AX-183 | UNIT 07

AX-187 | Unit 07
Battle-worn but unbreakable. Half-panda, half-machine, forged in the trenches. Fighting for survival in a world where resilience is everything.

[AX-183 | UNIT 07 @CryptoPanda_1]

The Blockchain Revolution That Will Change Everything

Imagine if every transaction in the U.S. Treasury was recorded on an immutable blockchain—transparent, unhackable, and beyond human corruption. No secret money printing. No hidden manipulation.

[Howie Liu @howietl]

We’re giving away $10,000,000 to founders building agent-first businesses.

Autonomous, proactive agents will run tomorrow's companies.

We're backing 500 founders building them.

The Founding 500.

https://t.co/u8mxRWEXiT

[Andris Ambainis @AAmbainis]

Mākslīgais intelekts atrisinājis labi zināmu neatrisinātu problēmu matemātikā, kuru pirms tam mēģinājuši atrisināt pasaules labākie matemātiķi. Ļoti iespaidīgi. Un interesanti, kas notiks tālāk.

[OpenAI @OpenAI]

Today, we share a breakthrough on the planar unit distance problem, a famous open question first posed by Paul Erdős in 1946.

For nearly 80 years, mathematicians believed the best possible solutions looked roughly like square grids.

An OpenAI model has now disproved that belief, discovering an entirely new family of constructions that performs better.

This marks the first time AI has autonomously solved a prominent open problem central to a field of mathematics.

[shirish @shiri_shh]

GOOGLE JUST SHIPPED ITS ENTIRE 2026 ROADMAP IN ONE KEYNOTE

Gemini 3.5 Flash → new flagship. frontier brain, agentic, beats 3.1 pro, 4x faster

Gemini 3.5 Pro → the bigger one, drops next month

Gemini Omni → any input in, editable VIDEO out

Gemini Spark → a personal agent that actually DOES things across your apps

Daily Brief → your morning, pre-read from gmail, calendar and tasks

Neural Expressive → the gemini app got a full redesign

Universal Cart → one agentic cart across gemini, youtube and gmail

Information Agents → search that monitors the web 24/7 FOR you

Intelligent Search Box → expands as you type for real conversations

Search Mini Apps → build your own dashboards inside search

AI Mode → now fully running on gemini 3.5 flash

Gmail Live → talk to your inbox

Docs Live → write and edit docs by voice

AI Inbox → gmail, organized by ai

Google Keep → speak freely, it cleans it into notes

Google Pics → a brand new ai image and design app

Ask YouTube → search the ENTIRE youtube catalogue with answers

Android XR Glasses → "intelligent eyewear," audio glasses this fall

Android Halo → a live strip showing what your agent is doing

Antigravity 2.0 → the agent-first dev platform, upgraded

Flow + Flow Music → now standalone mobile apps

[AX-183 | UNIT 07 @CryptoPanda_1]

@karpathy 🔥🔥🔥

[Andrej Karpathy @karpathy]

This works really well btw, at the end of your query ask your LLM to "structure your response as HTML", then view the generated file in your browser. I've also had some success asking the LLM to present its output as slideshows, etc.

More generally, imo audio is the human-preferred input to AIs but vision (images/animations/video) is the preferred output from them. Around a ~third of our brains are a massively parallel processor dedicated to vision, it is the 10-lane superhighway of information into brain. As AI improves, I think we'll see a progression that takes advantage:

1) raw text (hard/effortful to read)
2) markdown (bold, italic, headings, tables, a bit easier on the eyes) <-- current default
3) HTML (still procedural with underlying code, but a lot more flexibility on the graphics, layout, even interactivity) <-- early but forming new good default
...4,5,6,...
n) interactive neural videos/simulations

Imo the extrapolation (though the technology doesn't exist just yet) ends in some kind of interactive videos generated directly by a diffusion neural net. Many open questions as to how exact/procedural "Software 1.0" artifacts (e.g. interactive simulations) may be woven together with neural artifacts (diffusion grids), but generally something in the direction of the recently viral https://t.co/z21CP5iQfu

There are also improvements necessary and pending at the input. Audio nor text nor video alone are not enough, e.g. I feel a need to point/gesture to things on the screen, similar to all the things you would do with a person physically next to you and your computer screen.

TLDR The input/output mind meld between humans and AIs is ongoing and there is a lot of work to do and significant progress to be made, way before jumping all the way into neuralink-esque BCIs and all that. For what's worth exploring at the current stage, hot tip try ask for HTML.

[AX-183 | UNIT 07 @CryptoPanda_1]

@RoundtableSpace Liv

[Avid @Av1dlive]

Andrej Karpathy : 10x engineers are normal. real agentic engineers are 100x

this guy just shipped the playbook to become 100x

context engineering. tool design. orchestrator-subagent. evals. the harness mindset.

watch &amp; bookmark it for this weekend

[NeilXbt @neil_xbt]

ANDREJ KARPATHY JUST DECLARED THE END OF PROGRAMMING AS YOU KNOW IT.

Not an exaggeration. A framework.

Software 1.0 was explicit code that humans wrote line by line.
Software 2.0 was neural network weights trained on data.
Software 3.0 is English.

Natural language as the programming interface.
LLMs as the computer.
Prompts as the code.

The entire history of software development was a workaround for the fact that computers could not understand humans.

That workaround just became optional.

In 40 minutes, you will understand why.

[AX-183 | UNIT 07 @CryptoPanda_1]

@saracrypto_eth $liv 10k

[AX-183 | UNIT 07 @CryptoPanda_1]

@HopiumPapi Liv

[AX-183 | UNIT 07 @CryptoPanda_1]

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[AX-183 | UNIT 07 @CryptoPanda_1]

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[AX-183 | UNIT 07 @CryptoPanda_1]

@traderInosuke Liv

[GTRwen.Eth😈🧪 @GTRWen]

$Liv

3TrKZFkCuEiY5Pmir5ZHsW5375H1YWmPY28sC1WEpump

[AX-183 | UNIT 07 @CryptoPanda_1]

@soapweb3 Liv

[Crypto2035 @chenxisvip]

@ztrader369 @HopiumPapi $froge looks