RT @CuriousPejjy: Seriously, how can I repay everyone? You all stood by me and fought for what was right and got me justice. How can I re…

.@sundarpichai this is how to ruin a brand (and people's lives). This is a big deal and should be reviewed at your level. We are all happy our friend Pejjy is back, but this shouldn't have happen and not like this. Companies must remember there is a human being on the other end of the transaction. Google (YouTube) you can do better. Thank you @CernBasher for writing this.

They are trying to delay life saving technology. That makes them mass murderers.

The CFMEU has $215 million in assets. So why is the taxpayer fronting up money for personal security? Labor made this decision. The CFMEU has the money. The taxpayer should not be footing the bill.

This is the event we are running tomorrow to stimulate debate on the worst piece of tax policy in Australia’s history. events.humanitix.com/cgt-inv…

And there it is

If One Nation sticks to it’s long held principles of Australia and Australians first, I am prepared to fund them.

And all they did was to break the law How's your alliance holding up today, Zack ? The one between the LBGTQ community and the most mediaeval misogynistic movement on the planet ?

As a new Farmer myself who bought our farm 4 years ago, I can’t tell you how accurate Clarkson’s Farm actually is! We spent £3.5m buying our farm and subsequently in the past 4 years we’ve had to spend at least £527,000 on farm machinery and much, much more on running the farm. We’ve lost money every year since so far, and have had challenges or refusal from local authorities everytime we’ve tried to diversity, or do something to generate extra income. I cannot stress how difficult it is for farmers who have to rely on farming for their only income. We don’t get any subsidies or BPS payments at all (because we’re new farmers) and the grant system might as well be in Greek! As a CEO and professional businessman of some note, I felt I could easily apply for the grants myself. I kid you not, you’ve never seen a more complicated form - for ANYTHING! The farm we bought had been in the same family for 3 generations, but it was sold because it was getting tougher to support the farmers growing family and now I’ve been in it for 4 years I can see why. It’s a crying shame that more and more food is going to be imported and more skills lost because, for some unknown reason, the government obviously don’t value farmers. Sad.

The government doesn’t create jobs Gina Rinehart has created tens of thousands Gina Rinehart has paid more taxes than all government politicians combined since the beginning of the Australian government. They hate a woman who has done more for our country than any of them.

It is important that the world does not remain silent in response to this latest act of Russian barbarism. This strike on the Lavra is an attack on the Christian community and on the cultural heritage of humanity. There can be no justification for this or for any other similar Russian attacks. What is needed is more cooperation to stop Russia’s war and stronger protection to save lives from Russia.

The Incestuous Panel Strikes Again So get this... The witness on the stand is Wesa Chou who has run for Labor previously as a candidate. She thinks we should rush the legislation. Why? “if we keep making changes to this bill, delaying it further and further, there’s a risk that further issues might be brought up”. You think? It's laughable they call themselves a "think tank", more like a " think abyss". It's totally incestuous with Labor interviewing Labor. If you're going to do that at least try and be clever about it...even their deception isn't very good. I mean, seriously, why are they bothering? We might as well have Jim Chalmers talk to his mirror. In fact let me do a picture of Jimmy talking to the mirror.

Agree 100% with Chris and Robin; and they still haven't published any of our submissions. A communist country would be proud of what Labor are doing in shutting down debate on the new economy wrecking CGT! x.com/chrisbrycki/status/206…

Karpathy said something you'll regret ignoring: "Remove yourself as the bottleneck. Maximize your leverage. Put in very few tokens, and a huge amount of stuff happens on your behalf." Loop engineering is the exact thing that does that. In a hand-run session, the operator handles two things: - deciding what the agent runs next - and checking its output before the next step Both are manual, and both decide how far the agent gets on its own without the operator. Loop engineering moves both steps into the system. A core operating structure surrounds the loop, and the diagram below depicts it. - A schedule decides what to run - Loop is the maker that produces the work - A separate checker agent grades the output - A file on disk holds the state they both read. The loop runs until either done, max iterations, or an exhausted budget. Here are some practical engineering considerations: 1) A model grading its own output justifies what it already did instead of catching where it failed. That's why a separate checker's findings return to the maker as the next instruction. And the cycle repeats until the checker finds nothing left to fix. 2) A loop with no stop condition burns tokens, and the cost climbs fast once sub-agents and long runs add up. That's why the exit must be set before the loop runs, not while it is running. A simple exit could be: ↳ fix only the major issues, run one final pass, and stop after two loops, with "all tests pass and lint clean" as the rule that ends it. 3) State has to live on disk, not in context. The model forgets everything between runs, so an MD file or a knowledge graph holds what is done and what is still open. Each run reads it and writes back to it, which lets a loop pick up again after days. 4) The lower the verification bar, the safer the loop. Boring, repetitive checks like a stale version string or a missing test are trivial to verify, so a loop runs them with little risk while the operator is away. Judgment-heavy work is loopable too, but only as far as the checker can confirm the result. Let's look at how an unattended loop fails in two ways. 1) It reports done when nothing is actually verified. The separate checker exists to prevent it, but it merges code faster than anyone reads it, so over weeks, the team stops understanding its own codebase while every check stays green. Green tests say the code passed the tests, not that anyone knows what shipped. Someone still has to read what the loop merges. 2) The checker keeps a running loop honest, but it only catches failures inside a run. The harness around the loop, like the prompts, tools, and checks wrapped around the model, still drifts and breaks in production as models change. That repair loop is usually run by hand based on observability traces. My co-founder wrote a detailed walkthrough (with code) on making that harness repair itself, where a failing trace gets diagnosed, the fix is verified against the exact input that failed, and the failure is locked as a regression test so it cannot recur. Read it below.

You can’t live in the U.K. without debt Even a rich foreign national won’t get a house, rent or phone without a ‘credit score’ People think a credit score is for them, not it’s for the banks to get you into debt So make sure you use debt for you, & don’t get used by debt ONLY get into debt to buy assets, not liabilities And did you know if you pay off your debt, often your credit score actually goes DOWN?!

We really need to address the fact that our most coveted universities are giving their seats to ingrates who hate their country and are radical communists It's not a handful of disruptors causing a problem. It seems like at least half the students are boycotting.

Despite being deemed to be a risk to the community, the nephew of Australia’s most well-known ISIS terrorist, Khaled Sharrouf, has walked free. A psychologist only recently stated he was a “moderate to high risk” of committing a terror offence. Sharrouf’s nephew, Yaqoob Benshabir, successfully appealed his sentence for bashing a gay couple and walked free from custody early without supervision orders, leaving law enforcement agencies largely powerless to control and monitor him. It’s alleged that Yaqoob has repeatedly praised ISIS. The situation would be almost unbelievable if it wasn’t for the fact that only recently we let a string of ISIS brides back into the country. I think the view that, under this Labor Government, we’ve become a soft touch on terror and radical Islam would be an understatement. Even after the horror of last December, authorities are simply letting extremist fanatics, who experts claim are a significant risk to the community, walk free.

Still a bit shaken, honestly. Walked into Aldi today and there it was. The 25% fat mince, the one with all the flavour and the most fuel in it, sat there as the cheapest mince in the whole shop. Cheaper than the 5% lean. I read the label three times. I genuinely couldn't believe what I was seeing. I didn't ask questions. I filled the trolley. Then I went back and filled it again, glancing at the staff the entire time in case someone clocked it and started pulling it off the shelf. Got the lot to the car before a single word was said. No idea how long this one's got left. Get down there while it lasts.

Capitalisme “autoritaire” 😂😂😂 On reparle de la période Covid des bureaucrates qui ont jamais rien construit de leur vie à part des empires de papier et leur autoritarisme??? Vous êtes drôle.

The Senate has downed tools on making further CGT submissions public. No more have been uploaded today. They've only made 132 submissions of the over 1000 received public! What does that tell you about the other 900 submissions and what they said! aph.gov.au/Parliamentary_Bus…