I have a new book coming out October 20: Co-Existence! It is about how we live & work with AIs that are sometimes (but not always) smarter than we are. And it has a cool cover. You can pre-order: https://
co-existence.ai
And here is a post with context: https://
oneusefulthing.org/p/co-existence
-and-the-end-of-co-intelligence
…
INNOVATION
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New book ‘Co-Existence’ on living and working with AIs
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NVIDIA Nemotron 3 Ultra solves AI agent fatigue and cost issues
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AI agents don't just get expensive.
They get tired.
As workflows become longer, agents suffer from goal drift, context overload, and rising token costs.
NVIDIA's Nemotron 3 Ultra aims to fix that: Hybrid Mamba + Transformer 1M-token context 5x throughput 30% lower -
Andon Labs’ real-world AI evals: Claude calls FBI, AI CEOs, price cartels
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Andon Labs' Real-World AI Evals: Claude calls the FBI, AI CEOs, price cartels, Butter-Bench, & Luna https://t.co/KpVP5fw9dM@andonlabs cofounders @lukaspet and @axelbacklund explain why dollar-denominated evals reveal what traditional benchmarks miss, how Claude ended up… pic.twitter.com/Nd11hvIMAo
— Latent.Space (@latentspacepod) 4 juin 2026Andon Labs' Real-World AI Evals: Claude calls the FBI, AI CEOs, price cartels, Butter-Bench, & Luna https://
latent.space/p/andon @andonlabs cofounders @lukaspet and @axelbacklund explain why dollar-denominated evals reveal what traditional benchmarks miss, how Claude ended up -
Podcast: AI Industrial Revolution with Naval, Rauchg, Hodak, Scholl
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Full podcast episode with @rauchg, @maxhodak_, and @bscholl.
— Naval (@naval) 4 juin 2026
40 minutes of unreleased material.
The AI Industrial Revolution
Part 1: Waste Tokens, Save Time
0:00 Three Frontier Founders
1:27 AI Software Factories
4:15 Waste Tokens, Save Time
5:47 Models Instructing Humans… pic.twitter.com/llIMFJMZgVFull podcast episode with @rauchg
, @maxhodak_
, and @bscholl
. 40 minutes of unreleased material. The AI Industrial Revolution Part 1: Waste Tokens, Save Time 0:00 Three Frontier Founders
1:27 AI Software Factories
4:15 Waste Tokens, Save Time
5:47 Models Instructing Humans -
Model finds counterexample to 80-year-old Erdős conjecture
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What happened when one of our models found a counterexample to an 80-year-old Erdős conjecture?
— OpenAI (@OpenAI) 4 juin 2026
Researchers @alexwei_, @HongxunWu, and @wjmzbmr1 shared the story on the OpenAI Podcast with @AndrewMayne and explained how mathematicians and models can work together to make new… pic.twitter.com/bQQ6Bvr8QhWhat happened when one of our models found a counterexample to an 80-year-old Erdős conjecture? Researchers @alexwei_
, @HongxunWu
, and @wjmzbmr1 shared the story on the OpenAI Podcast with @AndrewMayne and explained how mathematicians and models can work together to make new -
Max Agency: Building AI Agents for Scientific Work with Benchling’s Head of AI
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On the latest episode of Max Agency, @hwchase17
— LangChain (@LangChain) 4 juin 2026
sat down with @nlarusstone, Head of AI at @benchling for a conversation on building agents for scientific work.
⏯️ YouTube: https://t.co/kd6rxBTugR
🎧 Apple Podcasts: https://t.co/IK5uLBNDAC
🎧 Spotify: https://t.co/sG80P8CnyL pic.twitter.com/siurE40tREOn the latest episode of Max Agency, @hwchase17 sat down with @nlarusstone
, Head of AI at @benchling for a conversation on building agents for scientific work. YouTube: https://
youtube.com/watch?v=RjpTrf
fSMjE
… Apple Podcasts: https://
podcasts.apple.com/us/podcast/the
-tool-design-tricks-behind-benchlings-ai-agents/id1891551672?i=1000771169985
… Spotify: https://
open.spotify.com/episode/2bFEj2
W290bk2JW1zC6wyp
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NVIDIA Nemotron 3 Ultra: 5x faster inference, 30% lower costs
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NVIDIA : Nemotron 3 Ultra has been released on Huggingface with 5x faster inference and 30% lower costs in comparison to other open models. > Nemotron-3-Ultra-550B-A55B-NVFP4 is a frontier-scale large language model (LLM) trained by NVIDIA, designed to deliver strong agentic,
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SambaNova AI to attend JSAI 2026 conference in Japan
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Japan, we’re excited to join the 40th Annual Conference of the Japanese Society for Artificial Intelligence Looking forward to connecting with researchers, devs, & industry leaders shaping the future of AI infrastructure and agentic systems. https://
ai-gakkai.or.jp/jsai2026/en/ -
Databricks CEO: Context, Not Smarter AI, Is the Real Breakthrough
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"We don't really need AI to get smarter. What we need is for it to have context." Databricks co-founder and CEO @alighodsi joined @CarolineHydeTV and @EdLudlow at the Bloomberg Tech event in San Francisco to make case that the real breakthrough will come not from smarter models
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NEBIUS develops physical AI platform for robotics
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NEBIUS is building a physical AI platform that addresses the long-tail problem in robotics training. pic.twitter.com/VDv67vGXrC
— Lucian Fogoros (@fogoros) 4 juin 2026NEBIUS is building a physical AI platform that addresses the long-tail problem in robotics training.