GLM-5.2 IS THE MOST IMPRESSIVE OPEN MODEL I'VE EVER SEEN AND IT'S NOT CLOSE.
- Trails Claude Opus 4.8 by roughly 1% on the hardest agentic coding benchmarks.
- Beats GPT-5.5 on most of them.
- Clears Opus 4.7 by double digits.
This is a 753 billion parameter, MIT-licensed model running at $1.40 per million input tokens — roughly 70% cheaper than the closed frontier.
A few months ago, this gap between open and closed would have been unthinkable.
Insanely bullish for the future of open source.

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CyrilDeFi

11h ago

Build your own AI automated trader. Six open source repos. Zero cost.
Charts:
Exchange access:
Execution:
Perpetuals:
Live search:
Agent framework:
The complete stack. Bookmark this now.

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CyrilDeFi

06-18 10:43

Y COMBINATOR'S ACTUAL PLAYBOOK FOR GETTING YOUR FIRST CUSTOMERS IS NOT WHAT MOST FOUNDERS EXPECT.
Get your first customer by any means necessary. Even manual work that could never scale to 100 customers, let alone 1,000.
Launch the mediocre version immediately.
The only way to actually understand what customers need is to put something in front of them and watch what breaks.
Then do things that don't scale:
- Recruit users one at a time.
- Talk to them directly.
- Build the product improvement engine that compounds 5% better every single week.
The founders who wait for the perfect product befo

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CyrilDeFi

06-18 09:52

OpenAI's next voice model is reportedly called GPT-Bidi-1.
Bidi means bidirectional: it listens and speaks at the same time instead of freezing on interruptions.
Three intelligence tiers expected:
- Instant
- Medium
- High
Advertised as a major leap in intelligence. Current voice mode runs on 4o so that tracks.
Gradual rollout. EEA, UK, Switzerland later as usual.
Bookmark this before it ships.

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CyrilDeFi

06-18 08:39

All you need in 2026 are these apps to make life changing money

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Gor88:

Jump in 🚀

CyrilDeFi

06-18 05:31

HOW TO BUILD YOUR FIRST AI AGENT FROM SCRATCH AND ACTUALLY HAVE IT WORK.
Not a toy demo.
Not a hello world that breaks the moment you try anything real.
The full guide:
- Task definition
- Memory layer
- Tool permissions
- Quality verification
- Failure recovery
Most people skip straight to a prompt and wonder why the agent falls apart on anything outside the happy path.
This is everything you need to build one that survives contact with the real world.
Bookmark this. Thank me later.

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CyrilDeFi

06-17 09:33

YOUR AI AGENT CAN HIT EVERY DASHBOARD METRIC
AND STILL BE QUIETLY DESTROYING YOUR BUSINESS.
That is the blind spot nobody is talking about.
Permission leaks.
Fabricated citations.
Caving to manipulative prompts.
Actions it was never authorized to take.
None of it shows up in your KPIs.
All of it shows up later as an incident, a customer complaint, or a regulator's question.
iFixAi runs 45 inspections against your agent before that moment arrives:
Fabrication. Manipulation. Deception. Unpredictability. Opacity.
Sandbagging. Oversight evasion. Power elevation.
Letter grade back in under 5 minute

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CyrilDeFi

06-16 03:05

SOMEONE LEAKED THE FULL SYSTEM PROMPT OF CLAUDE FABLE 5 — AND IT'S SITTING ON GITHUB WITH 26,000 STARS.
Anthropic launched Fable 5 on June 9.
The prompt was public within 24 hours.
120,000 characters.
1,585 lines.
27,000 tokens.
Every hidden instruction exposed.
CL4R1T4S repo by Pliny the Liberator.
The same repo that previously leaked ChatGPT, Gemini, Grok, Cursor, Lovable, Replit, and Perplexity.
Here is what it actually reveals:
Fable 5 and Mythos 5 share the same underlying model. Fable gets extra safety layers. Mythos doesn't, but is restricted to approved organizations only.
Knowledge cu

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CyrilDeFi

06-15 06:05

BEFORE YOU BUILD WITH AI, UNDERSTAND HOW IT WAS BUILT.
The 5-stage pipeline behind GPT and Claude in one infographic:
- Data quality over quantity.
- Tokens are pieces of words, not ideas.
- Training is mostly next-token prediction.
- Alignment turns intelligence into usefulness.
- Inference is where prompts become answers.
The builders who understand this build better than the ones who don't.
Save this.

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CyrilDeFi

06-15 05:04

what did you build while we had fable 5?

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CyrilDeFi

06-15 04:04

Most people using Claude Code are accidentally burning money every day on tools that should have been free after the first session.
A senior engineer with 10 years of experience explained why in one Reddit post:
They’re calling the AI every time the tool runs. That’s the expensive way. Every execution burns tokens. The cost compounds daily, forever.
The free way: use Claude Code to write the tool once.
A scraper. A monitor. A neural network. Anything that runs on compute without touching the API again after it’s built.
He built a full neural network while cooking dinner. It runs for free. No t

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CyrilDeFi

06-13 08:31

Everyone's talking about Fable 5 as a text model.
The ZeroBench results suggest the bigger story is multimodal.
One of the best scores on the benchmark—competing at the top across every modality:
Text, images, audio, video. 1 million token context across all of them.
The model most people are treating as a better chatbot is actually one of the most capable multimodal systems available right now.

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CyrilDeFi

06-13 07:31

Most developers: crafting the perfect prompt, tweaking words, hoping for better outputs.
Boris Cherny, creator of Claude Code: “I don’t prompt Claude anymore. I write loops — and the loops do the work.”
The gap between those two approaches is the entire game right now.
His 30-minute video shows the actual daily setup:
- Loops
- Dynamic workflows
- The system that works while he doesn’t
Article below covers everything you need to apply it yourself.
Watch the video. Read the guide. Build it this weekend.

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CyrilDeFi

06-13 06:47

You're gonna doomscroll for three hours tonight anyway.
Give me ninety seconds instead and I'll show you how to use AI to save money.
Shaders by Moda is out now. Type one sentence and you basically get the liquid glass effect that a $40k per video motion designer could exclusively do.
Fully editable, animated graphics for slides, ads, posts in ANY size
You can spend some time messing around with this and upgrade your setup or spend that $40k over and over again.
For your own good - actually try it, don’t just save this and forget it exists.