Chris Hawley

[X Freeze @XFreeze]

NVIDIA CEO Jensen Huang gave one of the strongest endorsements of Elon Musk’s tech ecosystem

“Every single one of them is revolutionary”

He called Grok, Tesla’s self-driving work and Optimus. Every single one of them world-class projects....each with gigantic potential

He described Elon as an extraordinary engineer, highlighting NVIDIA’s work with Tesla and SpaceXAI(xAI) and saying they will build many more powerful computers together

On Optimus, he went even further:
Humanoid robots could become the next multi-trillion-dollar industry, and Optimus has a real chance to achieve the volume and technological scale needed to move the entire field forward

and said that it's “right around the corner”

[Alex Finn @AlexFinn]

The greatest ever has joined X, and his first post is a banger

A letter on why open models are the future

He’s 100% right. And you should be paying attention

Open models will allow every company and person have their own custom, Fable level intelligence. Built completely for their needs

Fine tuned to do exactly what they need it to do

All data, prompts, tokens, completely private

Running 100% on their desks on something as small as a DGX Spark or Mac Mini

This future is guaranteed to come. Every path is leading this way. No government or corporation will be able to stop it

Open models are getting exponentially better and more efficient

They have caught up to frontier, and soon their tokens will be so efficient to create you’ll be able to run them on crap hardware

The time to start getting ready, educating yourself, and even setting up these models is now

It doesn’t matter what hardware you have. You can do this.

All you need is a Hermes or OpenClaw to be your local AI administrator

Ask it to examine your hardware, then look at Hugging Face and see which models you can run. Then ask it to list them with top use cases you can run on each.

Ask it to load the model and get started

Will they be the best models? Depending on your hardware probably not. But they’ll only get smarter and faster. This is the worst they’ll ever be.

The future is coming, and now one of the greatest entrepreneurs of all time came to this platform to reinforce it

Start preparing.

[Movez @0xMovez]

Anthropic engineer:

“80% of our engineers are using self‑improving loops. Now everyone is building agentic Graphs.

In 4-6 months, we’ll all be building graphs to orchestrate self‑improving agents. No more prompting.”

in a 20‑minute talk, Anthropic engineer explains how to build self‑improving agentic systems from scratch.

Worth more than a $500 agentic course.

Watch this video, then read the article below on how to become a graph architect.

[slash1s @slash1sol]

A TEAM JUST DEPLOYED 15 AUTONOMOUS LOOP AGENTS FROM A SINGLE PROMPT USING APPLIED GRAPH ENGINEERING

Most developers still manually hardcode multi agent systems, writing separate logic for every individual task.

Graph engineering changes this by using a central topological map to spin up all 15 nodes simultaneously.

A single 200 word input generates the architecture, routing 120 unique pathways between agents instantly.

Instead of failing under conflicting instructions, these loop agents self correct via continuous state sharing.

Managing a 15 node mesh requires high token throughput, making this dependent on strict low-] latency API tiers.

See exactly how this automated multi agent graph architecture actually operates in real time ↓

[Codez @0xCodez]

A senior Anthropic engineer just dropped 12-page PDF on "Graph Engineering" for multi-agentic systems.

The shift: your agents memory dies with their context window. A knowledge graph makes it permanent.

Extract → Resolve → Assemble → Query → Repeat

Every agentic graph has 5 stages:

• Extract: Haiku pulls entities and S-P-O triples. One call per doc. The Pydantic schema is the only training data.

• Resolve: Sonnet clusters "Edwin Aldrin" → "Buzz Aldrin" - zero string overlap - using descriptions as context.

• Assemble: canonical nodes, typed edges, provenance on every triple. One connected graph.

• Query: serialize a subgraph → Sonnet reasons over triples → every answer cites a specific edge.

Plug this into multi-agent systems as shared memory.

Workers write to it, evaluators fact-check against it, loops persist overnight with it.

This 12-page PDF changed how I'm building multi-agent systems today.

Read it now, then explore the article below.

[Alex Finn @AlexFinn]

I did it. I figured out the perfect AI coding loop

It's called the Finn Loop and it's 100x'd my vibe code output while cutting down work by 95%

In this video I cover how to set it up

By the end you'll have your own software factory

+I completely open sourced it down below!

[Senator Alex Antic @SenatorAntic]

It’s preposterous. The average Australian citizen now needs a team of accountants and experts just to navigate the regulatory maze its Parliaments have created.

Multiply that across dozens of regulatory bodies and you get a system that will trap the unwary.

Decades of politicians have created an overly complex, overly regulated society where obeying the law feels almost impossible for normal people.

This isn’t freedom, it’s control.

[Alex Finn @AlexFinn]

It's official: for the first time ever I moved my Hermes agent to ChatGPT. That's how good 5.6 is

I was on Opus since day 1, even paying the API pricing (thousands a month), but I still thought the performance benefit was worth it

No longer. For the first time ever ChatGPT caught up.

Plus they are consumer friendly and let you use your subscription in the harness.

Now I'm getting better performance for a fraction of the price.

Never thought this day would come but it happened

Seen a lot of people asking the best way to do it. Here you go:

1. In your terminal type 'hermes dashboard'

2. This will pop open a dashboard in your browser

3. Go to 'Profiles'

4. In the default profile, click the 3 dots and click 'Change Model'

5. Make sure to choose codex/gpt-5.6-sol. Not the openrouter one if you have a chatgpt subscription

Boom you're good to go.

[Alex Finn @AlexFinn]

We are living in the greatest 30 day time period in technology history

In the month of July all of these have been released/are expected to be released:

• Fable 5: smartest AI model ever
• Muse Spark 1.1: Meta back in the race
• Opus 5: affordable version of Fable
• Grok 4.5: affordable version of Opus + Elon’s back
• GPT 5.6: Affordable, lightning fast, better than Fable in some ways
• GPT 6: Goblin mode
• GPT Work: Amazing new way to work

The way you work 30 days from now will be dramatically different than the way you work today

You will be significantly more productive with significantly less effort required

Thank your God he/she decided you should be alive right now

[Senator Matt Canavan @mattjcan]

The PM is upset today that people have "grievances" against Labor.

Under his government:

- taxes are the highest on record and going up more

- inflation and interest rates are the highest in the developed world

- energy prices have skyrocketed by 38%

- we have lost our nickel, plastics, flat glass and urea industries

- we are begging the rest of the world to keep supplying us oil

- young people can't buy a home because migration is running 100,000 people a year MORE than normal

- people that hate Australia have been allowed to stay and spread their hate with no sanction

Australia has been LOSING under Labor and the PM thinks that anyone that complains about it is being disrespectful.

If the PM wants more respect he could try doing a better job.

[Claire Lehmann @clairlemon]

"It’s the party nobody asked for and nobody needs. It brings to the table all the energy and gravitas of two authoritarian school prefects, ready to conquer year 12 and beyond." -- @GemmaTognini on "Community Strong" (the Teal Party)

[Melinda Richards 🇦🇺🇺🇸 @goodfoodgal]

The arrogant & hypocritical elitists in Australia are truly a despicable bunch…

[Andrew Wallace MP @AndrewWallaceMP]

Albanese says he's "worked hard." He's also been a career politician since 1996. He ruled out deals with the Greens. Then he did one. He ruled out changes to CGT and negative gearing. "My word is my bond," he said. What's next? Australians deserve better.

[Melinda Richards 🇦🇺🇺🇸 @goodfoodgal]

Good morning!

Have all your friends and family seen this yet?

Have you shared it?

Does everyone in Australia know yet how incompetent and arrogant the people running our government are?

Just checking in.

[CAMILLE PAGLIA STAN ✨ FAN ACCOUNT @Provokatov]

In Australia, if you have a conversation with someone who criticises Islam, you get fired from your six-figure-a-year job.

But if you openly call for the death of Jews, you get a taxpayer-funded podcast on Spotify.

[Bob @BobBurn97207272]

Re Post this for the 50th time.

[Elon Musk @elonmusk]

🤣🤣

[Senator Sean Bell @SenatorSeanBell]

It’s time to fire the liar.

[Claire Lehmann @clairlemon]

My speech from Wednesday night
https://t.co/mpu2xYAElO

[Elon Musk @elonmusk]

SpaceX AI Satellites