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By Donato Technologies · Updated October 21, 2026 · 6-minute read The short answer What are the most creative uses of AI in 2026? Outside web development, seven stand out: reverse engineering, self-healing codebases, protein design, materials discovery, 3D scene capture, voice dubbing with lip sync, and reading unopened ancient scrolls. The pattern in all…
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By Donato Technologies · 5 min read Key Takeaways AI is already helping build the next AI. That feedback loop is what people mean by an “intelligence explosion.” A recent Oxford paper by Toby Ord argues the “infinite vertical line” version is harder to reach than most models assume. Fast but finite is the more…
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The short version: You don’t need to treat every interview like it’s your only shot. Candidates aren’t imagining the friction. HackerRank’s 2025 developer research found 74% of developers were struggling to land jobs, while 62% felt forced to overprepare for algorithm-heavy assessments that didn’t reflect real work. So the goal is to get better at…
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If your top engineers or IT staff start leaving this year, don’t assume it’s about the paycheck. New workforce research shows work-life balance is now the second biggest reason technical professionals change employers, right behind pay. If you’re an IT hiring manager, that’s a signal worth paying attention to. The quick answer Salary still matters…
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Quick answer: DFW’s specialized AI workforce grew at least 45% year-over-year, per CBRE’s Scoring Tech Talent 2026 report, the fastest-growing hiring segment in the region. If you’re recruiting AI talent right now, you’re not just competing with tech companies anymore. You’re competing with banks, insurers, and professional services firms too. Here’s what that means for…
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TL;DR: Candidate fraud isn’t a fringe problem anymore. It’s hitting most large IT buyers, it’s tied to organized crime and state-sponsored schemes, and old-school screening can’t catch it. AI-powered verification can and it also speeds up placements. Here’s what’s actually happening and what to do about it. Why this matters right now If you’re hiring…
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Quick answer: By 2027, most IT org charts won’t have three boxes (leadership, FTEs, contractors). They’ll have four. AI agents are becoming a distinct workforce category, and the hiring managers who win are the ones who plan headcount and agent count together, not separately. Why this matters right now Debating if AI agents will join…
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Quick answer: Salary and value aren’t the same number. A $200K developer can produce $80K of impact or $800K. The gap comes down to five things: productivity, specialization, time-to-impact, communication, and business context. Here’s how to actually measure it. The story that keeps repeating A hiring manager we work with once told us about a…
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BLS’s July 2026 jobs report shows -23,000 payrolls and a flat 4.1% unemployment rate. Here’s what it actually means for IT hiring — and what to do about it. The July jobs report is out. Nonfarm payrolls fell by 23,000. Unemployment held at 4.1%. On the surface, that reads as bad news. But if you’re…
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Who this is for: CIOs, VPs of Engineering, and HR/Talent leaders deciding where to build or scale a technology function in 2026 — and evaluating whether Texas can actually support that bet, or whether it’s just cheaper real estate with a good PR team. The question isn’t “why Texas” anymore. It’s “which part of Texas,…
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This isn’t another “meetings are bad” rant. Meetings aren’t the enemy, bad calendar hygiene is. The math nobody wants to do Here’s the thing about interruptions: the cost is more than the interruption itself. Gloria Mark’s research at UC Irvine is the most-cited work here for a reason; it’s brutally consistent. Knowledge workers switch tasks…
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Hiring in Texas Isn’t Easier. It’s Just Different. Quick answer: Texas leads the U.S. in corporate headquarters relocations, but that doesn’t translate into easier tech hiring. Compensation, talent availability, and hiring dynamics vary sharply between Austin, Dallas-Fort Worth, Houston, and San Antonio, and companies that apply out-of-state playbooks typically lose their first hiring cycle. Winning…
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