Enterprise DNA

AI Pulse · the AI knowledge hub

Know what is happening in AI, and what to do about it.

One place for it all: the daily read on what is actually happening, an always-current index of the 7,051 models and tools worth knowing, and the guides to put them to work in your business.

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The daily read

Today in AI, Wednesday 30 September

What happened, and the one line on why it matters to a business.

All of today's briefs →

The daily email carries 12 to 18 items. The AI Pulse hub carries the broader set, ranked, with source credibility, counterpoints and receipts on every item. Track a story over time on the timeline, or follow research from paper to product in the research tracker.

Under the Radar

Claimed 50-agent ad operation

An operator says they run 50 separate Claude agents, one per media-buying task, replacing a human checklist with granular agents. Single LinkedIn post.

The play
Pilot specialized agents on one repeatable advertising workflow, but require human approval, shared reporting, and limits before expanding beyond experiments.

Under the Radar

Claude skill mods any PC game

A new Claude Code skill bundles recon, reverse-engineering, and generative art/3D/audio tools so Claude can mod almost any PC game. It has 635 GitHub.

The play
Watch this as a signal that AI-assisted game content creation is broadening, while reviewing licensing and brand risks before commercial use.

Under the Radar

Corral kills runaway agent processes

A tiny open-source tool ensures that no process spawned by a command it runs is left alive when it finishes, even daemons that fork away or processes.

The play
Add process cleanup to agent pilots now, preventing hidden background jobs from creating runaway compute bills or unreliable customer workflows.

Business Models & Winners

Higgsfield crosses $1B ARR in 18 months

Higgsfield's Alex Mashrabov claims 20x year-on-year growth and enterprise expansion behind the milestone, an aggressive AI-native scaling benchmark..

The play
Treat the claimed growth as a market signal, not a benchmark, and study which enterprise use cases support repeatable AI revenue.

Under the Radar

Magnitude launches self-tuning agent engine

Inference engine startup shipped a tool that compiles and tunes its own kernels on your device so open models run up to 2x faster than llama.cpp..

The play
Test self-tuning inference on your highest-volume open-model workflow, measuring real latency and device costs before changing production.

Under the Radar

Menu-bar app watches your Claude sessions

A lightweight companion app surfaces Claude Code session status from the notch without opening a terminal. Picked up 731 stars in three days, a steady.

The play
Use session monitoring tools for teams running coding agents, so managers can spot stalled work without opening every terminal.

The AI index

The models and tools worth knowing

An always-current, independent index of what AI builders actually use, 7,051 entries and counting. Compare, then decide.

State of AI models

Full leaderboard →
Model Maker Context Price /Mtok License
Claude Opus 4.6 vision Anthropic 1M $5 / $25 Closed
Claude Opus 4 vision Anthropic 200K $15 / $75 Closed
Qwen3 Coder 480B A35B Qwen 262K $0.30 / $1 Open
DeepSeek V3 DeepSeek 164K $0.26 / $1.03 Open
Qwen3 Max Qwen 262K $0.78 / $3.90 Open
Gemini 2.5 Flash vision · audio · video Google 1M $0.30 / $2.50 Closed
o3 vision OpenAI 200K $2 / $8 Closed
Mistral Small 3.2 24B vision Mistral 256K $0.09 / $0.25 Open
GPT-4o vision OpenAI 128K $2.50 / $10 Closed
DeepSeek V3.2 DeepSeek 164K $0.28 / $0.42 Open
Grok 4.5 vision xAI 500K $2 / $6 Closed
Claude Sonnet 4 vision Anthropic 200K $3 / $15 Closed

Live from the Enterprise DNA model index. Prices in USD per million tokens, input / output.

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