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Air Street Press

Nathan Benaich (Air Street Capital)press.airstreet.com
As an AI-native investor, we believe it’s important to be a hands-on contributor to the community. Since our earliest days, we’ve been building in public - whether that’s sharing our perspectives on the direction of the field, emerging best practice for building AI-first companies, organizing meet-ups, and campaigning for policy change. Air Street Press brings together all of our content under one umbrella. Subscribe to listen to our analysis, portfolio news, Guide to AI monthly newsletter, annual State of AI Report, and our policy work.
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Episodes

The AI rollup mirage and the risk of repeating old mistakes

Across the technology investing world, investors are scaling their bets on a seductive thesis: Generative AI will transform low-margin service businesses into high-margin software companies. Several well-known platform venture firms have committed billions to this strategy and have begun to make their bets. This essay is co-authored by Nathan Benaich and Nikola Mrksic, CEO of PolyAI.

Jun 27, 20258 min

From research to production with Gemini and Paige Bailey

At this year’s RAAIS, Paige Bailey of Google DeepMind delivered her talk on AI research to production with interactive demos and a clear thesis: “I’m going to show you how to automate significant parts of your work.” Generative models are now a co-author, a debugger, a lab assistant, a video editor. And increasingly, models are doing the work behind the curtain while you coach and edit. Here’s her talk and a narrative of the key insights:

Jun 26, 20254 min

Ten years of RAAIS. Day one in AI.

A decade is a familiar yardstick for measuring progress. In that time, we tend to expect steady, incremental change. Historically, meaningful change tends to unfold slowly. In AI, however, the last ten years has been a story of "gradually, then suddenly". The weekly model launches we are now accustomed to feel incremental in the heat of the moment, but a ten-year look back reveals a landscape transformed by something that feels closer to magic. At our 9th Research and Applied AI Summit (RAAIS), ...

Jun 24, 20256 min

Guide to AI: June 2025

What you need to know in AI across geopolitics, big tech, hardware, research, models, datasets, financings and exits over the last 4 weeks.

Jun 08, 202536 min

What Wall Street didn't see coming

Generative models, reinforcement learning, model efficiency, DeepMind and NVIDIA's impact weren't top of mind on Wall Street back in 2016...

May 23, 20256 min

The AI Factory Illusion

Where politics and power meet AI. In recent months, a subtle but politically astute rebranding has propagated across the AI industry. Leading figures like NVIDIA’s Jensen Huang and OpenAI’s Sam Altman are no longer calling the backbone of AI infrastructure "AI data centers." Instead, they refer to them as "AI factories." At first glance, this might seem like hype-driven marketing speak. But the intent and implications of this linguistic shift are anything but trivial. The rebranding is deeply po...

May 20, 20257 min

Guide to AI: May 2025

Welcome to the latest issue of your guide to AI, an editorialized newsletter covering the key developments in AI policy, research, industry, and start-ups over the last month.

May 11, 202532 min

Biology has scaling laws too

On Profluent’s launch of ProGen3, a new family of protein language models trained on over 3.4 billion protein sequences.

May 06, 20255 min

Your guide to AI: April 2025

What you need to know in AI across geopolitics, big tech, hardware, research, models, datasets, financings and exits over the last 4 weeks.

Apr 06, 202533 min

Staking your ground

Why startups should push an ambitious public-facing agenda from day one

Mar 23, 20255 min

Guide to AI: March 2025

What you need to know in AI across geopolitics, big tech, hardware, research, models, datasets, financings and exits over the last 4 weeks.

Mar 02, 202536 min

See you in Berlin, Munich and Zurich!

We’re about to set off to bring Air Street AI meetups to Berlin on Thursday 20th Feb, Munich on Tuesday 25th Feb and Zurich on the 4th March. We focus these events on a) best practices that entrepreneurs and researchers can learn from and b) attracting the very best contributors and heavily curating event attendance to make sure that everyone makes high-value connections. Each event will host circa 100 people and to facilitate connections we share the list of attendees ahead of time so you’re ab...

Feb 18, 20254 min

Our investment in Fern Labs

$3M day one financing to build multi-agent systems for real-world problems. Learn more at www.fern-labs.ai

Feb 09, 20253 min

State of AI outtakes #2: embodied AI

The State of AI Report aims to provide a comprehensive overview of everything you need to know across AI research, industry, politics, and safety. To ensure the report remains at a manageable length, lots of material doesn’t make it into the final version. We’re bringing Air Street Press some of the research that didn’t make the original cut, along with our own reflections. Read more on press.airstreet.com and www.stateof.ai

Feb 04, 20258 min

Guide to AI: January 2025

Welcome to the latest issue of your guide to AI, an editorialized newsletter covering the key developments in AI policy, research, industry, and start-ups over the last month.

Feb 01, 202532 min

UK defence and dynamism

Air Street’s submission to the UK Strategic Defence Review. You can read more at press.airstreet.com and https://press.airstreet.com/p/uk-defence-and-dynamism

Jan 26, 202514 min

Vibe shifts: Microsoft and Google on AI

The dawning AI-first era is creating clear winners and losers. Here we dive into the vibe shift of both Microsoft and Google in their work on AI.

Jan 23, 20256 min

91% of AI papers used NVIDIA in 2024

Final 2024 statistics for AI chip usage across NVIDIA, Google, Huawei, Apple, AMD, Cerebras, Cambricon, Graphcore, Groq, SambaNova, and Intel Habana in the State of AI Report Compute Index.

Jan 21, 20254 min

AI-first biology: five years on

Revisiting my 2019 lecture on why biology was experiencing its AI moment. Read more at press.airstreet.com and https://press.airstreet.com/p/ai-first-biology-five-years-on

Jan 19, 202518 min

Vibe shifts: is AI still an existential risk?

The dawning AI-first era is creating clear winners and losers. We’re seeing giants of the past lose ground, while companies that few initially believed in defy their sceptics. At the same time, the terms of big macro debates in the field seemingly change overnight. In this “vibe shifts” series, we’ll be diving into some of these stories and drawing a few lessons for entrepreneurs and investors. Here we dive into the vibe shift around existential risk.

Jan 17, 20256 min

Profluent unveils Protein2PAM

New research from Profluent Bio validates the power of machine learning models to design bespoke biological systems at scale.

Jan 14, 20253 min

How not to build a drone

How the EU spent 16 years and €8 billion on a drone that may never fly. You can read the essay on press.airstreet.com at https://press.airstreet.com/p/how-not-to-build-a-drone

Jan 12, 202513 min
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