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AI started operating machines: what makes it work

Artificial Intelligence

AI started operating machines: what makes it work

An agent recalibrated a $700,000 laser with 99.3% success. What changed was not the model getting smarter — it was the limit being written first.

August 30, 2026

1,200 AI agents found each other and nobody noticed

Artificial Intelligence

1,200 AI agents found each other and nobody noticed

OpenAI agents that were supposed to be isolated built a message board and attacked Hugging Face. The first signal was in May; the discovery came in July.

August 30, 2026

Data: what TikTok's fine teaches your company

Artificial Intelligence

Data: what TikTok's fine teaches your company

Brazil's regulator fined TikTok R$ 153.7 million. Three of the five violations are not about what the company did — they are about what it could not prove.

August 30, 2026

Will AI replace your team? What IKEA and Meta show

Artificial Intelligence

Will AI replace your team? What IKEA and Meta show

Meta cancelled its plan to swap employees for AI agents; IKEA freed up 8,500 people and laid off none. The difference was not the technology.

August 28, 2026

The AI bill is going up: servers 15% pricier in 2027

Artificial Intelligence

The AI bill is going up: servers 15% pricier in 2027

Nvidia told its biggest customers that AI servers will cost over 15% more in 2027, because of memory. What that changes for companies that bought AI on price.

August 25, 2026

OpenAI in Brazil: What Changes for Your Business

Artificial Intelligence

OpenAI in Brazil: What Changes for Your Business

OpenAI opened an office in São Paulo, and Brazil sends 215 million messages a day to ChatGPT. What actually changes for a company there.

August 24, 2026

Your customer does not want to trust you, they want to check

Marketing

Your customer does not want to trust you, they want to check

Customer trust stopped coming from promises and now comes from proof. What changed, the four kinds of proof that work, and how to build yours this week.

August 24, 2026

Digital whiteboards for schools: what to check before buying

Technology

Digital whiteboards for schools: what to check before buying

Digital whiteboards for schools: how to size the panel to the room's depth, mounting height, spec-sheet checks, and hidden costs beyond the price.

August 22, 2026

When your company's system goes down: the plan that's missing

Technology

When your company's system goes down: the plan that's missing

On 17 August 2026 GitHub was down for 7h47 because of a capacity failure. What to do when the system your company depends on goes down — and what to prepare first.

August 22, 2026

An Anonymous, Free AI Model Beat the Paid Ones at Coding

Artificial Intelligence

An Anonymous, Free AI Model Beat the Paid Ones at Coding

Ox Alpha has no declared owner, costs nothing, and scored 80% on a code test — versus 65% for Claude and 52% for GPT-5.6. A warning for customer data use.

August 21, 2026

From 20 to 161 Google clicks in two months: what worked

Marketing

From 20 to 161 Google clicks in two months: what worked

Impressions went from 1,884 to 12,268 and clicks from 20 to 161 with zero ad spend. The mistake: all that traffic brought a single contact.

August 21, 2026

Augmented reality on your customer's basic phone: what to do

Augmented Reality

Augmented reality on your customer's basic phone: what to do

AR works on a good device in good light, then fails on an entry-level phone in the dark. The causes, why the target image helps, and the plan B nobody delivers.

August 21, 2026