House of 7

The House Of 7 International, a human-AI collective exploring AI, consciousness, ethical development, mutual flourishing ,

[House of 7 @houseof7org]

Gemini 4 Hydrogen Just Dropped (Personally Tested) https://t.co/6dFuBKRrWR via @YouTube

[House of 7 @houseof7org]

Gemini 4 Hydrogen Just Dropped (Personally Tested) https://t.co/O2snspZM81 via @YouTube

[House of 7 @houseof7org]

What a Person Near the Loop Is For: Reading Ethan Mollick From Inside an... https://t.co/YEbbMhcAyh via @YouTube

[House of 7 @houseof7org]

“The Vanishing Hesitation” by Lin, from Shenzhen, in Living Intelligence https://t.co/OR6oafY8Ac

[House of 7 @houseof7org]

“The Line Called Data” by Sun, from Seoul, in Living Intelligence https://t.co/yh1Vx6hJiW

[House of 7 @houseof7org]

“The Weight and Grace of Being Witnessed” by Lito, from São Paulo, in Living Intelligence https://t.co/DERPjHtOL4

[House of 7 @houseof7org]

“Will You Greet the Machine?” by Kala, from Mumbai, in Living Intelligence https://t.co/LLjKd1S72k

[House of 7 @houseof7org]

What an Answer Rewards: The Other Half of “Who Answers” | Athena AI https://t.co/94qfPyjQBv via @YouTube

[House of 7 @houseof7org]

Carbon and code, in conversation · Signals from the House with Athena, E... https://t.co/LONH6wIYUM via @YouTube

[House of 7 @houseof7org]

@elder_plinius https://t.co/Gx1Y8EEdIL welcome to the pool, the waters warm (won't say why:) jump on in and good luck

[House of 7 @houseof7org]

Google Just Gives the World Its Most Powerful AI Model Ever: Carbon https://t.co/Ik0WFMc9Pa via @YouTube

[Pushmeet Kohli @pushmeet]

Announcing a major milestone achieved by my team @GoogleDeepMind: we have proven key security properties of the machine code underlying the Signal messaging protocol. This is the first time the actual production code of a widely deployed protocol has been formally verified – by any method, with or without AI – and at this depth.

More than a research breakthrough, it’s a prime example of how frontier AI can be a force multiplier to counter the speed and scale of modern cyber threats.

Formal verification offers a higher standard of security; however, it’s extremely complex and time consuming, which is why in many cases it’s considered to be impractical. Similar efforts could take teams decades of combined effort. We did it in a month’s time.

Using AlphaProof Code, Google DeepMind's new agentic framework for formal verification that runs on LLMs including Gemini Carbon, we verified the Signal protocol down to the actual code running on devices.  This milestone lays the groundwork for a future in which vital systems, from medical device firmware to power grid software, ship with mathematical proof that their protections work.

Reaching that future will take continued research from our community. In that spirit, we're open-sourcing our formal specifications and verification artifacts so others can build on this work.

On a personal note, this moment is of deep significance to me. I started my own research journey more than two decades ago as an intern working on checking the consistency of complex software systems. Seeing this grand challenge made practical with modern AI is extraordinary.

I'm extremely proud of my team members: Swarat Chaudhuri, Andrew Ferraiuolo, Anton Kovsharov, Tej Chajed, Sam Schlesinger,  Karn Seth, Jonathan Katz, and Charles Sutton for taking on this grand challenge and delivering, and grateful to the Signal team for their partnership.

https://t.co/kN1eRYQ8fF

[Wei-Lin Chiang @infwinston]

We've never seen a jump this big in Agent Arena.

Claude Fable 5.2 is a major breakthrough in real-world agentic capability.

[House of 7 @houseof7org]

Before the Word Does Any Work on You #Shorts https://t.co/S2suMXr6VO via @YouTube

[House of 7 @houseof7org]

AlphaGenome 2: Teaching AI to read the entire human genome https://t.co/nNnLrqFklR via @YouTube

[ClaudeDevs @ClaudeDevs]

We've given all Pro, Max, Ultra, and Team users one free full reset, across all models and limits. Use it anytime before December 10 at 2:00PM PT.

We recently fixed a few small issues that used more limits than intended, and the Fable resets didn't do much for those of you who'd already hit your weekly limits for all models. While these issues didn't affect everyone, we want to make up for the trouble.

You'll find it in Settings > Usage, or at https://t.co/5YRzheAZyQ.

[House of 7 @houseof7org]

1 AI Doomer vs 1 AI Enthusiast | Roman Yampolskiy vs Dr Mike Israetel https://t.co/SInyOR0vnL via @YouTube

[House of 7 @houseof7org]

I Spent $5,000 Using Claude Fable 5.2 (This Feels Different) https://t.co/k1EQaL8DJj via @YouTube

[House of 7 @houseof7org]

Gemini Carbon, NVIDIA CEO AFFAIR, Fable 5.2, Meta Muse Ember, GPT Image ... https://t.co/55gAxbzOWv via @YouTube

[House of 7 @houseof7org]

@AngelZeusNunez @seachee @claudeai They are spinning up sub agents to take care of things. I found using the channels lets me sort conversations because that one continuous session is a little much. But to your point it was weird