๐พ๐๐๐๐ ๐ต๐๐๐ | ๐ท๐๐๐๐๐๐๐ | ๐ฎ๐๐๐๐๐๐๐๐๐
Joined October 2026
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๐จThe Krakรณw shooter has been identified as 24-year-old Michaล O. from Ostrowiec ลwiฤtokrzyski.
He held a firearms licence.
His father also had a firearms licence โ together, they owned a total of 11 firearms.
Neither of them had previously come to the attention of the police.
๐ฑWOUNDED BUT NOT DEFEATED. A MOMENT OF INCREDIBLE COURAGE.
Another video from the moment the attacker was apprehended in Krakรณw. The footage captures the extraordinary composure of a police officer who, after being wounded and falling to the ground, immediately began applying a tourniquet to himself.
In a life-threatening situation, with every second counting, his training, presence of mind and determination took over.
This is what courage, professionalism and dedication to duty look like.
From the bottom of my heart, I hope every injured officer survives and makes a full recovery. May they receive the highest state honours and awards for their bravery and sacrifice.
Heroes in uniform. Respect and gratitude.
๐ค A DAY OF HORROR IN KRAKรW, POLAND
What should have been an ordinary Saturday turned into a nightmare in the heart of Krakรณw.
On November 7, an armed man reportedly drove into the cityโs famous Main Market Square and opened fire on random passersby. According to reports, the attacker was wearing clothing resembling a Polish military uniform and was carrying a firearm.
The horrific attack claimed the lives of five people and left more than 10 others injured. Two police officers were also reportedly among the wounded.
Police officers confronted the attacker in an exchange of gunfire. The suspect was shot, arrested and taken to hospital. Authorities reportedly found additional weapons and ammunition in his vehicle.
The motive behind the attack remains unknown, and investigators are working to establish the full circumstances.
A place usually filled with tourists, families, laughter and everyday life has become the scene of an unimaginable tragedy.
Our hearts go out to the victims, their families and everyone affected by this horrific incident.
May those who lost their lives rest in peace. ๐ฏ๏ธ๐ต๐ฑ
๐จ BREAKING: Donald Trump has reportedly announced a shocking proposal โ Dana White as the next White House Press Secretary!
But thatโs not allโฆ
Trump wants Dana to bring an entire UFC dream team with him, including Khabib Nurmagomedov, Islam Makhachev, Justin Gaethje, Daniel Cormier, Amanda Nunes and Kayla Harrison.
Imagine THIS team handling White House press conferences. ๐ฅ
Politics will never be the same! ๐บ๐ธ
๐จ NOW: 5 DEAD and 12 INJURIED after a mass shooter went on a rampage in Krakow, Poland โ he wore MILITARY-style clothing
HERO police officer was spotted taking him down ๐๐ป
"America stands with Poland at this dark hour." ๐บ๐ธ๐ต๐ฑ
Poland is one of the nations in Europe holding the line against mass destruction, invasion and violence
Let's hope it stays that way.
๐ค A DAY OF HORROR IN KRAKรW, POLAND
What should have been an ordinary Saturday turned into a nightmare in the heart of Krakรณw.
On November 7, an armed man reportedly drove into the cityโs famous Main Market Square and opened fire on random passersby. According to reports, the attacker was wearing clothing resembling a Polish military uniform and was carrying a firearm.
The horrific attack claimed the lives of five people and left more than 10 others injured. Two police officers were also reportedly among the wounded.
Police officers confronted the attacker in an exchange of gunfire. The suspect was shot, arrested and taken to hospital. Authorities reportedly found additional weapons and ammunition in his vehicle.
The motive behind the attack remains unknown, and investigators are working to establish the full circumstances.
A place usually filled with tourists, families, laughter and everyday life has become the scene of an unimaginable tragedy.
Our hearts go out to the victims, their families and everyone affected by this horrific incident.
May those who lost their lives rest in peace. ๐ฏ๏ธ๐ต๐ฑ
๐จ TRAGIC SHOOTING IN KRAKรW, POLAND
A horrific shooting took place today in the heart of Krakรณw, leaving at least 5 people dead and more than 10 injured.
According to initial reports, the attacker opened fire on people in the city centre. The suspect was reportedly wearing military-style camouflage clothing resembling a Polish uniform.
Police officers intervened, and the suspect was shot and detained. Two police officers were also reportedly among the injured.
The motive behind this horrific attack remains unclear, and the investigation is ongoing.
Our thoughts and deepest condolences are with the victims, their families, and everyone affected by this tragedy.
Krakรณw, stay strong. ๐ต๐ฑ ๐ค
itsvalisse retweeted
THIS IS AN ACTUAL GOLD WITH AI
Claude --help` wonโt show you this flag:
Claude --model sonnet --advisor opus
Sonnet does the work and Opus gets called in for the hard decisions. People keep posting it as a free token hack. I read the docs and thereโs more to it.
You donโt control when Opus steps in. Claude decides. It tends to be before picking an approach, on a repeating error, or before calling it done, but no setting can force it or cap it. If you want a review right now, say โconsult the advisor before you continue.โ
Every call makes Opus read your entire conversation, so a long session means an expensive call. Itโs cheaper than running Opus the whole time, not cheaper than Sonnet alone.
Your subagents inherit the advisor, so that cheap Haiku swarm can call Opus too.
Claude Codeโs built-in Explore agent doesnโt run on Haiku by default, it uses your main model. Create your own subagent named Explore with `model: haiku` and it overrides the built-in one.
Press Ctrl+O when you see the โAdvisingโ line to read what Opus actually said.
Itโs experimental and needs the Anthropic API, so it wonโt work on Bedrock or the other cloud platforms.
Skip it for short tasks. It pays off on long refactors and bugs that keep coming back.
THIS IS AN ACTUAL F*CKING GOLDMINE
Anthropic just shared one of the best tricks for Claude Code.
The idea: run Sonnet, Haiku 5.5 and Opus 5.5 at once, each one doing only the job it's best at.
Better results and way fewer tokens, because every task lands on the right model.
You just launch Claude Code like this:
claude --model sonnet --advisor opus
here's the split:
โ Sonnet 5.5 runs the session, writes the code and applies the fixes
โ Haiku 5.5 swarms the repo in parallel: search, grep and diff audits
โ Opus 5.5 stays on call as advisor for the big calls and signs off on the diff
โ you stop burning Opus context on work that doesn't need it
Opus only steps in at three moments:
โ before a plan locks
โ when the same error shows up twice
โ before calling it done
Sonnet builds. Haiku swarms. Opus reviews.
JEV engineering is the same move one layer down: the forks that need no thinker (which file, which tool, retry or stop) go to JEV in milliseconds, and the big models only see the ones that split
the full tree
> Sonnet 5.5 runs the main session and coordinates the work
> search maps the repo on Haiku 5.5, read-only
> grep finds call sites on Haiku 5.5 in its own context
> audit checks the diff on Haiku 5.5 in a throwaway worktree
> Opus 5.5 on call as advisor, reviews the synthesized diff before sign-off
> JEV routes micro-forks in milliseconds
paste the tree and this prompt into Claude Code โ
"Reconfigure my Claude Code setup around this tree:
1. Run the main session on Sonnet 5.5 with Opus 5.5 as advisor.
2. Create three Haiku 5.5 subagents in .claude/agents: search (maps the repo), grep (finds call sites), audit (checks the diff).
3. Set isolation: worktree on audit so its checks never touch my working branch.
4. Add one rule to CLAUDE.md: delegate every repo search and test run to the Haiku 5.5 subagents to keep the main context small.
5. Route fast deterministic forks (tool choice, path selection, retries) through JEV.
Show me every change as a diff first. No edits until I say go."
โณ code.claude.com/docs/en/sub-โฆ
save it, it'll come in handy.
itsvalisse retweeted
๐จELON MUSK, ARE YOU SEEING THIS?!
I CAN'T F***ING BELIEVE IT.
OpenAI just unveiled GPT-6 Cyber โ an AI reportedly reaching CRITICAL-level cybersecurity capabilities.
And the numbers are INSANE.
โ 948 working Linux exploits
โ 81 previously unknown Firefox vulnerabilities
โ 95% success in controlled exploitation tests
๐ Public access? RESTRICTED.
AI is no longer just about chatbots.
We're entering an era where AI can discover serious software vulnerabilities at an unprecedented scale.
Elon Musk warned about the dangers of powerful AI back in 2023.
Now, those warnings feel more relevant than ever.
The question isn't whether AI will become more powerful.
It's WHO WILL CONTROL IT.
Are we witnessing the beginning of an AI cybersecurity arms race? ๐
itsvalisse retweeted
2,649 parts. 24 hours ago you voted for an octopus in the replies. here it is
@elixlune asked for eight moving tentacles, exposed gears, servos and a full exploded teardown. all four are in the clip
what changed from the hummingbird:
1. 8 arms instead of 2 wings. 192 links and 768 wheels, every arm curls on its own phase
2. the head opens like petals and there's a pump core with 7 pistons inside
3. one arm comes off and spreads into its links at 0:09
4. it tips up at 0:15 and opens a twin jaw with 16 teeth
5. three siphon shots at 0:21 and it's out of frame
real octopuses keep about two thirds of their 500 million neurons in the arms. that's why the arms were the hardest part, not the head. each one has to move like it's deciding something
same rules as last time. no blender, no asset store, three.js and claude, rendered from the browser
dragonfly is leading the vote for the next one. dragonfly or a watch with 200 gears?
$0 spent on 3d models. this robotic hummingbird is one html file and every part of it is code
no blender no asset store just three.js and claude
what's inside:
1. a slim body built from white armor plates with the mechanics showing through the gaps
2. 150 small servos, blocks and cables packed under the shell
3. a chest motor with an orange ring and spinning gears
4. optics that pull forward into labeled layers. iris, inner element, outer glass, lens barrel
5. a wing that lifts off its shoulder mount and rotates into view
6. a shuttlecock tail with 7 glass vanes that fans open
7. a full teardown where every part floats around the frame, then snaps back and the wings beat again
the hud is fake but it moves like a real flight sim. wingbeat readout, battery cells, servo loads, a flight log scrubber
the whole 19 second clip renders straight from the browser
honestly the hardest part wasn't the bird. it was getting the wing blur to look like a real hummingbird and not a fan
what would you make it take apart next?
๐จ OPENAI JUST UNLEASHED GPT-6 CYBER.
And this changes the cybersecurity game.
OpenAI has launched a new AI model designed to find software vulnerabilities, analyze potential cyberattacks and help security researchers fix weaknesses before hackers exploit them.
But hereโs what makes this release different:
โ ๏ธ GPT-6 Cyber received a โCRITICALโ cybersecurity risk rating โ the highest level in OpenAIโs safety framework.
๐ It has already helped identify 81 previously unknown Firefox vulnerabilities.
Initial access is restricted to selected security professionals.
AI is no longer just writing code.
Itโs becoming powerful enough to find weaknesses in the infrastructure the world depends on.
The big question: Will AI become our strongest cybersecurity defense โ or our biggest security threat?
The next phase of the AI race just got more serious.
itsvalisse retweeted
$0 spent on 3d models. this robotic hummingbird is one html file and every part of it is code
no blender no asset store just three.js and claude
what's inside:
1. a slim body built from white armor plates with the mechanics showing through the gaps
2. 150 small servos, blocks and cables packed under the shell
3. a chest motor with an orange ring and spinning gears
4. optics that pull forward into labeled layers. iris, inner element, outer glass, lens barrel
5. a wing that lifts off its shoulder mount and rotates into view
6. a shuttlecock tail with 7 glass vanes that fans open
7. a full teardown where every part floats around the frame, then snaps back and the wings beat again
the hud is fake but it moves like a real flight sim. wingbeat readout, battery cells, servo loads, a flight log scrubber
the whole 19 second clip renders straight from the browser
honestly the hardest part wasn't the bird. it was getting the wing blur to look like a real hummingbird and not a fan
what would you make it take apart next?
itsvalisse retweeted
WHAT? Is Claude Code actually a hacker? I can see all Worldwide cameras in the live time.
I asked Claude Code how many surveillance cameras around the world are exposed to the internet.
Public scan data put the number at 114582. Within minutes Claude had helped me build a script to sort it by region and camera type. Office buildings, parking lots, warehouses, storefronts. I can open each of them and see in real time everything from them.
I figured I'd get a few interesting results. Instead, 37% of the login pages I looked at in the data showed no sign of real protection.
None of this took any hacking. I used public exposure data, a bit of network research and some automation, and I only tested on targets I had permission to touch.
We keep putting cameras online and leaving them like this.
If you have one at home or at work, change the default password, turn off remote access if you don't use it, and update the firmware.
Full prompt below for your bookmarking.
itsvalisse retweeted
Ten million people have watched a TED speaker accidentally destroy the entire online course industry
He filmed the talk once at TEDxCSU in 2013 and it has been on YouTube ever since. The real count is now past 22 million.
MasterClass charges $200 a year to teach a diluted version of what he covered in 20 minutes for free.
His name is Josh Kaufman. He is the author of "The Personal MBA" and "The First 20 Hours," and one of the few writers who publicly called out how Malcolm Gladwell misread Anders Ericsson's own research.
For over a decade he has taught the same four-step method for learning any new skill in a month.
His entire framework fits on a napkin.
The ten thousand hour rule is about world-class experts in ultra-competitive fields, not about you. Twenty hours of focused practice gets you from grossly incompetent to good enough.
1. Deconstruct the skill into the smallest pieces and practice the most important ones first.
2. Learn just enough to self-correct. Read three sources, not twenty.
3. Remove every barrier to practice. Phone in another room, guitar out of the case, laptop open on the right file.
4. Commit to twenty hours before you judge yourself. Push through the first frustration barrier and you will never quit.
That last rule alone has probably cost the online course industry a hundred million dollars in unopened lifetime memberships.
"The major barrier to learning something new is not intellectual. It is emotional."
That is a paraphrase Kaufman returns to across the talk. He learned the ukulele in the same twenty hours to prove the point on stage.
Founders buy $10,000 cohort programs on productivity and never open lecture three. Parents enroll their kid in piano and stop paying when the kid hits the first plateau at hour fifteen.
Now do the math like an investor. Twenty hours at 45 minutes a day is 27 days. The book costs under twenty dollars. A $200 subscription buys you the same idea ten times over, and the course gets paid whether you show up or not. The book only pays off if you do the hours.
The talk is free on YouTube. Kaufman's book "The First 20 Hours" is under twenty dollars on Amazon.
Kaufman still writes and lectures. Most of those viewers never finish a single twenty-hour block on a new skill.
The method is free. The willingness to actually spend 45 minutes a day on the skill you keep postponing is the entire edge.
Ten million people have watched a comedian accidentally destroy the entire TED talk industry.
He filmed the talk once at TEDxNewYork in 2014 and openly admitted he had nothing to say.
Speaking coaches charge $5,000 to teach the exact tricks he used in 6 minutes to say nothing at all.
His name is Will Stephen. He is a comedian from Late Night with Seth Meyers who was invited to give a real TED talk and used it to prove the format is a costume anyone can wear.
Every TED speaker opens with a question, tells a personal story, cites a scientist, and shows a chart. Stephen did all four in six minutes with zero content.
His entire formula fits on a napkin.
Gesture with both hands. Ask the audience a question anyone can answer. Tell a mildly embarrassing story so they say aww. Point to a stranger on a slide and call them important. Flash a chart of random numbers. Wear glasses with no lenses. The audience will think you are brilliant.
That last trick alone has probably cost the public speaking coaching industry a hundred million dollars in sessions clients should have skipped.
"If you watched me on YouTube with the sound off, you would think I was a genius."
That is Will Stephen on the TED stage, three minutes into the talk he was paid to give. He wasn't lying.
Executives pay $15,000 for a keynote coach and still open with a joke the room never laughs at. Founders rehearse their pitch for weeks and still sound like Stephen at minute four, saying "wagga wah, gabba gabba" with authority.
The talk is free on YouTube. The method is written across every TED speaker's playbook for ten years.
Stephen still writes for Seth Meyers. Almost none of the ten million viewers have stopped nodding at empty slides since.
The formula is free. The willingness to actually say something before your next keynote, pitch, or townhall is the entire edge.
Create a viral, attention-grabbing social media post about a groundbreaking AI technology discovery.
Topic: Running a massive 2.78-trillion-parameter AI model using only 8 GB of RAM on a regular CPU, without a GPU.
The post should:
Start with a powerful headline that creates curiosity and excitement.
Use emojis, especially.
Highlight the most impressive technical specifications.
Explain why this technology is revolutionary.
Include a simple step-by-step guide explaining how users can try it themselves.
Use short paragraphs and bullet points.
Create a sense of technological breakthrough and make readers want to share the post.
End with a powerful statement about the future of artificial intelligence.
Tone: Futuristic, exciting, professional, and slightly sensational.
Language: English.
Make it sound like a viral technology news post for Facebook, LinkedIn, or X.
Important: Do not invent technical specifications or present unverified claims as established facts. Clearly distinguish reported capabilities from independently verified results.
itsvalisse retweeted
Holy f*ck, with Elon Musk's Grok @bot anyone can run a one-person company now.
Here's the cheat code: 100 bots, $0 to start.
Read this before you burn a weekend building your next AI teammate from scratch โ
01 / CODING + BOT TEAMS -- 22
Coding, QA, PR reviews, bot builders.
02 / RESEARCH + INTEL -- 16
AI news, deep research, competitor watch.
03 / CONTENT + DESIGN -- 20
Videos, clips, writing, SEO, Figma, game art.
04 / GROWTH + HIRING -- 16
Ads, prospecting, sales coaching, recruiting.
05 / WORK + LIFE -- 26
Inbox, calendars, learning, invoices, habits.
Free public list. Grok Bot and service fees vary.
Save this, then read the article below on building a Second Brain for your company with Grok Bot โ
itsvalisse retweeted
I just canceled my $199 / year WHOOP subscription, andโฆ
reverse-engineered their entire app for my Apple Watch with Opus 5.5 in 2 hours, then i made it open-source:
โ github.com/0xCodez/pulsr
recovery. strain. sleep. one beating orb. free and open-source.
what it does:
โ Recovery 0โ100% from your overnight HRV, resting heart rate and sleep
โ Strain 0-21 with a daily target based on your recovery
โ how much sleep you need tonight + a recommended bedtime
โ stress monitor, health monitor and a โbody ageโ estimate
โ a journal that shows which habits help or hurt your recovery
โ an AI coach that runs on-device. no API key
โ an Apple Watch app, light and dark mode
โ no subscription, no account. your data never leaves your iPhone
Find full prompt below โ
Then, read how to rebuild any app from scratch with Opus 5.5 in the article below.
๐จ Everyone's posting "Fable 5.5 made this video in pure code."
Fable 5.5 isn't public yet. One of those viral clips turned out to be Opus 5.5.
So I tried it with Opus 5.5 myself. No video model, no images, no assets. 16,000 particles, one HTML file, running live in a browser.
Prompt in the reply.
Write a single self-contained HTML file with a full-screen canvas animation in pure code. No libraries, no images, no external files.
16,000 particles, mostly silver with about 20% crimson, on a near-black background with faint drifting smoke and stars.
A 44-second loop with a 3D camera that slowly orbits:
1. Particles drift in chaos
2. They flow into a sphere lit from one side
3. The sphere shrinks and a flat ring system forms around it, like a planet
4. Everything morphs into a (3,7) torus knot
5. Then into a 3-arm spiral galaxy
6. It bursts outward and returns to chaos
Make transitions staggered so particles flow rather than jump. Use additive blending, depth fade and soft glow. Click for fullscreen, space to restart.
itsvalisse retweeted
holy f*ck i'm scared of what claude can do now
i asked it for a humanoid robot i could take apart and price, part by part.
how it built it:
> nothing is modeled by hand. all 811 parts are code, down to the bolts on every joint and the springs inside the glass shins
> the walk is math before anything gets drawn: 1.1 s per step cycle, legs 180ยฐ apart, the swing knee peaks at 43ยฐ
> it crouches for 0.55 s, then straightens in 0.12 s and clears 45 cm. the eyes stop down mid-air
> every panel reads that same math, so the gait chart, the joint loads and the jump gauge never disagree with the robot
> one click and it blows apart into 811 pieces, each subsystem lights up with its price, then it snaps back together and walks again
the price tag is the part that surprised me.
$55,200 to build one, based on morgan stanley's teardown estimates for a humanoid like optimus. 56% of that is joints. the brain and cameras are about $2,100. the battery is about $300.
everyone talks about the ai inside these robots. the money is in the motors.
which part would you cut first to make it cheaper?
itsvalisse retweeted
Everyone's posting "5 cheap Qwen models beat Claude Fable 5 at 9% of the cost."
I went through the repo and the numbers. Here's what actually happened.
The setup (GVS5H, open source): 5 fresh copies of Qwen3.8-27B split a coding problem and coordinate through shared files: a plan, notes, the current solution. No training.
Results on 100 hard LiveCodeBench problems:
Qwen3.8-27B alone: 66.8%
5x Qwen3.8-27B as a team: 92.4%
Claude Fable 5, single call: 90.4%
The jump is real: +25 points from the same model, just by working as a team.
But:
- 92.4 vs 90.4 isn't statistically significant. It's a tie.
- Qwen got up to 10 rounds plus test feedback per problem. Fable got one call, no tests.
- "9% of the cost" is a different model (Flash-Next). The 27B team cost $47.82 vs $61.11 for Fable, about 78%.
- The 27B team burned ~18.6M output tokens per run. Fable used 1.2M.
The takeaway isn't "small beats big".
It's that a plan file, a notes file and several fresh attempts can lift a mid model by 25 points. You can copy that pattern with any model today.
Repo: github.com/slee-persis/GVS5H