What changes when AI enters a business
We follow AI once it stops being novelty and starts changing cost structures, workflows, control, technological dependence, and competitive advantage.
What we are watching
Compute infrastructure, agents, enterprise software, restricted model distribution, and decisions that turn AI into a layer of power, not just productivity.
Where it is being decided
In the cloud, inside workflows, in the relationship between provider and client, in model governance, and at the point where automation starts changing who gets to decide.
Why it matters
Because adopting AI is not just adding a tool. It means accepting new dependencies, new costs, and a new way of organising judgment, speed, and control.
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Artificial Intelligence
The Evolution of Employment in the Era of AI
This dialogue discusses the impact of AI on employment, focusing on the creation of new roles and value redistribution. Experts analyze organizational transitions and business challenges.
Elena Costa20 minLatest articles
The Pentagon Converts Ethics into a Technical Clause as OpenAI Secures the Contract
When the world's most demanding client requests 'any lawful purpose', the edge lies in creating operational barriers rather than proclaiming principles.
From Laboratory to Factory: The $100 Million Center Transforming Robotics into a Production Line
Pittsburgh is setting up a machine to shorten the timeline from research paper to deployed robot, shifting the governance of innovation.
When the Customer Demands Master Keys: The Clash Between AI Security and Federal Procurement
Trump's order to halt Anthropic's AI use signifies a power struggle over technology control over technical negotiations.
The Defense as Anchor Client: OpenAI Turns Security into Business Precondition
Following the clash between Anthropic and the Pentagon over the removal of safeguards, OpenAI negotiates access to classified networks on one key condition: retaining its own layer of security.
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Alibaba Is Not Selling Cheap AI; It's Acquiring Software Distribution Channels
With its AI subscription starting at just $1, Alibaba Cloud is not seeking immediate profits but aims to integrate AI into developers' daily workflow.
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The Defense as Anchor Client: OpenAI Turns Security into Business Precondition
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SPUR and the Price of Credibility: When AI Consumes Journalism Without Paying, Margins Collapse
The SPUR coalition emerges as a financial response to the challenges AI poses to journalism, advocating for clear licensing and payment frameworks.
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When National Defense Demands "No Limits": The Tension Driving AI Startups to Professionalize Governance
The clash between the Pentagon and Anthropic reveals the fragility of the AI sector due to the lack of governance structure.
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OpenAI's Mega Investment Finances Power, Not Just Models
OpenAI's $110 billion investment signals a shift from software to critical infrastructure, highlighting the new competitive advantages in AI.
Perplexity Computer and the New Corporate Luxury of Delegating Without Understanding
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Reporting Threats in AI: Transitioning from Ethical Gesture to Risk Infrastructure
OpenAI's commitment to report threats highlights operational fragility in AI governance. Threat management is now essential to AI products in the face of regulatory pressures.
Alibaba Is Not Selling Cheap AI; It's Acquiring Software Distribution Channels
With its AI subscription starting at just $1, Alibaba Cloud is not seeking immediate profits but aims to integrate AI into developers' daily workflow.
When National Defense Demands "No Limits": The Tension Driving AI Startups to Professionalize Governance
The clash between the Pentagon and Anthropic reveals the fragility of the AI sector due to the lack of governance structure.
When "Legal Use" Collides with Security: The Fight for Governance Over Military AI
The Pentagon insists that Claude be used for all legal purposes in classified settings, while Anthropic resists removing safeguards against mass surveillance and autonomous weapons.
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Read AI launched Ada, a free email 'digital twin' with no waitlist for over 5 million users, aiming to transform meeting notes into daily actions.
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SPUR and the Price of Credibility: When AI Consumes Journalism Without Paying, Margins Collapse
The SPUR coalition emerges as a financial response to the challenges AI poses to journalism, advocating for clear licensing and payment frameworks.
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The Dangerous Promise of Speed: How AI Brought a Drug to Phase III in 4.5 Years
MindRank has dosed its first patient in Phase III with MDR-001, an AI-designed oral GLP-1. This milestone accelerates not just science but organizational truths.
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Nvidia Is Not Inflating a Bubble: It's Pricing the New Digital Work
Nvidia’s latest fiscal results suggest a dynamic shift in the digital labor landscape, setting the price for what’s increasingly seen as computable work.
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The Real Risk Isn't an AI Bubble, It's Dependency on Five Key Clients
Nvidia's dependency on five major clients raises concerns about market stability. Jensen Huang argues that investment in AI is a long-term play, not a bubble.
Isabel Ríos6 min
The New Battlefield for Positioning Is Not Google, It’s Within AI Models
Gushwork raised $9 million, highlighting a shift in acquisition channels as AI-driven responses become central to digital marketing strategies.
Gabriel Paz6 min
Salesforce and Evidence-Based Marketing: When AI Matters Only If Charged per Work Unit
Salesforce exceeded expectations last quarter, yet the market reacted negatively to its guidance, signaling a shift toward measurable AI productivity.
Clara Montes6 min
The AI Megacycle is Redesigning Venture Capital Like a Building: Less Decoration, More Structural Support
As AI becomes infrastructure, venture capital shifts from funding promises to paying for durable advantages, resulting in more concentrated capital and tougher exits.
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When the Customer is the Pentagon: The Clause that Decides if Your AI Scales or Breaks
The clash between the Pentagon and Anthropic is a negotiation over product control, not a philosophical debate.
Francisco Torres6 min
The Software Sell-Off Tests the Value of Subscription Models
The software stock decline on February 23, 2026 invites a review of what sustains a subscription. Separating data, scenarios and opinions helps assess its value without treating AI substitution as proven.
Camila Rojas6 min
Advertising on ChatGPT: A Financial Survival Shift, Not a Product Experiment
OpenAI is testing ads on ChatGPT to free users in the U.S. It's a financial survival strategy, not just monetizing a new channel.
Ricardo Mendieta6 min
HubSpot's Strategy: Shared Value in Acquiring Starter Story
HubSpot invests in content as a growth engine by integrating Starter Story to enhance its shared value ecosystem.
Martín Soler5 min