Tag: AI

🤖 AI Productivity Gains Stall at Firm Level: The Three Stages of ROI

Original: Why AI isn’t showing up on your bottom line by Azeem Azhar. Summarized by AI on June 1, 2026. AI tools have made individual workers faster and more productive, with engineers producing more code and teams feeling tangible time savings. Yet firms see little proportional ROI, echoing Robert Solow’s paradox of computers appearing everywhere…
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June 1st, 2026
Enterprise AI ROI strategy: do both individual productivity and new revenue sources

“The most important question for CFOs is not how much can the organization spend on AI, but whether those investments are being deployed in ways that reinforce the business’s core growth and value drivers,” said Carlsen. “Moreover, the near-identical amount of use cases for efficiency and productivity use cases between efficient growth firms and control…
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June 1st, 2026
How Google SRE is using agentic AI to improve operations

Google is applying agentic AI across the entire SDLC – reliability design, anomaly-based alerting, incident management, autonomous investigation, and risk insights – rather than just root cause analysis. The governance is deliberately conservative: strong agent identity, SLOs for the agents themselves, and a hard requirement that agents explain their reasoning over black-box automation. Summarized by…
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May 29th, 2026
Sucking Air Through Their Teeth, 50/50 success/failure, and Dell’s $43B AI Server Quarter – Related to your interests, Friday

Also: the improbable life, four years working at AWS, an AI-SDLC panel debate. Spotted by Dan Bettinger in Austin. Related to your interests Most generative AI and custom model projects will be a bust: Gartner – ‘Analyst firm Gartner thinks at least half of all generative AI projects “will overrun their budgeted costs due to…
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May 29th, 2026
The AI Race Is Not a Race: It Is a Game and We Are Playing It Wrong

Building AGI without global inclusion is cognitively self-defeating; only interdependent design can unlock true intelligence. Summarized by AI. 🔗 The AI Race Is Not a Race: It Is a Game and We Are Playing It Wrong
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May 29th, 2026
AI server demand drives staggering revenue growth for Dell and its stock soars

The company delivered earnings before certain costs such as stock compensation of $4.86 per share on revenue of $43.84 billion, up by a staggering 88% from the same period one year ago. That’s a truly astonishing leap for such an established company, and it crushed Wall Street’s targets. Analysts were looking for earnings of just…
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May 29th, 2026
If speeding up coding was never the problem…then why are we spending money on speeding it up?

When it comes to measuring developer productivity driven by AI, we’ll probably land on the same conclusion as always: counting lines of code isn’t as useful as measuring the full cycle time from idea to code to delivery to a person actually using the app – lead time, concept to cash, whatever you want to…
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May 29th, 2026
vibesec

Argues that prompting an AI to “be secure” is not enough: because agents take the path of least resistance they frequently recommend insecure configurations, creating systemic exposure as non-technical builders ship vibe-coded applications quickly. Proposes writing a security context file to guide them instead. Summarized by AI. 🔗 vibesec
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May 28th, 2026
The AI efficiency plateau

DX data from 500+ companies shows AI coding time-savings spike fast but fade for two-thirds of developers, with even slower adopters dropping off. The likely cause isn’t tool or user failure but a bottleneck shifting from individual code production to team-level coordination. Summarized by AI. 🔗 The AI efficiency plateau
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May 28th, 2026
Designing AI Platforms for Reliability: Tools for Certainty, Agents for Discovery

Erickson’s NVIDIA Llo11yPop lessons argue for a two-layer platform: deterministic tools for certainty and stochastic agents for discovery, with off-ramps to determinism, eval pyramids, and purpose-built agent hierarchies as the path out of the 95% failure rate. Summarized by AI. 🔗 Designing AI Platforms for Reliability: Tools for Certainty, Agents for Discovery
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May 28th, 2026
Claude Code’s creator on the end of the software engineer

Boris Cherny argues the “software engineer” title will start disappearing in 2026 as coding gets absorbed into a generic “builder” role, predicting 100x more people writing code (or directing agents to) even as individual companies hire fewer traditional engineers. He grounds the disruption in historical analogies (tractors, PCs, washing machines) while conceding “coding is solved”…
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May 28th, 2026
AI Agents Forecast to Boost Tech Cash Flow as Usage Soars

Yes: The important point is that the adoption rates are still relatively low today, especially in small to medium-sized businesses. In 2030, we forecast that 12% of knowledge workers will be using agentic AI yet by 2040 that figure will be 37%. You have this very long tail adoption. But: Agentic AI is expected to…
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May 28th, 2026
Good O-Rings and Bad O-Rings, the AI Efficiency Plateau, and Anti-Labor by Design – Related to your interests, Thursday

Also: Goldman’s 24x token forecast, Indian IT’s process-debt pitch, NatWest’s 35% AI-generated code, Gartner’s 84% productivity theater, vibesec. From: “AI Agents Forecast to Boost Tech Cash Flow as Usage Soars,” Goldman, May, 2026 Related to your interests ‘I’m delighted to ⁠be wrong’: Sam Altman says AI won’t lead to a ‘jobs apocalypse’ – but admits…
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May 28th, 2026
The task is not the job

AI automates tasks, but jobs survive through strong bundles, human trust, and organizational authority, which machines cannot yet replace. Summarized by AI. 🔗 The task is not the job
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May 28th, 2026
Get a Good Return on Your AI Investments

AI improves software throughput modestly but exposes weaknesses, increases cognitive and verification debt, and shifts engineering leverage toward strong internal platforms. Summarized by AI. 🔗 Get a Good Return on Your AI Investments
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May 28th, 2026
Elusive Enterprise AI ROI: No scaling, it’s not legible, lack of skills/need for training

Despite everything, reports are still that enterprise AI ROI is elusive. At the same time, for enterprise buyers, the bill is finally coming due for the past year of AI amazement. It’s not cheap. What’s up with this elusive enterprise AI? Gartner has some survey-driven theories for finance departments. One theory is that there actually…
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May 28th, 2026
CEO Said a Thing: jobs apocalypse

It really, in both positive and negative ways, updated me to thinking that the jobs picture is likely to be very different than we thought. I don’t think we’re going to have the kind of jobs apocalypse that some of the companies in our space advocate or talk about.” Sam Altman From: ‘I’m delighted to…
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May 28th, 2026
Magnifica Humanitas

Pope Leo XIV’s first encyclical applies Catholic Social Doctrine to AI, arguing technology is never neutral, that private transnational tech power has outpaced states, and that AI must be “disarmed” from monopolistic and military logic. Transhumanism gets rejected as a false soteriology; just-war theory is declared outdated; data and algorithms are pulled under the universal…
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May 27th, 2026
The pressure

The rate of incoming security reports [for curl] is 4-5 times higher than it was in 2024 and double the speed of 2025 – meaning that on average we now get more than one report per day. 🔗 The pressure
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May 27th, 2026
CEO AI Psychosis, Information Cleaners, and Mid-century Architecture Cartoons – Related to your interests, Wednesday

Also: Zoom system-of-action, the curl deluge, the unreasonable effectiveness of HTML, behavior-first mainframes, fewer books, the meeting Ask, and the multi-agent delegation problem. Related to your interests Executives have a narrow view of AI gains – “CEOs are uniquely prone to AI psychosis because they’re sufficiently distant from the last mile of work that still…
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May 27th, 2026