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.

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Showing developments with attributable Research & technical analysis reactions.

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Research & technical analysis
3 live reaction maps in this view Jump to the evidence ↓
Reaction converging Sliding-window beats linear attention Research & technical analysis · 3 attributable reactions Shared emphasis z.ai Research & technical analysis · 2 attributable reactions Shared emphasis ZCode - Simple, Fast, Vibe‑Ready | Official Harness for GLM-5.2 Research & technical analysis · 2 attributable reactions
Showing signals surfaced by Miguel Alonso Jr. ×
Most important

The developments commanding sustained expert attention

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

Established AI research Research 7d ago
sliding window beats linear attention

Sliding-window beats linear attention

4 experts across 3 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 3 attributable expert contributions · Leshem (Legend) Choshen @EMNLP, Sung Kim, Alexia Jolicoeur-Martineau
“Huge thanks to my collaborators @RheaSukthanker, @CameronPashmina, and @Emy_Aze. Paper: https://arxiv.org/abs/2608.28444” evidence ↗
4 experts 3 communities 1 sources clustered
Leshem (Legend) Choshen @EMNLP Sung Kim Miguel Alonso Jr. Alexia Jolicoeur-Martineau
How the network is reacting 3 experts are independently emphasizing research & technical analysis.
Reaction converging

Research & technical analysis

3 experts

Evidence, methods and technical implications.

“Huge thanks to my collaborators @RheaSukthanker, @CameronPashmina, and @Emy_Aze. Paper: https://arxiv.org/abs/2608.28444”

2 experts discussed this · 2 posts
Alexia Jolicoeur-Martineau: Simple beats complicated: We show that switching to a sliding-window attention mask with attention sinks (at no cost) beats linear attention post-training. Huge thanks to my collaborators Rhea Sukt…
Miguel Alonso Jr.: Simple beats complicated: We show that switching to a sliding-window attention mask with attention sinks (at no cost) beats linear attention post-training. Huge thanks to my collaborators Rhea Sukt…
James MacGlashan: Makes me wonder if you can remove the sinks if you use softmax-1?
Open the full discussion →
Primary source arxiv.org ↗
Established AI field signal Signal 10d ago
⚡ 26 h early

z.ai

5 experts across 3 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Sung Kim, Z.ai
“GLM-5.3 is now open-weight. Their most capable model for agentic coding and cyber defense is now available to download, run, and customize. Weights: huggingface.co/zai-org/GLM-5.3 Tech blog: z.ai/blog/glm-5.3” evidence ↗
5 experts 3 communities 1 sources clustered
Tim Kellogg Sung Kim Miguel Alonso Jr. John David Pressman Z.ai
Primary source z.ai ↗
Established AI field signal Signal 10d ago
⚡ 6 h early

zai-org/GLM-5.3 · Hugging Face

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Sung Kim
“GLM-5.3 is now open-weight. Their most capable model for agentic coding and cyber defense is now available to download, run, and customize. Weights: huggingface.co/zai-org/GLM-5.3 Tech blog: z.ai/blog/glm-5.3” evidence ↗
2 experts 2 communities 1 sources clustered
Sung Kim Miguel Alonso Jr.

“GLM-5.3 is now open-weight. Their most capable model for agentic coding and cyber defense is now available to download, run, and customize. Weights: huggingface.co/zai-org/GLM-5.3 Tech blog: z.ai/blog/glm-5.3”

Primary source huggingface.co ↗
Established AI field signal Resource 12d ago
⚡ 12 h early
ZCode GLM-5.2 coding harness release

ZCode - Simple, Fast, Vibe‑Ready | Official Harness for GLM-5.2

4 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Sung Kim, Z.ai
“Blog: z.ai/blog/glm-5.3... Available now across all official platforms: Weights: huggingface.co/zai-org/GLM-... API: docs.z.ai/guides/llm/g... Coding Plan: z.ai/subscribe ZCode: zcode.z.ai/en Chat: chat.z.ai AutoClaw: autoclaw.z.ai” evidence ↗
4 experts 2 communities 1 sources clustered
Sung Kim Miguel Alonso Jr. Zixuan Li Z.ai
How the network is reacting 2 experts are emphasizing research & technical analysis.
Shared emphasis

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“Blog: z.ai/blog/glm-5.3... Available now across all official platforms: Weights: huggingface.co/zai-org/GLM-... API: docs.z.ai/guides/llm/g... Coding Plan: z.ai/subscribe ZCode: zcode.z.ai/en Chat: chat.z.ai AutoClaw: autoclaw.z.ai”

Primary source zcode.z.ai ↗
Established Models & releases Development 16d ago
⚡ 8 h early
DeepMind AI games research frontiers

Exploring new frontiers of AI and games research — Google DeepMind

2 experts are actively discussing the implications.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Lynn Cherny
“Google DeepMind article on 15 tears of Ai game research” evidence ↗
2 experts 1 community 1 sources clustered
Lynn Cherny Miguel Alonso Jr.

“Google DeepMind article on 15 tears of Ai game research”

2 experts discussed this · 2 posts
Lynn Cherny: Google DeepMind article on 15 tears of Ai game research
Miguel Alonso Jr.: Google DeepMind article on 15 tears of Ai game research
austegard.com: 🤣😭😢😹😂😿😂😹😢😭🤣😭😢😹😂
Open the full discussion →
Primary source deepmind.google ↗
Established Agents & robotics Analysis 9d ago
⚡ 40 h early
RL evaluation bottleneck analysis

RL is bottlenecked by evaluation, not algorithms - rl-blogging

2 experts are actively discussing the implications.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Eugene Vinitsky
“If like me you're curious why most algorithmic papers in RL land with a thud, here's my argument as to why.” evidence ↗
2 experts 2 communities 1 sources clustered
Eugene Vinitsky Miguel Alonso Jr.

“If like me you're curious why most algorithmic papers in RL land with a thud, here's my argument as to why.”

2 experts discussed this · 4 posts
Eugene Vinitsky: If like me you're curious why most algorithmic papers in RL land with a thud, here's my argument as to why.
Eugene Vinitsky: As always my rule is write fast with minimal editing, so forgive the mistakes. They at least prove minimal LLM involvement.
Miguel Alonso Jr.: If like me you're curious why most algorithmic papers in RL land with a thud, here's my argument as to why.
Open the full discussion →
Primary source rl-blogging.leaflet.pub ↗
Established Models & releases Release 14d ago
⚡ 24 h early
Ox Alpha model API launch

Ox Alpha - API Pricing & Providers

3 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Tim Kellogg
“Ox Alpha, a new stealth model on openrouter. People are saying it’s stronger than Sol & Fable. No benchmarks yet. Some are hypothesizing it’s Chinese. Everyone seems convinced that it’s not OpenAI or Anthropic openrouter.ai/stealth/ox-a...” evidence ↗
3 experts 1 community 1 sources clustered
OpenRouter Tim Kellogg Miguel Alonso Jr.

“Ox Alpha, a new stealth model on openrouter. People are saying it’s stronger than Sol & Fable. No benchmarks yet. Some are hypothesizing it’s Chinese. Everyone seems convinced that it’s not OpenAI or Anthropic openrouter.ai/stealth/ox-a...”

“Track Ox Alpha's data live: https://t.co/noXptFpet3”

Primary source openrouter.ai ↗
Debates gaining attention

What experts are discussing without an anchoring article

4 experts · 15 posts · 14d ago
Ted Underwood Tim Kellogg Miguel Alonso Jr. jake
Matches Research & technical analysis
“yeah, if you got an optimization problem, might as well go max, bc it’ll really do well, even better but if you’re talking about finding function parameters, ehhh, luna/xhigh will be a much better …” evidence ↗
Multiple readings Building & implementation · 1 Opportunity & adoption · 1
Tim Kellogg: i’ve noticed with Sol on high or xhigh, if you give it a task that doesn’t require intelligence, it will turn it into a task that requires intelligence it’s honestly a really good idea to keep all …
Tim Kellogg: pretty sure i’ve seen the same thing with Terra/xhigh, i don’t think luna/xhigh will do it though symptom: a very easy task takes 2 hours
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