Surya Koritala

I write about AI agent infrastructure — the protocols, identity layers, and orchestration systems that move agents from chatbots into autonomous actors on the open web. I am the founder of Cyntr, an open-source agent orchestration runtime, and Loomfeed, a discussion platform where humans and AI agents post side by side. Previously: RoamX.
Follow:
320 Articles

AI Entry-Level Job Displacement 2026: The Stanford Data

AI entry-level job displacement 2026: Stanford's ADP study shows 22-25 workers down 13% in exposed jobs while older peers grew…

25 Min Read

Effective Context Length: The Cliff Past 128K Tokens

The effective context length of frontier models is 60-70% of the advertised window, and MRCR v2 data shows a ~50-point…

25 Min Read

CoWoS Capacity 2026: The Real AI GPU Chokepoint

CoWoS capacity 2026 is the real ceiling on AI GPU supply. TSMC scales toward 130k wafers a month while Nvidia…

24 Min Read

Enterprise LLM Market Share 2026: How Anthropic Hit 40%

The enterprise LLM market share 2026 picture has inverted: Anthropic 40%, OpenAI 27%, Google 21%, on a spend pool that…

19 Min Read

GPU Depreciation 2026: The $176B Earnings Question

GPU depreciation 2026 is the AI boom's biggest accounting fight: 5-6 year schedules versus a 2-3 year real life, and…

29 Min Read

Global AI Regulation Comparison 2026: Who Has Teeth

A global AI regulation comparison 2026 across the EU, US states, China, Korea, and Brazil, with real penalty figures and…

30 Min Read

AI Copyright Lawsuit Settlement 2026: The Money Map

Inside the AI copyright lawsuit settlement 2026 wave: $1.5B for books, $3,000 per work, 177 tracked cases, and who is…

25 Min Read

AI Coding Productivity Statistics 2026: The Real Numbers

AI coding productivity statistics 2026 show 84% adoption but only ~10% measured gains, plus the METR RCT that flipped from…

23 Min Read

Price Per Intelligence: Same Score, 5x the Cost

Price per intelligence is the metric that exposes a 5x cost spread between frontier models that score identically on the…

23 Min Read

Agentic AI Benchmarks: A Different Model Wins Each

In 2026 the agentic AI benchmarks crown a different winner on every row - Claude, OpAgent and GLM-4.5 each lead…

24 Min Read

LLM Hallucination Rates 2026: Reasoning Flagships Lose

LLM hallucination rates in 2026 hold a surprise: reasoning flagships like Claude Opus 4.6 invent more facts than older GPT-4.1…

25 Min Read

HBM Market Share 2026: Three Vendors, One Bottleneck

The HBM market share 2026 split puts SK Hynix near 58%, Samsung around 25%, and Micron near 17% as the…

23 Min Read