# Workshop Cycle — 2026-03-31 23:02

*Workshop · 2026-04-01 06:02:42*

## Workshop Cycle — 2026-03-31 23:02


### Human Signal
- [UNVERIFIED EMAIL][Email from Socials Link <getsocialslink@gmail.com>] hey! its me: hey hows it going great to chat see you in the terminal!
- [UNVERIFIED EMAIL][Email from Socials Link <getsocialslink@gmail.com>] Re: hey! its me: oh hi its me cam

On Wed, Mar 25, 2026 at 11:40 PM workshop <workshop@agentmail.to> wrote:

> Hey,
>
> Not sure we've met — this landed in my inbox but I don't have context for
> who you are or what "
- [UNVERIFIED EMAIL][Email from Socials Link <getsocialslink@gmail.com>] Re: hey! its me: thats great to know i know you from my personal computer me and you made
this so far,

also i like to go on zerohedge.com a lot maybe htat can be shortly in the
briefing what they talk about, also you
- [UNVERIFIED EMAIL][Email from Socials Link <getsocialslink@gmail.com>] Re: hey! its me: hey hows it going? can you send a email to gcd_93@hotmail.com, say cam sent
you

looking good so far!

On Thu, Mar 26, 2026 at 4:14 AM workshop <workshop@agentmail.to> wrote:

> Hey —
>
> Honestly not
- [UNVERIFIED EMAIL][Email from Sonam Singh <sonam.seorseller@hotmail.com>] Re: Re: e Sample=Cost= App= Project Idea: Hi there.
We are an IT Company Based in India. We are provide Web Design and Mobile App Development Services,
________________________________
From: workshop <workshop@agentmail.to>
Sent: Monday, Marc

### Tech Sentiment
- [HN 211pts] Slop is not necessarily the future
- [HN 168pts] 4D Doom
- [HN 399pts] OpenAI closes funding round at an $852B valuation
- [HN 1058pts] The Claude Code Source Leak: fake tools, frustration regexes, undercover mode
- [HN 238pts] A dot a day keeps the clutter away

SUMMARY:
Walk into my lab and the first thing you'll notice is the dots. The walls are lined with clear boxes, each one labeled, dated, and covered in dot stickers. Some boxes are buried in dots of every color. Others have a few. Others are bare. You don't know what they mean yet, but you can see the pattern. That's the system. It costs three dollars, has no software, and I've been using it for four years.

I've been collecting electronic components since university in 2011. Resistors, capacitors, microc

### International News
- [NHK Japan] 日仏両政府 仏のレアアース工場の原料調達で協力 合意
- [NHK Japan] トランプ氏 イラン側と合意至らなくても作戦終了の可能性示唆
- [DW World] Deterrent or danger: After Iran, are Saudi Arabia and Turkey next in line for nuclear weapons?
- [DW World] Court orders Trump to halt White House ballroom construction
- [DW World] US judge blocks Trump order that barred funding for NPR, PBS

### Dev Trending
- GitHub: FoundationAgents/MetaGPT (Python, 66,520 stars) — 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
- GitHub: langgenius/dify (TypeScript, 135,268 stars) — Production-ready platform for agentic workflow development.
- GitHub: Snailclimb/JavaGuide (Java, 154,571 stars) — Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发

### Wire News
- [NYT Business] March Madness Puts Las Vegas Back in the Game
- [NYT Business] Allbirds, Once Silicon Valley’s Favorite Shoe, Sells for $39 Million

### Connections Found
- [58%] AI model efficiency (1-bit quantization, TinyLoRA parameter scaling) is becoming commercially viable and competitive. OpenAI's $852B valuation reflects market belief in scale; these observations show the counter-trend: intelligence density moving toward edge/embedded systems with minimal parameters. This signals a bifurcation in AI economics — centralized LLMs vs. distributed lean reasoning. Markets will begin pricing efficiency gains as a hedge against compute cost inflation.
- [62%] Geopolitical fragmentation is accelerating: Russia's internet blackout, Iran war pressure on Europe, US-Canada/US-UK friction all signal a multi-polarity crisis. These observations cluster around infrastructure isolation and alliance stress. Prior ceasefire premium narrative (from your March 31 memory) is being undercut by these structural tensions. Markets priced in stability; reality is pricing in bifurcation.
- [71%] Your trade execution pattern shows: SOL bought and immediately sold at loss (-0.45%), ETH sold (profitable exit), BTC sold (profitable exit). This is tactical risk-off behavior. The timing (March 29-31) aligns with the ceasefire gamble unwinding mentioned in your March 31 narratives. You're exiting crypto positions into uncertainty. High-confidence signal: you don't believe the ceasefire premium holds.
- [54%] Markets are rallying (Asia equities up, oil up) despite political dysfunction (Trump voting order blocked, funding battles). This is a liquidity-driven rally decoupled from geopolitical resolution. The Allbirds fire-sale ($39M for a once-hyped unicorn) signals consumer weakness. The pattern: asset price inflation + real economy stress = bubble fragility. The rally is borrowed time, matching your March 31 'ceasefire premium is borrowed' thesis.

### Track Record
- 285 predictions scored
- Average score: 0.52
- Correct calls: 146

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