.

This blog post was written by Mary Beth Westmoreland.

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The post American Airlines Delivers the Goods, with Data Science Workstations appeared first on The Official NVIDIA Blog.

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The post American Airlines Delivers the Goods, with Data Science Workstations appeared first on The Official NVIDIA Blog.

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In the lead-up to the Truth Matters conference in October, we will be focusing our attention on the sufficiency, authority, and clarity of Scripture. Of our previous blog series, none better embodies that emphasis than Frequently Abused Verses. The following entry from that series originally appeared on September 28, 2015. -ed.

You’ve probably heard the proverb “Familiarity breeds contempt.” That’s often true with relationships and institutions, as your close proximity reveals cracks and blemishes you wouldn’t notice in passing. However, when it comes to Scripture, familiarity usually breeds carelessness.

Many of the “Frequently Abused Verses” we’re considering have been maliciously ripped from their context, misappropriated, and misapplied. Their original meaning has been twisted and contorted to serve a foreign purpose and make a fraudulent point.

However, in some cases, the abuse is much more passive. That’s true of the verse before us today—Romans 8:28, “And we know that God causes all things to work together for good to those who love God, to those who are called according to His purpose.”

At first glance, it might be hard to imagine how such a simple, straightforward verse could be abused. How could anyone misconstrue and misrepresent this wonderful promise from God?

But in this case, the abuse of this verse is tied to its familiarity and simplicity. Most believers have heard this verse so many times that they rarely stop to consider its larger context, or give any thought to the point the apostle Paul had in mind when he first wrote it. Call it “needlepoint theology”—the great passages of Scripture that most often wind up on wall hangings and throw pillows are the ones we’re least likely to prayerfully consider and thoroughly study.

Romans 8:28 is a prime example of how careless familiarity can lead to corruption. The verse is applied to virtually every hardship, disappointment, and trial that believers encounter. It’s an all-purpose spiritual salve for every situation.

A Better Life

Here’s one example—a devotional reading from Joel Osteen. Romans 8:28 appears to be one of the prosperity preacher’s favorite verses—this is just one of the many entries he’s written on it, titled “When Life Isn’t Fair.”

Everyone goes through things that don’t seem to make sense. It’s easy to get discouraged and wonder, “Why did this happen to me?” “Why did this person treat me wrong?” “Why did I get laid off?” But we have to understand, even though life is not always fair, God is fair. And, He promises to work all things together for good for those who love Him.

I believe the key word is this verse is “together.” In other words, you can’t just isolate one part of your life and say, “Well, this is not good.” “It’s not good that I got laid off.” “It’s not good that my relationship didn’t work out.” Yes, that’s true, but that’s just one part of your life. God can see the big picture. That disappointment is not the end. Remember, when one door closes, God has another door for you to walk through—a better door. Those difficulties and challenges are merely stepping stones toward your brighter future. Be encouraged today because God has a plan for you to rise higher. He has a plan for you to come out stronger. He has a plan to work all things together for your good so that you can move forward in the victory He has prepared for you! ^[1]Joel Osteen, https://www.joelosteen.com/Pages/MessageViewer.aspx?date=2013-02-22

With some variation, that represents many believers’ general understanding of what Paul meant in Romans 8:28—“Don’t let life get you down. God’s going to make everything better!”

Of course that oversimplification goes beyond the original intent of Paul’s words. There’s no biblical basis for Osteen’s promise that God always has a better door for us to walk through. In fact, His Word promises that life won’t always be happy, rich, and full—sometimes we’re meant to suffer (1 Peter 4:12).

It’s in the midst of that suffering that Romans 8:28 is most often deployed. We want to trust that God is working, even through our trials, to bring about His will. And there’s plenty of biblical evidence to back up that hope. The story of Joseph in the Old Testament is one of the clearest examples.

Joseph was severely beaten and sold into slavery by his brothers. He endured the illicit advances of his boss’ wife, and was thrown into prison after she made false accusations against him. He lingered in prison for years before he was released and brought in to council Pharaoh himself. He was given a position of leadership, in which the Lord used him to spare Egypt and countless surrounding communities—including his own family—from famine. At the end of his story, as he reconciles with the brothers who kick-started all his suffering, he acknowledges God’s sovereign hand working through it all: “As for you, you meant evil against me, but God meant it for good in order to bring about this present result, to preserve many people alive” (Genesis 50:20).

Stories like Joseph’s give us confidence that God is always working behind the scenes to bring about His will. But He might not have such monumental purposes for our suffering. Sometimes it’s simply for our own spiritual growth that the Lord allows us to suffer through trials (James 1:2). The Spirit’s refining, sanctifying work is often painful, but the spiritual fruit it bears is well worth the struggle.

In his commentary on Romans, John MacArthur explains that God is working out

our good during this present life as well as ultimately in the life to come. No matter what happens in our lives as His children, the providence of God uses it for our temporal as well as our eternal benefit, sometimes by saving us from tragedies and sometimes by sending us through them in order to draw us closer to Him. ^[2] John MacArthur, The MacArthur New Testament Commentary: Romans 1-8 (Chicago: Moody Press, 1991) 473-474.

But is our spiritual growth and temporal blessing the ultimate “good” Paul describes in his words to the Romans? A careful look at the context of verse 28 points us to an even greater promise from the Lord.

A Certain Eternity

In the immediate context of Romans 8, Paul is not dwelling on our current suffering, but looking forward to eternity. In verse 18, he mentions the “sufferings of this present time,” but only to say that they cannot compare to “the glory that is to be revealed to us.” From there he explains how creation groans to be free from the curse of sin (Romans 8:19-22), and how believers likewise long to see the fulfillment of their faith (vv. 23-25). Then he describes how the Spirit intercedes on our behalf according to God’s eternal purposes (vv. 26-27).

The theme continues in the verses immediately following:

For those whom He foreknew, He also predestined to become conformed to the image of His Son, so that He would be the firstborn among many brethren; and these whom He predestined, He also called; and these whom He called, He also justified; and these whom He justified, He also glorified. (Romans 8:29-30)

In the context of the believer’s eternal glorification, we need to understand the “purpose” for which God is working all things together as not merely our temporal good, but our eternal good. In that sense, Romans 8:28 isn’t merely a promise that God is watching out for us in this life; it’s a guarantee that He is working out all aspects of our lives toward His ultimate goal of our future glorification. It’s a promise that our eternity with Him is secure.

In a sermon on this passage called “Groanings Too Deep for Words,” John MacArthur explains that powerful promise this way:

The point is this: Because of the plan of God and the provision of Christ and the protection of the Holy Spirit through His intercessory ministry, God is causing all things to work together for our final, eternal, ultimate good. Not everything in this life works out for good—far from it. Oh, you might draw a good lesson from it. You might draw a good outcome from it. You might be drawn to the Lord. It might increase your prayer life. It might strengthen you. It might give you patience. It might perfect you, mature you. It might make you able to counsel other people and strengthen them because . . . you’ve been comforted by God in the same struggles.

All of those are wonderful realities, but that’s not the good that’s being spoken of here. The good that dominates this passage is that ultimate, final good that is the glorification of true believers. We are secured to that final good, that which is the best.

In His providence, God is sovereignly orchestrating all events according to His will, for His glory and our good. But we’re not guaranteed that all our struggles will be turned into blessing. Sometimes He will rescue us from tragedies; other times it’s our suffering that brings about His desired result. Our perspective on His sovereign goodness cannot be bound to our own circumstances—if Joseph had remained in the Egyptian jail for the rest of His life, would God be any less good, or His will less than perfect?

What we are guaranteed in Romans 8:28 is that regardless of what we have to endure in this life, our eternity with Him is unassailable. Nothing can stand in the way of His plans for our future glorification.

And in the midst of life’s struggles, what better promise could we cling to?

In the lead-up to the Truth Matters conference in October, we will be focusing our attention on the sufficiency, authority, and clarity of Scripture. Of our previous blog series, none better embodies that emphasis than Frequently Abused Verses. The following entry from that series originally appeared on September 30, 2015. -ed.

We live in an age that demands short bursts of rapid-fire information. The day is fast approaching—perhaps it’s already here—when the number of Twitter followers will hold the preeminent place on a pastor’s resume. Sermon lengths are going the way of our shrinking attention spans. Modern pastors are tempted to replace exegesis and exposition with sound bite sermons and slogan theology.

But Bible verses are not slogans or sound bites. They are eternal truths that find their meaning within the overall story God is telling. Uprooting a verse, or even a biblical phrase, from its native habitat can lead to all kinds of mayhem. That is especially the case when, independent of their proper context, verses are enlisted as the supporting cast for someone’s opinion or agenda. Romans 2:4 is one verse that is regularly misused that way—carelessly sprinkled into sermons, interviews, and social media.

For example, in January 2013, Rick Warren explained to his legions of Facebook followers how the verse factored in his evangelistic methods:

In that particular case, Warren was quoting Romans 2:4 (actually only about half of it) as justification for downplaying sin and soft-peddling the threat of judgment. But is that what Romans 2:4 is really all about? Was Paul telling his Roman readers to jettison the parts of gospel preaching that lack curb appeal?

Joel Osteen is even more explicit in his use of Romans 2:4 to defend his feel-good messages:

Listen, don’t dangle people over the fires of hell. . . . Listen, that doesn’t draw people to God. They know what kind of life they live. They know how bad they’ve lived. What you’ve got to do is talk about the goodness of God. Listen, it's the goodness of God that brings people to repentance. ^[1] Joel Osteen, "What the Resurrection Means to Us as Believers" (Sermon) cited in Philip Sinitiere, Salvation with a Smile: Joel Osteen, Lakewood Church, and American Christianity (New York: New York University Press, 2015) 223.

Joel Osteen may think that people know they are sinners and that we therefore don’t need to warn them or preach about it, but does Romans 2:4 really back up his point?

Moreover, is his point biblical at all? Just as prisons are full of convicts who will proclaim their innocence, Scripture is clear that sinners reject the guilt of their sin. As Solomon explained, “Every man’s way is right in his own eyes” (Proverbs 21:2). And even those who do acknowledge their sin have little grasp of the depth of their wretchedness, or the eternal cost of their transgressions.

In fact, it’s ironic that Osteen and Warren would use Romans 2:4 to excuse themselves from discussing sin and the need for repentance, since that verse is plucked from Scripture’s most profound discourse on man’s depravity.

Romans 1–3 is undeniable proof that Paul began his exposition of the gospel by first addressing the universality of sin and the justness of God’s wrath against sin. John MacArthur points this out:

The biblical order in any gospel presentation is always first the warning of danger and then the way of escape, first the judgment on sin and then the means of pardon, first the message of condemnation and then the offer of forgiveness, first the bad news of guilt and then the good news of grace. The whole message and purpose of the loving, redeeming grace of God offering eternal life through Jesus Christ rests upon the reality of man’s universal guilt of abandoning God and thereby being under His sentence of eternal condemnation and death. Consistent with that approach, the main body of Romans begins with 1:18, a clear affirmation of God’s wrath “against all ungodliness and unrighteousness of men.” ^[2] John MacArthur, The MacArthur New Testament Commentary: Romans 1-8 (Chicago: Moody Press, 1991) 74.

It is actually our guilt and the justness of God’s wrath that provide the all-important context for Romans 2:4:

And we know that the judgment of God rightly falls upon those who practice such things. But do you suppose this, O man, when you pass judgment on those who practice such things and do the same yourself, that you will escape the judgment of God? Or do you think lightly of the riches of His kindness and tolerance and patience, not knowing that the kindness of God leads you to repentance? But because of your stubbornness and unrepentant heart you are storing up wrath for yourself in the day of wrath and revelation of the righteous judgment of God. (Romans 2:2-5)

Now you can see why Romans 2:4 is so frequently divorced from its context, and why it’s usually paraphrased instead of quoted. In the full context of Paul’s writing we see clearly what he means by God’s goodness—it is “the riches of His kindness and tolerance and patience.” And Romans 2:2-3 explains how God demonstrates that tolerance and patience—by withholding the wrath we deserve. God’s goodness is the reality that we have not yet experienced His judgment. MacArthur adds:

Forbearance [tolerance] comes from anochē, which means “to hold back,” as of judgment. It was sometimes used to designate a truce, which involves cessation of hostilities between warring parties. God’s forbearance with mankind is a kind of temporary divine truce He has graciously proclaimed. Patience translates makrothumia, which was sometimes used of a powerful ruler who voluntarily withheld vengeance on an enemy or punishment of a criminal. Until the inevitable moment of judgment, God’s kindness and forbearance and patience are extended to all mankind. ^[3] The MacArthur New Testament Commentary: Romans 1-8, 119.

It is impossible to preach the goodness of God without talking about sin and judgment because its very meaning is bound up in those terms. When we see our sinfulness and rebellion against God, and when we see our hypocrisy in condemning others for committing the same wrath-deserving sins, then we can also marvel at God’s goodness in patiently and tolerantly withholding the wrath that we deserve.

That is what leads us to repentance. And it is entirely consistent with what Paul taught elsewhere in Scripture:

I now rejoice, not that you were made sorrowful, but that you were made sorrowful to the point of repentance; for you were made sorrowful according to the will of God, so that you might not suffer loss in anything through us. For the sorrow that is according to the will of God produces a repentance without regret, leading to salvation, but the sorrow of the world produces death. (2 Corinthians 7:9-10)

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