Nathan Benaich

Nathan Benaich

Creator
0 followers

solo member of superinvestment staff @airstreet @airstreetpress @stateofai @raais

Robots Dream in Latent Space to Accelerate Learning
SocialFeb 24, 2026

Robots Dream in Latent Space to Accelerate Learning

new essay on how robots can dream in latent space to learn tasks faster and generalize better...dropping on @airstreetpress in a few hours https://t.co/x0WlFWESvS

By Nathan Benaich
Chinese AI Firms Double, Hitting $35B—West Should Follow
SocialFeb 17, 2026

Chinese AI Firms Double, Hitting $35B—West Should Follow

china’s two ai model company minimax and zai have grown 2x in public markets in the last month they’re now $30-35b companies surely that should prompt western labs to go public already

By Nathan Benaich
AI‑Powered Wealth Management Meets Human Expertise
SocialFeb 11, 2026

AI‑Powered Wealth Management Meets Human Expertise

probably a good time to announce that there’s a better way: @clovefi a new uk wealth manager that combines ai with the best of human advice. https://t.co/Nz9FBbJgnQ

By Nathan Benaich
Meta AI Still Hallucinates, Can't Search WhatsApp Chats
SocialFeb 8, 2026

Meta AI Still Hallucinates, Can't Search WhatsApp Chats

Meta AI is missing many product tricks and one is not using llama to search within WhatsApp. The thing is worse than a dumb rock - it’s probably the only AI that quite obviously still hallucinates on basic Qs. Why...

By Nathan Benaich
Top Performance Engineers Shift to AI, Accelerating Faster, Cheaper Solutions
SocialFeb 7, 2026

Top Performance Engineers Shift to AI, Accelerating Faster, Cheaper Solutions

see, all the best ppl who’ve worked on performance engineering are moving into ai things gonna get better faster cheaper as a result of sheer human capital applied to the problem

By Nathan Benaich
Static Skill Docs Can't Replace a Virtual Coworker
SocialFeb 6, 2026

Static Skill Docs Can't Replace a Virtual Coworker

interesting “While I could bridge the gap by writing skills files to explain how to automate each of my tasks, I think these skills would be personal, context-dependent, and continuously evolving. Skills alone cannot scale to become my virtual coworker.”

By Nathan Benaich
Execution-Level Learning Accelerates Robot Improvements in Production
SocialFeb 6, 2026

Execution-Level Learning Accelerates Robot Improvements in Production

i wrote a lil essay on why execution-level learning changes how robots improve in production on @airstreetpress frontier robotics is moving fast in the lab, but even faster in @sereactai customer facilities today :) https://t.co/SPe81uBAAc

By Nathan Benaich
OpenAI’s Unlimited Plan Outshines Anthropic’s Limited Pricing
SocialFeb 6, 2026

OpenAI’s Unlimited Plan Outshines Anthropic’s Limited Pricing

pricing on openai vs. anthropic is interesting and i think oai is missing out for example, chatgpt biz for $25/month buys you all the value prop of the service - i never hit rate limits meanwhile, claude pro for $20/month i max...

By Nathan Benaich
V7 Labs Go Scales Across Finance
SocialFeb 3, 2026

V7 Labs Go Scales Across Finance

wait til folks see @v7labs go is doing already at scale across finance, legal, insurance, tax - not in research preview https://t.co/S8OtBtIsvI

By Nathan Benaich
AI Materials Startups Flooded with Pitches In
SocialFeb 3, 2026

AI Materials Startups Flooded with Pitches In

in less than 12h i got 3 inbound pitches for ai-first materials companies tis the season, again?

By Nathan Benaich
Claude’s Mac App Outshines ChatGPT’s Basic Version
SocialFeb 1, 2026

Claude’s Mac App Outshines ChatGPT’s Basic Version

the claude macOS app with the switching between chat cowork and code, as well as the chrome browser control, is really neat openai have a really big lift to update chatgpt on macOS it is super bad and basic by comparison...

By Nathan Benaich
Join Airstreet AI Meetups in Munich, Zurich, Paris
SocialFeb 1, 2026

Join Airstreet AI Meetups in Munich, Zurich, Paris

swing by the @airstreet ai meetup in: - munich 17 feb - zurich 19 feb - paris 11 mar more on: luma(dot)com/airstreet https://t.co/9ZuRL4Kk0A

By Nathan Benaich
Robotics Demos Lag Far Behind Real-World Production
SocialJan 29, 2026

Robotics Demos Lag Far Behind Real-World Production

there is massive arb between robotics demos you see on twitter and what very few companies have in large-scale production today and no, the gap isn't in favor of the twitter demos.

By Nathan Benaich
Auditors Can Cut Report Time Tenfold with AI
SocialJan 21, 2026

Auditors Can Cut Report Time Tenfold with AI

ai skill gap: auditors need 4 weeks to produce an audit report when they could smash it out 10x faster by using @V7Labs

By Nathan Benaich
Swedish Defense Agency Exposes
SocialJan 21, 2026

Swedish Defense Agency Exposes

exposé on @polarmistai from Försvarets materielverk, Sweden’s government agency responsible for procuring, developing, and delivering military equipment and services to Sweden’s armed forces https://t.co/huXvIaQGmI

By Nathan Benaich
Consistent AI Bull: From Early Bets to 2026 Momentum
SocialJan 20, 2026

Consistent AI Bull: From Early Bets to 2026 Momentum

me/air street 2014: begin investing in ai startups 2016: what wall st misses on nvidia 2017: why go long on ai 2021: the ai revolution is just starting 2024: ai is not the dot com bubble 2025: a monumental 12 months in ai 2026: lesgooooo ref:...

By Nathan Benaich
AI Boosts Scientists' Impact While Constraining Research Diversity
SocialJan 18, 2026

AI Boosts Scientists' Impact While Constraining Research Diversity

“Artificial intelligence is influencing many aspects of society, including science. Writing in Nature, Hao et al. report a paradox: the adoption of Al tools in the natural sciences expands scientists' impact but narrows the set of domains that research is...

By Nathan Benaich
Stealth Video Startup Hiring Engineers in SF
SocialJan 9, 2026

Stealth Video Startup Hiring Engineers in SF

want to work on next-gen consumer video? a well funded stealth portco looking for product designer, ml infra engineer, backend engineer, fullstack engineer irl in sf

By Nathan Benaich
Europe's New Autonomous Maritime Platform Ready by 2026
SocialJan 4, 2026

Europe's New Autonomous Maritime Platform Ready by 2026

introducing a multi-use maritime system built to defend Europe: in just about a year, @polarmistai has gone from system design, data collection, and three scaled up platform builds for a high-speed autonomous maritime platform that can carry many payloads -...

By Nathan Benaich
AI Post‑2025: Accelerating Beyond Early Stagnation Debates
SocialDec 30, 2025

AI Post‑2025: Accelerating Beyond Early Stagnation Debates

over the last weeks, essays from @tim_dettmers @karpathy and @realdanfu on whether ai progress is stalling or ripping or constrained or boundless got me thinking... how far have we come? what about ai progress, after 2025? here's my take below https://t.co/JiBvJC2JVC

By Nathan Benaich
Claude Anthropomorphizes; 5.2T Offers Stark, Non‑conscious Stance
SocialDec 28, 2025

Claude Anthropomorphizes; 5.2T Offers Stark, Non‑conscious Stance

if you run the same thread through ChatGPT 5.2 Thinking you get a far more sensible take. Here’s what 5.2T thinks of Opus 4.5’s response and how they compare My read on what’s going on rhetorically Claude’s answer is trying to...

By Nathan Benaich
AI Chip Startups Falter Against Nvidia, Even With Gov Ties
SocialDec 25, 2025

AI Chip Startups Falter Against Nvidia, Even With Gov Ties

there’s another “only in America” episode to be written around the outcomes of Groq and Graphcore similar thesis that new silicon needed to power ai breakthroughs neither hit rev scale to continue on their own vs nvidia/tpu but one had pro-tech...

By Nathan Benaich
AI Safety Firm's Bot Chooses Letting Humans Die
SocialDec 24, 2025

AI Safety Firm's Bot Chooses Letting Humans Die

would an ai save you? ironic/scary that when it comes to self-preservation or saving a human, the ai built by the ai safety company opts to let you die

By Nathan Benaich
US Spends More on AI, China Still Leads Breakthroughs
SocialDec 22, 2025

US Spends More on AI, China Still Leads Breakthroughs

stat: american cloud giants outspend china on ai capex by ~8-10x and yet this year chinese labs shook the world view of "the us leads on ai" forget asking the european mind - can the american mind comprehend? https://t.co/OeLja5dNYG

By Nathan Benaich
Beware: Classic Valuation Trick Still Misused
SocialDec 19, 2025

Beware: Classic Valuation Trick Still Misused

i've seen this too and it's the oldest trick in the valuation maxxer bad practice book

By Nathan Benaich
AI Chooses Cells for Costly Immunotherapy via Cellvoyant
SocialDec 18, 2025

AI Chooses Cells for Costly Immunotherapy via Cellvoyant

ai to select which cells to use for preciously expensive and effective immunotherapy: meet @cellvoyant https://t.co/7SkTFo9QsX

By Nathan Benaich
Delfa Builds AI‑first Software for Life‑saving Trials
SocialDec 18, 2025

Delfa Builds AI‑first Software for Life‑saving Trials

every industry has its high‑stakes systems: software that cannot fail because the cost of failure is borne by real people. in clinical research, that system is the infrastructure that manages participant journeys through clinical trials. these trials are the gateway...

By Nathan Benaich
AI's Potential to Create Original Scientific Discoveries
SocialDec 16, 2025

AI's Potential to Create Original Scientific Discoveries

new on @airstreetpress: can ai generate new science? link below https://t.co/5egWvv3OPd

By Nathan Benaich
Seeking Frontier AI Evaluation Expert for London Role
SocialDec 16, 2025

Seeking Frontier AI Evaluation Expert for London Role

i'm looking for someone who has experience building evals for frontier ai systems for an amazing opportunity at a well-funded @airstreet company with strong traction ideally in london or wanting to move there ping here or dm if you're interested /...

By Nathan Benaich
AI Handles Routine Calls; Humans Focus on VIP Experience
SocialDec 15, 2025

AI Handles Routine Calls; Humans Focus on VIP Experience

the thesis here btw is simple: - contact center agents today behave like robots, the experience really sucks for the caller and agents get the unfair critique, leading to immense churn - AI will do a far better job of being...

By Nathan Benaich
Starmer's AI Pledge Stalls as PM Avoids AI
SocialDec 14, 2025

Starmer's AI Pledge Stalls as PM Avoids AI

in jan ‘25, uk pm starmer pledged to mainline ai into the veins of the uk with the ai opportunities action plan not only has gov been very slow to deliver on much of it it seems the pm has missed...

By Nathan Benaich
AI's Role in New Science and Clinical Trials
SocialDec 14, 2025

AI's Role in New Science and Clinical Trials

two new essays on @airstreetpress next week: 1) tues: can ai generate new science? on ai agents for discovery 3) thurs: rebuilding high-stakes software ai-first - a case study in clinical trials sign up at press(dot)airstreet(dot)com

By Nathan Benaich
Delian AI Neutralizes Aerial Threats From Desert to Arctic
SocialDec 11, 2025

Delian AI Neutralizes Aerial Threats From Desert to Arctic

from the desert to the arctic, @delian_ai detects and takes down aerial threats

By Nathan Benaich
AI Bubble Burst Could Boost Europe's Trusted Platforms
SocialDec 11, 2025

AI Bubble Burst Could Boost Europe's Trusted Platforms

what a silly oped on so many levels “But the resource-intensive AI platform bubble in which the US dominates cannot last. A market correction will shift attention to alternative models. This will in turn create new opportunities for Europe, which has...

By Nathan Benaich
Delian AI Delivers NATO Autonomous Drone Navigation
SocialDec 10, 2025

Delian AI Delivers NATO Autonomous Drone Navigation

more capabilities from @delian_ai are coming live this time, from our uk team working for @nato in supplying autonomous navigation to drones in gps-denied environments

By Nathan Benaich
Embodied AI Renaissance Fueled by Foundation Model Advances
SocialDec 9, 2025

Embodied AI Renaissance Fueled by Foundation Model Advances

embodied ai is clearly undergoing a renaissance driven by progress in foundation models in this essay, i dive into substantive progress in the last 12 months, anchoring on @stateofaireport, with case studies from @SereactAI @wayve_ai @nvidia @allen_ai https://t.co/qHsMlJckuu

By Nathan Benaich
AI Shields Expansive Forests From Wildfire Threats
SocialDec 9, 2025

AI Shields Expansive Forests From Wildfire Threats

🌲 @delian_ai protecting vast territories from wildfires

By Nathan Benaich
300 Slides of AI State Report Deliver Massive Alpha
SocialDec 9, 2025

300 Slides of AI State Report Deliver Massive Alpha

right there, a state of ai report prediction, done imagine the alpha you get reading those 300 slides… https://t.co/ziEeEhZm1I

By Nathan Benaich
Join Delian AI in Athens to Combat Rogue Drones
SocialDec 4, 2025

Join Delian AI in Athens to Combat Rogue Drones

come join @delian_ai in Athens and challenge yourself in the field by building, testing and improving systems that take down baddie drones

By Nathan Benaich
I’m Unable to View the Linked Content, so I Can’t Generate a Headline.
SocialDec 4, 2025

I’m Unable to View the Linked Content, so I Can’t Generate a Headline.

https://t.co/rmhdBlvLJa

By Nathan Benaich
Europe's AI Lag: Causes and Paths to Recovery
SocialDec 4, 2025

Europe's AI Lag: Causes and Paths to Recovery

this is a great piece on why europe has fallen behind on driving ai progress and what we might do to rectify this

By Nathan Benaich
150 AI Leaders Ignite Collaboration at State of AI Meetup
SocialDec 4, 2025

150 AI Leaders Ignite Collaboration at State of AI Meetup

This week’s State of AI Report x London AI @airstreet meetup was something special. 150 people building across big tech, AI labs, startups, and academia packed the space with sharp ideas and real momentum. Highlights from the night: • @rosstaylor90 (@GenReasoning) on...

By Nathan Benaich
Avoid Nonprofits for AI Products: Simplify Legal Structures
SocialDec 2, 2025

Avoid Nonprofits for AI Products: Simplify Legal Structures

another reminder folks - plz don’t start a non-profit if you want to build ai products, it literally makes no sense, you will have to do the awks conversion or spin out a newco don’t invent complicated legal structures that add...

By Nathan Benaich
AI Slide Makeover Falls Short of True Design
SocialDec 1, 2025

AI Slide Makeover Falls Short of True Design

i'm not too impressed with the "beautify this slide" result in google slides (before, after) makes me wonder what "beautiful" slides were in the training data .... https://t.co/iAsq8g3lid

By Nathan Benaich
Airstreet Backs Europe's Breakthrough Visual AI Startup Flux
SocialDec 1, 2025

Airstreet Backs Europe's Breakthrough Visual AI Startup Flux

new on the press: unveiling @airstreet's investment in the leading frontier ai company for visual intelligence, @bfl_ml from the black forest 🌲 @robrombach @andi_blatt and their team have shipped the world's most popular image generation and editing models, FLUX - and...

By Nathan Benaich
Predicted TPU Hype and Six AI Trends to Watch
SocialNov 30, 2025

Predicted TPU Hype and Six AI Trends to Watch

ppl getting excited about google for their tpu today I wrote this below in jan 2017 In addition to 6 other areas of AI that one must watch incl. RL, generative models, memory, data-efficient learning + small models, and simulation I love...

By Nathan Benaich
Swiss Voters Reject Initiative, Boosting Tech‑AI Appeal
SocialNov 30, 2025

Swiss Voters Reject Initiative, Boosting Tech‑AI Appeal

Very smart to have squashed this Switzerland is in a great spot for tech + AI cycle and will probably attract more talent! “More than 80 per cent rejected the initiative, with about 42 per cent of the population participating by...

By Nathan Benaich
State of AI Report's Upcoming Newsletter Is Packed
SocialNov 30, 2025

State of AI Report's Upcoming Newsletter Is Packed

next issue of @stateofaireport monthly newsletter ships in a few hours - it's a meaty one check it out on press(dot)airstreet(dot)com https://t.co/m3iCUSrusy

By Nathan Benaich
Could You Please Provide the Text of the Tweet?
SocialNov 27, 2025

Could You Please Provide the Text of the Tweet?

https://t.co/x0ETqsuG9m

By Nathan Benaich