Artificial Intelligence

Models, agents, and the infrastructure shaping intelligent systems at scale.

9 publications Showing 1–9
The 60-Minute Build: What You Can Ship, and What Breaks

Insecure Output

45%

45%

Of AI-generated code introduced security flaws across

Artificial Intelligence

The 60-Minute Build: What You Can Ship, and What Breaks

You really can build something working in an hour. Testing across more than 100 models found that 45% of AI-generated code contained security flaws, and the rate has not improved.

25 Mar 2026 Signal +98
AI Adoption by Country: Why the Rankings Disagree

Population Leader

64%

64%

Of working-age adults using generative AI in the

Artificial Intelligence

AI Adoption by Country: Why the Rankings Disagree

Every AI adoption ranking says something different because three separate things are called adoption. On population use the US sits 24th at 28.3%, behind the UAE, Singapore and Norway.

09 Feb 2026 Signal +105
The Local AI Stack: What Runs on Your Own Machine

Monthly Downloads

52M

100%

Downloads of the leading local model runner, up from

Artificial Intelligence

The Local AI Stack: What Runs on Your Own Machine

Running AI locally is far more popular than most coverage suggests, and the capability gap is entirely task-dependent: small models are close on extraction and far behind on multi-step reasoning.

09 Feb 2026 Signal +105
From LLMs to Agents: What the Benchmarks Actually Show

Short-Task Success

85%

85%

Agent success on OSWorld by June 2026, up from

Artificial Intelligence

From LLMs to Agents: What the Benchmarks Actually Show

AI agents have improved enormously on short tasks and remain poor at long ones. Meanwhile researchers demonstrated that every major agent benchmark could be gamed to near-perfect scores without solving anything.

04 Feb 2026 Signal +105
Meta Bought Manus for Over $2 Billion in Ten Days

Deal Value

$2B+

100%

Meta's third-largest acquisition, agreed in roughly ten days

Artificial Intelligence

Meta Bought Manus for Over $2 Billion in Ten Days

Meta acquired Butterfly Effect, developer of the autonomous AI agent Manus, for over $2 billion in December 2025 — its third-largest acquisition ever, after WhatsApp and Scale AI.

05 Jan 2026 200 views Signal +28
AI Funding: Four Rounds, 65% of All Venture Capital

Largest Round

$122B

100%

Raised by OpenAI, the biggest private venture round in

Artificial Intelligence

AI Funding: Four Rounds, 65% of All Venture Capital

In a single quarter, four companies raised $188 billion between them — around 65% of all global venture investment. Every other startup in every other sector shared what was left.

18 Dec 2025 450 views Signal +22
AI Investment by Sector: Where the $252 Billion Went

Infrastructure

$38B

100%

The largest sector share of AI investment, against

Artificial Intelligence

AI Investment by Sector: Where the $252 Billion Went

Corporate AI investment reached $252.3 billion in 2024. Infrastructure attracts the largest sector share, generative AI accounts for over a fifth of private investment, and the US takes almost all of it.

25 Nov 2025 165 views Signal +27
AI Investment by Country: America Took 83% in 2025

US Investment

$240.6B

83%

American private AI investment in 2025, roughly

Artificial Intelligence

AI Investment by Country: America Took 83% in 2025

Global private AI investment reached $290.1 billion in 2025, and the United States accounted for $240.6 billion of it. China's $10.4 billion was less than Europe's, and roughly a twenty-third of America's.

24 Nov 2025 173 views Signal +26
A Decade of AI Investment: The Crash Everyone Forgot

2025 Investment

$290.1B

100%

Global private AI investment, up from $15.3B in

Artificial Intelligence

A Decade of AI Investment: The Crash Everyone Forgot

Global private AI investment did not rise smoothly. It peaked at $145.4 billion in 2021, fell for two consecutive years to $92.8 billion, then recovered to $290.1 billion in 2025.

07 Jul 2025 600 views Signal +18