If you found it insightful, reshare with your network.
Find me → @akshay_pachaar ✔️
For more insights and tutorials on LLMs, AI Agents, and Machine Learning!
@Pallavi_345 My friends are deep in code… and they like Gemini…
On X it’s always A or B. Nothing in between.
That’s the most boring way to look at everything…
The creator of Linux just publicly called out the AI hype. Word for word.
Linus Torvalds took the stage at Open Source Summit 2026 and said this:
"When I see people saying 99% of our code is written by AI, I literally get angry. Because those same people — I can pretty much guarantee — 100% of their code is written by compilers. But they never say that."
He is not anti AI. The Linux kernel saw a 20% jump in submissions this release because of AI tools. He uses it. He gets it.
His point is something most people are too afraid to say.
AI is a productivity tool exactly like compilers were. Compilers boosted programming by 1000x. AI adds another 10x on top. Enormous. But nobody says "the compiler wrote my code." So why are we saying AI wrote it?
He also flagged something nobody is talking about.
AI is flooding small open source projects with drive-by bug reports. Someone runs a prompt, files a report and disappears when asked for a patch. Maintainers with one or two people are drowning trying to keep up.
"Sometimes AI reports a bug and when you ask for more information the person has done that drive-by and does not even answer your question. That is the real burnout issue."
And his final warning was the sharpest of all.
"People who do not understand the complexity of systems will prompt systems and write processes that will fail."
The AI hype crowd is very loud right now.
Linus has been building real systems for 35 years. When he talks, engineers listen.
Full interview here:
https://t.co/LmXJtvKc4O
Hunde 🐕 an die Leine ....
Es könnte auch ein Wolf gewesen sein ,wir werden es untersuchen
Heute vormittag lag dieses junge Rehkitz, welches von der Ricke vergeblich gerufen wurde, am Straßenrand.
Es war noch warm, der Vorfall lag vermutlich erst wenige Minuten zurück. Die Uhrzeit legt nahe, dass ein Hund das junge Tier gerissen hat. Ein Auto war es eher nicht, da der Kopf nirgends lag, ein Grasbüschel an dieser Stelle herausgerissen war und keine entsprechenden Blutspuren zu sehen waren.
Bitte lasst Hunde in den nächsten Wochen nicht einfach so frei laufen, um die Jungtiere zu schützen.
*zwischen Ortsausgang Mittelherwigsdorf und Sandbüschel
LG,Jörg Kipper
😡😡😡😡😡💔💔💔💔💔24 Thoroughbreds have come in to one of the TX lots and all are reported to be from the same place. 10 have been identified so far. The majority are mares. This is a disgrace and should have been preventable no matter which way you look at it. If the JC and Industry would have provided the funds and put programs in place a long time ago like we have advocated for for years that would circumvent things like this from happening.
❓Who is going to help these poor innocent horses that have now been thrust in to the slaughter pipeline? What are you going to do about this JC & Industry? These are the ones identified so far:
@jockeyclub@BreedersCup@LightUpRacing@PastTheWire@theTDN@RepoleStable@PatCummingsNTA@AnitaMotion@KateMaddenSC@EponaInitiative@ThoroughbredRA@KYTbred@TheBridgeSanct1@westlakeracing@JazzyCabella
Tag: 2079
Lot Name: Selene
Ms. Nitram (KY)
2007
K40288
Year of Birth 2007
Dam Name Ms. Reehtorg
Color Chestnut
Sex Mare
Breeder: Martin H. Grotheer M.D
Tag 2078
Lot Name: Briar
Horse Name Sweet Briar Jane (KY)
Tattoo K40610
Year of Birth 2007
Dam Name Forgiven Evil
Color Dark Bay or Brown
Sex Mare
Breeder: Martin Grotheer & Jane Crane
Tag 2077
Lot Name : Sable
Horse Name Artax Magic (OK)
Tattoo O06740
Year of Birth 2011
Dam Name Belle of Cozzene
Color Dark Bay or Brown
Sex Mare
Breeder: John E Smicklas Living Trust & Barbara R Smicklas Living Trust
Tag:2076
Lote Name Valkyrie
Horse Name Aprils May Jumper (KY)
Tattoo M36246
Year of Birth 2009
Dam Name Jumpin Jemimah
Color Chestnut
Sex Mare
Breeder: Martin H. Grotheer M.D.
Tag 2075:
Lot Name: Gia
Horse Name Tedlena (IL)
Tattoo G45579
Year of Birth 2003
Dam Name Carlena
Color Dark Bay or Brown
Sex Mare
Breeder: Martin Grotheer
Tag: 2074
Lot Name: Guiness
Unidentified Gelding
2073
Lot Name: Nova
Chesntut Mare
Possibly Risky Chick (IL)
(2002)
F45446
2072
Lot Name: Electra
Passionate Temper
Tattoo K25443
Year of Birth 2007
Dam Name Temptest
Color Chestnut
Sex Mare
2071
Lot Name: Favor
Horse Name Gleaming Knife (IL)
Tattoo H46402
Year of Birth 2004
Dam Name Lady Buck Knife
Color Bay
Sex Mare
Breeder: Martin H. Grotheer M.D.
2070
Lot Name: Primo
Horse Name Jane Juniur (IL)
Tattoo E47065
Year of Birth 2001
Dam Name Evil Jane
Color Dark Bay or Brown
Sex Mare
Breeder: Martin Grotheer
2069
Lot Name: Nutmeg
Unidentified Bay Mare
The Pope is making exactly our point. LLMs “may imitate or even simulate, but they do not understand.”
This is the core epistemic fault line.
Most AI evaluation is still based on one assumption: if a system statistically approximates human behaviour, then it is close to human intelligence.
But approximation is not intelligence.
Simulation is not understanding.
LLMs can produce the right answer without knowing why it is right. They can simulate empathy without feeling. They can imitate judgment without responsibility. They can generate coherent explanations without having a world to which those explanations are accountable.
Stop confusing behavioural similarity with cognitive equivalence.
Human understanding is embodied, affective, relational, motivational, and normative. It is not just the production of plausible text.
*
Full paper in the first reply
Atlas hebt einen Kühlschrank. Klingt nach Demo, ist aber ein Durchbruch.
Denn der humanoide Roboter von @BostonDynamics weiß vorher nicht, wie schwer das Objekt ist oder wo sein Schwerpunkt liegt. Er passt sich in Echtzeit an, nutzt seinen gesamten Körper und balanciert das Gewicht dynamisch aus. Das wirklich Entscheidende: Dahinter steckt ein generelles KI-Modell. Atlas hat genau diesen Kühlschrank vorher noch nie “gesehen” oder trainiert. Und genau das ist der Unterschied: Keine Einzelfähigkeit, sondern echte Generalisierung. Ein weiterer durch für Humanoide Roboter 🤖
@MK_horsepark Especially those who are „Koppers“ (like this one, you can see it from the copper strap) often have additionally severe stomach problems. That’s often the reason for a lack of rest/sleep.