rari๐
@0xwhrrari
solo setups | ai researcher | 444 in soul ใค
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Holy f*ck, Opus 5.5 replaced After Effects
It's f*cking insaneโฆ
Drop the PDF below into Opus 5.5 and see what it makes
Then read the full guide on motion design in the article below โ
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Opus 5.5 can make a video
The hard part is making the next one better
That takes a studio, not a prompt
I broke down how to build it โ
Jev Founder, Diogo Almeida, just released a 12-page PDF on how to use Jev with LLMs
It is more useful than most paid AI courses:
this is a 10-step blueprint on how to build a faster, cheaper and more controllable AI system around Claude, Codex, Grok or any other LLM:
step 1 โ split the responsibilities: the LLM generates, Jev makes bounded semantic decisions and deterministic code keeps authority
step 2 โ build the state: give Jev the current request, relevant evidence, policy and proposed action instead of sending the entire conversation
step 3 โ choose the right primitive: Choice selects a route, Score evaluates an ordered rubric and Noul returns the probability that a statement is true
step 4 โ replace giant evaluation prompts with atomic questions: intent, urgency, evidence, risk and scope become separate typed decisions
step 5 โ put Jev before the LLM: select the context, tools, provider and workflow before paying for an expensive generative call
step 6 โ give the LLM a bounded job: once Jev selects the route, the model receives only the instructions, files and tools required for that branch
step 7 โ put Jev after the LLM: check whether the result answers the request, uses sufficient evidence and stays inside the permitted scope
step 8 โ route by confidence: high-confidence low-risk cases proceed automatically, uncertain cases request more context and consequential actions go to review
step 9 โ batch independent decisions: ask multiple Choice, Score and Noul questions over one shared state instead of creating another LLM call for every judgment
step 10 โ record the complete decision receipt: state version, question, probabilities, selected route, model, latency, outcome and human override
most AI courses teach you how to write a bigger prompt
this 12-page guide teaches you how to build the control system around every prompt
the result: smaller contexts, fewer unnecessary LLM calls, safer tool execution and decisions you can actually inspect, test and improve
Send this PDF and the original Jev article to Claude Code or Codex and start rebuilding one expensive LLM decision at a time โ
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Anthropic CEO Dario Amodei:
"Some early companies got Mythos and told us this is a super weapon, please don't release it"
On leaving OpenAI:
"When you can't trust someone, and their values don't match what they say, it becomes very hard to stay"
Boris Cherny, head of Claude Code:
"90% of code at Anthropic is written by Claude, a lot of Claude Code is written by Claude Code"
Then Dario says the quiet part even louder:
10โ25% odds of civilizational collapse from AI
47 minutes
Free
Dario, Daniela, Boris
Probably the deepest look inside Anthropic ever filmed
Mythos
Claude Code
OpenAI split
Superweapon models
90% AI-written code
Bookmark it and watch โ
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Most people think prompting is just writing better sentences
Anthropic shows why that's wrong
This 32-minute workshop breaks down how prompts are built for production
Not prompt hacks
Not "act as"
Not another $300 course
Actual systems
Evals
Edge cases
Model migration
Agent loops
Good prompt is not one message
It's a workflow the model can follow, test and improve
This matters because every new claude opus or sonnet will still reward the same rules
Watch the prompting playbook
Bookmark it before your next bad ai answer is just a bad setup
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This girl turned a $20 Claude plan into a YouTube channel making $30,000/month
No face
No camera
No editor
No studio
Just one workflow:
Claude writes the script
AI reads the voiceover
CapCut builds the video
YouTube pushes the winner
The real trick is volume
Most people post 5 videos and quit
He says it takes 20-30 uploads before the algorithm finds a format that works
One winning format can turn into $30k/month
Save this before everyone realizes YouTube automation is just prompts, volume, and patience
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This 26-year-old in Singapore pulled $268K from Polymarket in 9 weeks copying one wallet he found at 4 AM.
No edge. No model. No insider feed.
Just Claude Opus 4.7, Mac Mini and wallet he stalked for 73 days straight
He didn't predict elections. He didn't trade sports. He didn't touch crypto markets.
He mirrored a single address that closes 91% of its positions in the green
Profile:
3,000+ trades. $1M in cumulative PnL. Win rate that shouldn't exist.
Claude pings him the second he opens a position
The Mac Mini fires the same bet within 8 seconds
He doesn't know what the market is about. He doesn't read the question. He doesn't care who's winning.
He just copies the wallet and closes when it closes
$20 Claude sub. One Mac Mini. One wallet doing all the thinking.
His friends are still backtesting strategies. He's already up $268,000
Save this and try setup yourself
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People are paying $300/month to learn AI from courses that teach them to copy-paste code
Meanwhile the companies that actually build AI are giving the same training away for free:
โ Anthropic academy - 16 courses, real certs
โ Openai academy - workshops from the team that built chatgpt
โ Google AI cert - 7 modules
โ Karpathy nn-zero-to-hero - neural nets from scratch
โ Microsoft generative-ai-for-beginners - 95K stars on github
14 weeks. $0. job-ready.
The people who learn AI in 2026 won't be the ones who bookmarked 50 articles.
They'll be the ones who opened a terminal tonight.
Full roadmap below.
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This 26-year-old in Singapore pulled $268K from Polymarket in 9 weeks copying one wallet he found at 4 AM.
No edge. No model. No insider feed.
Just Claude Opus 4.7, Mac Mini and wallet he stalked for 73 days straight
He didn't predict elections. He didn't trade sports. He didn't touch crypto markets.
He mirrored a single address that closes 91% of its positions in the green
Profile:
3,000+ trades. $1M in cumulative PnL. Win rate that shouldn't exist.
Claude pings him the second he opens a position
The Mac Mini fires the same bet within 8 seconds
He doesn't know what the market is about. He doesn't read the question. He doesn't care who's winning.
He just copies the wallet and closes when it closes
$20 Claude sub. One Mac Mini. One wallet doing all the thinking.
His friends are still backtesting strategies. He's already up $268,000
Save this and try setup yourself
Show more
People are paying $300/month to learn AI from courses that teach them to copy-paste code
Meanwhile the companies that actually build AI are giving the same training away for free:
โ Anthropic academy - 16 courses, real certs
โ Openai academy - workshops from the team that built chatgpt
โ Google AI cert - 7 modules
โ Karpathy nn-zero-to-hero - neural nets from scratch
โ Microsoft generative-ai-for-beginners - 95K stars on github
14 weeks. $0. job-ready.
The people who learn AI in 2026 won't be the ones who bookmarked 50 articles.
They'll be the ones who opened a terminal tonight.
Full roadmap below.
Show more
This guy turned $400 into $214,000 on Polymarket in 7 weeks without ever checking a chart.
This guy, sitting in a dark studio apartment in Tallinn with three Mac Minis stacked on a IKEA shelf and a single 27" monitor showing nothing but rows of green and red dots.
The timestamp in his screen recording jumps from 01:14 to 04:38 without a single mouse movement.
He's not trading elections. He's not touching sports markets.
He's hunting mispriced YES/NO pairs on Polymarket's low-liquidity questions - the ones with under $8K total volume that nobody watches.
Profile:
3,847 markets touched.
$2.1 million in cumulative volume.
Hold time per position: 4 minutes 12 seconds average.
Profit in 49 days: $214,300.
The trick is, he doesn't have an opinion on any of these markets.
He doesn't know if the SEC will approve the ETF. He doesn't know if Drake drops the album. He doesn't care.
He just lets Claude scan every new market that opens, flags the ones where YES + NO โ $1.00, and fires both legs the second the gap crosses 3 cents.
Pure spread capture. No thesis. No news. No Twitter.
The Mac Minis run a Python loop 24/7. He just walks over, glances at the green column, refills his coffee, and goes back to bed.
One guy. Three $599 boxes. $214K in 7 weeks.
Show more
This guy turned $400 into $214,000 on Polymarket in 7 weeks without ever checking a chart.
This guy, sitting in a dark studio apartment in Tallinn with three Mac Minis stacked on a IKEA shelf and a single 27" monitor showing nothing but rows of green and red dots.
The timestamp in his screen recording jumps from 01:14 to 04:38 without a single mouse movement.
He's not trading elections. He's not touching sports markets.
He's hunting mispriced YES/NO pairs on Polymarket's low-liquidity questions - the ones with under $8K total volume that nobody watches.
Profile:
3,847 markets touched.
$2.1 million in cumulative volume.
Hold time per position: 4 minutes 12 seconds average.
Profit in 49 days: $214,300.
The trick is, he doesn't have an opinion on any of these markets.
He doesn't know if the SEC will approve the ETF. He doesn't know if Drake drops the album. He doesn't care.
He just lets Claude scan every new market that opens, flags the ones where YES + NO โ $1.00, and fires both legs the second the gap crosses 3 cents.
Pure spread capture. No thesis. No news. No Twitter.
The Mac Minis run a Python loop 24/7. He just walks over, glances at the green column, refills his coffee, and goes back to bed.
One guy. Three $599 boxes. $214K in 7 weeks.
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A 17-year-old in Austin pulls $24,400 every month from a Minecraft YouTube channel
That he edits without touching a single frame
He records 4-hour Minecraft letsplays, drops the raw footage into Premiere Pro 2026, and the AI cuts it into a finished video in 2-3 minutes
He never opens the timeline. He never scrubs. He never sets a keyframe
Claude writes the script before he records. Claude writes the title, tags and description after. Claude reads the YouTube Studio analytics every Monday and tells him exactly which letsplay to record next
The whole stack costs $43 a month
11 weeks ago the channel was empty
Week 4: first $800
Week 8: $7,200
Week 12: $24,400
Week 16 on pace for $40,000
From a phone, a laptop and 5 saved prompts
He's already replicating the system in two more gaming niches at the same time
What used to need a 6-person studio now runs on one guy, one Claude tab and one Premiere license
Save it and try it yourself
Show more
A 17-year-old in Austin pulls $24,400 every month from a Minecraft YouTube channel
That he edits without touching a single frame
He records 4-hour Minecraft letsplays, drops the raw footage into Premiere Pro 2026, and the AI cuts it into a finished video in 2-3 minutes
He never opens the timeline. He never scrubs. He never sets a keyframe
Claude writes the script before he records. Claude writes the title, tags and description after. Claude reads the YouTube Studio analytics every Monday and tells him exactly which letsplay to record next
The whole stack costs $43 a month
11 weeks ago the channel was empty
Week 4: first $800
Week 8: $7,200
Week 12: $24,400
Week 16 on pace for $40,000
From a phone, a laptop and 5 saved prompts
He's already replicating the system in two more gaming niches at the same time
What used to need a 6-person studio now runs on one guy, one Claude tab and one Premiere license
Save it and try it yourself
Show more
A 23-year-old in Shenzhen pulled $67,800 last month from Polymarket
He doesn't trade
He doesn't watch charts
He doesn't size positions
He doesn't even check PnL
Three Mac Minis stacked on a desk in his Kowloon apartment
Claude Opus 4.7 sub running a wallet-classifier he trained over 4 weekends
The system monitors 14,000 Polymarket wallets
Mirrors the top 13%, submits on whichever account has free margin
Average hold: 1.6 days, win rate: 79%
Check porifle:
Last night while he slept it closed 600+ trades
February: $9K โ March: $24K โ April: $67.8K โ May on pace for $128K
We are 13 days in
He doesn't watch the screens. They're decoration.
"Jim Simons ran the greatest quant fund in history. 30 years. PhDs. $66 billion AUM. He never had access to Polymarket. I do."
This morning on camera:
"Just woke up. Wins. Wins. Wins. Bot copies wallets that exit at 91% of max move. I'm headed to dim sum."
Then he put the phone down
Asleep and trading, awake and dim sum
Save it and try to copy him
Show more
Ever caught a take so early it felt illegal?
"People are sleeping on HIP 4. hard"
"The Hyperliquid team has serious capital, serious money, serious plans - you gotta bet on them, honestly"
"And here's the kicker - Polymarket is copying Hyperliquid specifically for that reason"
"The unstoppable force nobody wants to name"
episode 3 on PredictTime - @tre_poh x @predicttime_
The ones who hear it first are the ones who position first. Everyone else just reads about it later.
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I CAUGHT THE $436,000 INSIDER
Episode 3 of PredictTime is live - and you'll hear this story straight from the source
@tre_poh, founder of @polysights. We go deep - into how his platform catches insiders on Polymarket before the news drops and into his life journey
Everything you need to know about insider trading in prediction markets - is in this episode
Timecodes:
00:00 โ Cold open / Highlights
00:51 โ The $436k profit case: how a $34k order paid out before the news
01:05 โ Meet Tre, founder of Polysights
01:35 โ How Polysights spots anomalies: radar score and wallet clusters
03:17 โ What Polysights actually does: advanced analytics for prediction markets
04:00 โ From aircraft engineering to the Canadian Air Force
05:01 โ Entrepreneurial roots: e-commerce and dropshipping
06:13 โ Selling the first company at 23 and getting paid in crypto
08:21 โ Were meme coins detrimental or a launchpad into Web3?
09:46 โ The "Fatherhood Buff": how a son changes drive and risk
12:03 โ Rank 1 in WoW: gaming as training for founders
14:35 โ From PredictFun on Blast to Polymarket: trader-first, builder-second
16:35 โ Building Insider Finder: scoring every trade on Polymarket
19:34 โ The Maduro case in detail: why it wasn't posted publicly
21:18 โ Mayor Eric Adams dropout: prediction markets vs mainstream media
22:24 โ MicroStrategy markets: 6โ0 on recycled wallets
26:50 โ Philosophy: why insider trading accelerates truth
30:56 โ Disagreeing with Kalshi's CEO: the centralized vs decentralized divide
35:19 โ If the CFTC bans insider trading: validation or death?
48:09 โ Arbitrage across Polymarket, Kalshi and sportsbooks
50:48 โ Why prediction markets finally boomed in 2024โ2025
54:39 โ Alpha decay and growing to 45,000 users
55:59 โ The Bloomberg / WSJ / NYT moment
58:08 โ Fundraising $1.5M from Halifax: the lead VC drama
01:02:26 โ Business model: moving away from subscriptions
01:04:21 โ No-code automated trading strategies as the future
01:13:20 โ Roadmap: V1 by Q2 and a regulated prediction market in Canada
01:16:24 โ Solo founder reality: from intern-only to an ex-Meta tech lead
01:18:46 โ Crucial advice: don't build another trading terminal
01:20:27 โ Breaking in with no connections, no VCs, no hub
01:24:58 โ Rapid-fire: Ferrari, Bitcoin to $1M, Hyperliquid vs Kalshi
01:27:35 โ The biggest insider trade he can't prove: Lord Miles
01:28:12 โ Role models: CZ, Kobe, Shane, Elon
01:30:00 โ Final advice: stop overthinking and take the swing
Show more
A 23-year-old in Shenzhen pulled $67,800 last month from Polymarket
He doesn't trade
He doesn't watch charts
He doesn't size positions
He doesn't even check PnL
Three Mac Minis stacked on a desk in his Kowloon apartment
Claude Opus 4.7 sub running a wallet-classifier he trained over 4 weekends
The system monitors 14,000 Polymarket wallets
Mirrors the top 13%, submits on whichever account has free margin
Average hold: 1.6 days, win rate: 79%
Check porifle:
Last night while he slept it closed 600+ trades
February: $9K โ March: $24K โ April: $67.8K โ May on pace for $128K
We are 13 days in
He doesn't watch the screens. They're decoration.
"Jim Simons ran the greatest quant fund in history. 30 years. PhDs. $66 billion AUM. He never had access to Polymarket. I do."
This morning on camera:
"Just woke up. Wins. Wins. Wins. Bot copies wallets that exit at 91% of max move. I'm headed to dim sum."
Then he put the phone down
Asleep and trading, awake and dim sum
Save it and try to copy him
Show more
A 20-year-old girl makes $15,000/month from a faceless AI YouTube channel she started 4 months ago
She picked a finance niche with a $20 RPM, fed it into Claude to break down the top channel in the space and built her own
Clean voiceover, sharp B-roll, hook in the first 6 seconds
It took her 75 minutes to set up the first video using $20 on Claude for scripts and metadata and ElevenLabs for the voice
Uploaded weekly at first, views climbed slowly
Algorithm finally picked it up at video 24
Month 1: $0
Month 2: $400
Month 3: $3,200
Month 4: $15,000
From one channel
Now she's building a second finance channel and a third in tech, on track for $40,000/month, fully automated
She never appears on camera, didn't record a single clip herself and the system handles scripts, voiceovers, thumbnails and metadata automatically
One person, a Claude sub and free tools now generate what used to take full production teams
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