Australia news LIVE: PM vows to cut migration as One Nation leads in third poll; Changes to NDIS will ‘push more families into crisis’, says former senator
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WA news LIVE: ABS data reveals WA leading the nation for rising home values
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Australia news LIVE: PM vows to cut migration as One Nation leads in third poll; Xi Jinping, Kim Jong-un to meet in North Korea
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Australia news LIVE: PM vows to cut migration as One Nation leads in third poll; Xi Jinping, Kim Jong-un to meet in North Korea
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WA news LIVE: Albany residents divided on shark cull proposal after fatal attack
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Australia news LIVE: PM vows to cut migration as One Nation leads in third poll; Xi Jinping, Kim Jong-un to meet in North Korea
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Australia news LIVE: Albanese vows to cut migration as One Nation leads in third poll; Xi Jinping lands in North Korea for meeting with Kim Jong-un
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Australia news LIVE: Albanese vows to cut migration as One Nation leads in third poll; Xi Jinping lands in North Korea for meeting with Kim Jong-un
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Australia news LIVE: Albanese vows to cut migration as One Nation leads in third poll; Xi Jinping lands in North Korea for meeting with Kim Jong-un
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Australia news LIVE: Albanese vows to cut migration as One Nation leads in third poll; Xi Jinping lands in North Korea for meeting with Kim Jong-un
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Terence Tao’s groundbreaking maths formula is so simple, anyone can follow it
The Australian mathematician has been given one of the highest awards in the Kings Birthday Honours list. This is why. ⌘ Read more

Apple WWDC 2026 Live Blog: All the Updates, as They Happen
Follow our WWDC 2026 live blog for all of the updates coming to iOS, macOS, watchOS, and more. ⌘ Read more

Apple WWDC 2026 Live Blog: All the Updates, as They Happen
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WA news LIVE: ‘Shark culling doesn’t work’: WA government accuses Nationals of politicising Albany tragedy
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Teen trio of girls in hospital after stolen car crashes into house
Emergency services were called to the property following reports a car driven by teenagers had rolled and crashed into a two-storey home. ⌘ Read more

During COVID, Cheryl skipped tests. Then a ‘fake tan’ comment forced her to the GP
Oncologists are warning of waves of recurrent cancers due to later-stage diagnoses following the pandemic. ⌘ Read more

Worker backs race winner after finding tip in 62-year-old time capsule
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Thousands missed cancer signs during the pandemic. The consequences can be deadly
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Man dead and two arrested after alleged Tweed Heads assault
A man is dead and two people are in custody following an assault in northern NSW. ⌘ Read more

Man fighting for life after alleged home invasion in Sydney’s south-west
A man is in serious condition following an alleged home invasion in Sydney’s south-west overnight. ⌘ Read more

Man fighting for life after alleged home invasion in Sydney’s south-west
A man is in serious condition following an alleged home invasion in Sydney’s south-west overnight. ⌘ Read more

Australia news as it happened: Albanese claims ‘grievance-based’ politics triggered CGT, negative gearing changes; One Nation flubs housing policy lines
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Australia news LIVE: Albanese claims One Nation’s ‘grievance-based’ politics triggered CGT, negative gearing changes; Hezbollah rejects ceasefire proposal; One Nation members flub housing policy lines
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Australia news LIVE: Albanese claims One Nation’s ‘grievance-based’ politics triggered CGT, negative gearing changes; Hezbollah rejects ceasefire proposal
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Australia news LIVE: Confusion over One Nation’s housing policy after Joyce interview; Hezbollah rejects ceasefire proposal; Questions over Allan’s leadership
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Australia news LIVE: Hanson tries to clear confusion over One Nation’s housing policy; Hezbollah rejects ceasefire, darkening prospects of ending Iran war
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Australia news LIVE: Hanson tries to clear confusion over One Nation’s housing policy; Hezbollah rejects ceasefire, darkening prospects of ending Iran war
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Australia news LIVE: Hanson tries to clear confusion over One Nation’s housing policy; Hezbollah rejects ceasefire, darkening prospects of ending Iran war
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Australia news LIVE: Tax bill to progress to Senate after passing lower house; Hezbollah rejects ceasefire, darkening prospects of ending Iran war
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Australia news LIVE: Tax bill to progress to Senate after passing lower house; Hezbollah rejects ceasefire, darkening prospects of ending Iran war
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WA news LIVE: Broome man accused of buying child abuse material from Philippines
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Man dies after Transperth bus crashes into tree in Wanneroo
The man was one of eight people, including the bus’ driver, who were hospitalised following the crash on Joondalup Drive on Thursday morning. ⌘ Read more

Australia news LIVE: Tax bill to progress to Senate after passing lower house; Hezbollah rejects ceasefire, darkening prospects of ending Iran war
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Australia news LIVE: Tax bill to progress to Senate after passing lower house; Hezbollah rejects ceasefire, darkening prospects of ending Iran war
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Australia news LIVE: Tax bill to progress to Senate after passing lower house; Hezbollah rejects ceasefire, darkening prospects of ending Iran war
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Australia news LIVE: Tax bill to progress to Senate after passing lower house; Hezbollah rejects ceasefire, darkening prospects of ending Iran war
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Australia news as it happened: Tax bill passes lower house; Pickering speaks on Tame comment; Neo-Nazis lose fight to shield themselves from ban
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Australia news LIVE: Tax bill passes lower house; Pickering speaks on Tame comment; Israel to continue Lebanon operations despite ceasefire
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Could WA follow in NSW’s footsteps on medical cannabis laws for drivers?
Drivers in NSW who have lawful cannabis prescriptions will have a medical defence and be subject to a three-strike impairment test under new reforms. Advocates want a similar system in WA. ⌘ Read more

Elderly couple fighting for life following alleged double-murder attempt
An elderly couple has been airlifted to hospital after an alleged double-murder attempt at their rural New England property. ⌘ Read more

Australia news LIVE: Tax bill passes lower house; Pickering speaks on Tame comment
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Australia news LIVE: Tax bill passes lower house; Pickering speaks on Tame comment
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Australia news LIVE: Tax bill passes lower house; Thomas Sewell loses early bid to shield neo-Nazis from ban
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Australia news LIVE: Tax bill passes lower house; Thomas Sewell loses early bid to shield neo-Nazis from ban
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Australia news LIVE: Tax bill passes lower house; Israel, Lebanon agree to ceasefire, US says
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Australia news LIVE: One Nation support grows among women, according to polls; Trump confirms fiery, expletive-laden call with Netanyahu
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WA news LIVE: Details emerge of daring beach rescue as ‘record storm’ smashed WA coast
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Australia news LIVE: One Nation support grows among women, according to polls; Trump confirms fiery, expletive-laden call with Netanyahu
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Mystery as groups of people seen climbing out of New York City sewers
Local authorities have been left perplexed following numerous sightings of people emerging from manholes. Someone has been repeatedly venturing beneat… ⌘ Read more

Sydney teens charged following alleged kidnapping attempt
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Melbourne underworld identity Mick Gatto arrested
Underworld figure Mick Gatto has been arrested following a search of his Victorian home by police. ⌘ Read more

Australia news LIVE: US-Iran peace talks at a stalemate as hostilities flare in Middle East; Solomon Islands PM arrives at Parliament House
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Sydney teens charged following alleged kidnapping attempt
Two Sydney teenagers have been charged with attempting to kidnap a man in the city’s north-west. ⌘ Read more

Melbourne underworld identity Mick Gatto arrested
Underworld figure Mick Gatto has been arrested following a search of his Victorian home by police. ⌘ Read more

Australia news LIVE: US-Iran peace talks at a stalemate as hostilities flare in Middle East; Solomon Islands PM arrives at Parliament House
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Australia news LIVE: US-Iran peace talks at a stalemate as hostilities flare in Middle East; Solomon Islands PM arrives at Parliament House
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Australia news LIVE: US-Iran peace talks at a stalemate as hostilities flare in Middle East; Solomon Islands PM arrives at Parliament House
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Australia news LIVE: US-Iran peace talks at a stalemate as hostilities flare in Middle East; Solomon Islands PM arrives at Parliament House
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WA news LIVE: West Coast Eagles move to lock in Ginbey until 2030
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Australia news LIVE: Senior ministers back AUKUS amid renewed scrutiny; Unions welcome minimum wage increase as business groups warn of high costs
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Australia news LIVE: AI data centre boom could drive up electricity prices, climate advocates warn; Unions, government back minimum wage increase as business groups warn of high costs
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The critical ingredients that give Dockers fans reason to dream
Dockers devotees have developed the sort of thick skin that only diehard followers of a trophy-less team can truly understand. This year they may finally get that anchor tattoo. ⌘ Read more

Queensland’s e-mobility laws watered down after feedback
Queensland’s new e-mobility laws have been watered down following community feedback. ⌘ Read more

Meet the Accidental Editor in Chief of Muslim Media
Ameer Al-Khatahtbeh was just trying to find an outlet for Muslim news. Now he has more than 12 million followers. ⌘ Read more

Australia news as it happened: Fair Work Commission lifts minimum wages by 4.75 per cent; Peter Garrett to lead AUKUS inquiry; Israel’s planned assault on Beirut to be halted, Trump says
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Australia news LIVE: Fair Work Commission lifts minimum wages by 4.75 per cent; Peter Garrett to lead AUKUS inquiry; Israel’s planned assault on Beirut to be halted, Trump says
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Australia news LIVE: Fair Work Commission lifts minimum wages by 4.75 per cent; Peter Garrett to lead AUKUS inquiry; Israel’s planned assault on Beirut to be halted, Trump says
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Australia news LIVE: Fair Work Commission lifts minimum wages by 4.75 per cent; Peter Garrett to lead AUKUS inquiry; Israel’s planned assault on Beirut to be halted, Trump says
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Australia news LIVE: Fair Work Commission lifts minimum wages by 4.75 per cent; Peter Garrett to lead AUKUS inquiry; Israel’s planned assault on Beirut to be halted, Trump says
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Australia news LIVE: AUKUS national inquiry to kick off today; Israel’s planned assault on Beirut to be halted, Trump says
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WA news LIVE: Qantas backs Flagmantle, adds more flights for AFL grand final weekend
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Dog rescued after being swept off NSW coast
The high-stakes rescue followed several distress calls from the public. ⌘ Read more

Australia news LIVE: AUKUS national inquiry to kick off today; Israel’s planned assault on Beirut to be halted, Trump says
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Australia news LIVE: National inquiry into AUKUS to kick off in parliament today; Israel to halt planned assault on Beirut after phone call, Trump says
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Dog rescued after swept off NSW coast
The high-stakes rescue followed several distress calls from the public. ⌘ Read more

Australia news LIVE: National inquiry into AUKUS to kick off in parliament today; Israel to halt planned assault on Beirut after phone call, Trump says
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IVF clinics face stricter standards, threat of bans following embryo bungles
Beefed up Victorian laws will increase scrutiny on fertility providers and give greater powers to immediately cancel an IVF clinic’s registration. ⌘ Read more

@movq@www.uninformativ.de Interesting read! The current state is already a very great achievement. I felt honored being able to already have followed your development along here on twtxt. :-)

That’s a cool clock, I should remind myself of my working time, too.

The Queensland department using AI to help with estimates
Eyebrows were raised in department land following an artificial intelligence instruction. Also in Public Circus: an own goal for the Games authority and all hands on deck for a bargaining agreement at City Hall. ⌘ Read more

Police officer accused of pursuing intimate relationship with vulnerable teenager
A 51-year-old Victoria Police senior constable has been charged with misconduct in public office following an internal investigation. ⌘ Read more

Australia news as it happened: US strikes Iranian radar, drone sites; Sydney, Melbourne property prices fall sharply
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Australia news LIVE: US strikes Iranian radar, drone sites; Sydney, Melbourne property prices fall sharply
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Australia news LIVE: US strikes Iranian radar, drone sites; Sydney, Melbourne property prices fall sharply
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Australia news LIVE: US strikes Iranian radar, drone sites; Sydney, Melbourne property prices fall sharply
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Australia news LIVE: US strikes Iranian radar, drone sites; Sydney, Melbourne property prices fall sharply
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Australia news LIVE: US strikes Iranian radar, drone sites; Sydney, Melbourne property prices fall sharply
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Australia news LIVE: US strikes Iranian radar, drone sites; Sydney, Melbourne property prices fall sharply
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Australia news LIVE: Sydney, Melbourne property prices fall sharply; Trump sends tougher peace deal terms to Iran
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Australia news LIVE: Sydney, Melbourne property prices fall sharply; Trump sends tougher peace deal terms to Iran
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Australia news LIVE: Sydney, Melbourne property prices fall sharply; Trump sends tougher peace deal terms to Iran
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Australia news LIVE: Sydney, Melbourne property prices fall sharply; Trump sends tougher peace deal terms to Iran
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Shift from a Leader-Follower to a Leader-Leader Approach
Article URL: https://www.practicalengineering.management/p/shift-from-a-leader-follower-to-a

Comments URL: https://news.ycombinator.com/item?id=48351858

Points: 7

# Comments: 2 ⌘ Read more

Australia news LIVE: Sydney, Melbourne property prices fall sharply; Trump sends tougher peace deal terms to Iran
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Australia news LIVE: Sydney, Melbourne property prices fall sharply; Trump sends tougher peace deal terms to Iran; Ebola cases in the DRC climb to 260
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Australia news LIVE: Sydney, Melbourne property prices fall sharply; Trump sends tougher peace deal terms to Iran; Ebola cases in the DRC climb to 260
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Tradie survives road rage axe attack
A 25-year-old tradie has relived his road rage nightmare after surviving an axe attack following a minor crash in Melbourne. ⌘ Read more

The inquiry, the Facebook post, and the midnight gunfire that followed
An inquiry probing kangaroo shooting practices in NSW ended with late-night gunfire and a wildlife rescuer fearing for his family’s safety. ⌘ Read more

Woman dead, crime scene declared at Gold Coast fire, as man arrested over separate blaze north of Brisbane
An elderly woman has died after they were pulled from a unit fire on the Gold Coast, prompting a police investigation, while a man has been arrested following a blaze that engulfed three Moreton Bay homes. ⌘ Read more

Liberals leader fires up party faithful following Tony Abbott’s presidency
Angus Taylor has issued a rallying cry for his party at the final day of the federal Liberal Council in Melbourne. ⌘ Read more

@prologic@twtxt.net Ahh, I see. Okay, I’m with you there. On this high level, I can understand how the thing works.

Maybe my wording isn’t good. 🤔 Let’s take a real life example from what we do at work.

There’s this AI chatbot. It gets support requests from users, so the user says something like “I need access to a particular system”. This triggers the bot to “run” the instructions stored in a large Markdown file, like “check if the user is authorized to do this, then issue the following API requests”, and so on. This is essentially like running a little script, except it’s written in natural language (German) and there’s no “script interpreter” but just the AI.

Now, suppose that the AI doesn’t quite do what was intended. There’s some subtle bug. How do you debug this? How do you find out how the AI came to the “conclusion” to run step A instead of step B? And how do you find out how exactly you have to change your prompt so this doesn’t happen again next time?

If this was an actual script/program instead of AI, you could repeat the request and attach a debugger or throw in some printf() or whatever. How do you do that kind of thing with AI? How do you pinpoint exactly what the problem was?

(Or is this just a stupid idea? Do we have to give up that way of thinking when using AI? Is the era of debuggability over?)