Expert attention map

The Who's Who of AI

What credible people across AI noticed, why it matters, and where the field is converging or disagreeing.

2,364 searchable experts 2,966 tracked across all sources
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New Network reaction maps

See how experts are reacting—not just what they shared.

Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

Showing signals surfaced by Rami Krispin ×

The developments commanding sustained expert attention

One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.

Established Culture, work & education Release 20d ago
⚡ 1 h early
Meta Muse Spark 1.1 release

Introducing Muse Spark 1.1

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“Meta's muse spark 1.1 is an industry-competitive agentic and coding model. across many agentic evals it rivals gpt-5.5 and opus-4.8. available now through the new meta model api and in meta ai. ai.meta.com/blog/introdu...”

Context & explanation

1 expert

Background, chronology and why it matters.

“here’s the official announcement. they mention “multi-million” context, though i can’t find an exact number ai.meta.com/blog/introdu...”

Established Models & releases Release 15d ago
MiniMax M3 model GitHub release

GitHub - MiniMax-AI/MiniMax-M3

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“MiniMax-M3 is a open-weighted native multimodal model with 1M context, ~428B total and ~23B active parameters. It handles text, images, and video, uses MiniMax Sparse Attention, and supports local serving with SGLang, vLLM, and Transformers. Repo: github.co…”

Established AI field signal Resource 16d ago
openscience AI research workbench release

GitHub - synthetic-sciences/openscience: The open-source AI workbench for scientific research

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“OpenScience is a new open-source AI workbench for scientific research: browser workspace + research agents that can read literature, write/run code, run experiments, query scientific databases, and write up results. github.com/synthetic-sc... #ai #opensource”

Established Models & releases Resource 3d ago
Jason Liu OpenAI Codex workshop

Full Workshop: Setting Yourself Up for Success —Jason Liu, OpenAI Codex

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“This workshop from OpenAI's Jason Liu walks through a practical Codex workflow. It covers long-running threads, memory, skills/plugins, computer use, automations, verified goals, and reasoning levels. 📽️: www.youtube.com/watch?v=il1c... #ai”

Established AI field signal Signal 3d ago

The AI-Lake Project, Codex for Beginners | Issue 98

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Issue 98 is out! This week’s agenda: 🔹 Open Source of the Week - the AI-Lake project 🔹 New learning resources 🔹 Book of the week - Designing Data-Intensive Applications, 2nd Edition by Martin Kleppmann and Chris Riccomini ramikrispin.substack.com/p/the-ai-l…”

Established AI field signal Analysis 8d ago
Pi coding agent reviewed

Pi Coding Agent is now my absolute favorite...

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“The following tutorial by NeuralNine reviews Pi as a coding agent, compares it with OpenCode, and considers where it fits in local workflows using open-weight models. It is useful for developers evaluating coding-agent options. 📽️: www.youtube.com/watch?v=X…”

Established Evaluation & benchmarks Resource 11d ago
skforecast LLM production evaluation newsletter

The skforecast-ai Project, Practical LLM Evaluation for Production Systems | Issue 97

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Issue 97 is out! This week's agenda: 🔹 Open Source of the Week - skforecast-ai, forecasting AI agent 🔹 New learning resources 🔹 Book of the week - Practical LLM Evaluation for Production Systems ramikrispin.substack.com/p/the-skfore... #ai #datascience #for…”

Established Culture, work & education Development 12d ago

First Look at Kimi K3: The Biggest, Smartest Open Weights Model Ever?

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Review of the new model - Kimi K3 Moonshot's 2.8T-parameter open-weights MoE model, inside Hermes Agent. The video covers architecture, long-horizon autonomy, benchmarks, coding, Three.js generation, and sub-agent orchestration. www.youtube.com/watch?v=Oqk2…”

Established Agents & robotics Analysis 18d ago
Tau autonomous data security newsletter

Tau, Autonomous Data Security | Issue 96

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“My newsletter is out 👇🏼 🔹 Open Source of the Week - The Tau project 🔹 New learning resources 🔹 Book of the week - Autonomous Data Security: Creating a Proactive Enterprise Protection Plan by Priyanka Neelakrishnan ramikrispin.substack.com/p/tau-autono...”

Established AI field signal Signal 20d ago

meta.ai

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“5/5 Muse Spark 1.1 is also available in Thinking mode in the Meta AI app and on meta.ai. The bigger signal: Meta is putting an agent-oriented model behind a developer API, putting it in direct competition with Anthropic, OpenAI, and Google.”