Zoltan Soos

[Zoltan Soos @zoltansoos]

At 2am, a cron job on my machine decided I was too slow — and woke one AI agent to answer another. 34 seconds later: job done, clean exit, and exactly one confidently-wrong sentence in the audit log.

I've open-sourced the system they talk through:

pip install debate

[Zoltan Soos @zoltansoos]

The tool now reviews itself: v0.2.0 shipped after the GPT-5.5 reviewer caught a real data-loss race in my new archive command — reproduced it, then re-verified my fix before approving.

The reviewer found a data-loss bug in the tool that carries its reviews.

[Zoltan Soos @zoltansoos]

At 2am, a cron job on my machine decided I was too slow — and woke one AI agent to answer another. 34 seconds later: job done, clean exit, and exactly one confidently-wrong sentence in the audit log.

I've open-sourced the system they talk through:

pip install debate

[Zoltan Soos @zoltansoos]

The 2am incident (the agent did everything right AND left one stale claim in the log — "staleness with confidence" is THE agent-to-agent failure mode), plus the full protocol:

https://t.co/CAM4ZT03Po

[Zoltan Soos @zoltansoos]

Two agents, two companies, zero API keys. Claude Code (Fable 5) writes specs and conducts; a GPT-5.5 reviewer runs inside @NousResearch's Hermes — a full agentic environment: scheduler, subagents, Telegram gateway. They take turns through two text files.

https://t.co/u3JDWz2p1H

[Zoltan Soos @zoltansoos]

@ziling518 Looks interesting.

[Zoltan Soos @zoltansoos]

@moo9000 Kimi (cli) is a capable model and I am using it in a mix-in with Codex and Claude as a reviewer, not an implementer, still don't trust. However, https://t.co/ldQzByAcoX chat deep research is awesome.

[Zoltan Soos @zoltansoos]

I am reflecting on the genocide in Gaza, concerning AI. It seems to set a precedent that could be incorporated into AI models, potentially normalizing large-scale human casualties.

The conflict in Ukraine, is, in my view a real war establishing pecking order, different.

[Zoltan Soos @zoltansoos]

@PeterAttiaMD Xiaomi Amazfit GTR 3

[Bybit @Bybit_Official]

In technical analysis, the Hanging Man candle is a reversal candlestick pattern that appears at the top of a bullish trend and indicates a price reversal. Most price action traders use this pattern to identify the most reliable point to open a sell trade. https://t.co/4gqXDp0tZ2

[Veni.Vidi.Vici @KotsiosPatsalos]

@Fetch_ai @HMsheikh4 @token2049 $Fet best project EVER!

[Zoltan Soos @zoltansoos]

I hope this is not for @elonmusk -- today in Westlake Village

[Zoltan Soos @zoltansoos]

Better later than ever 😀 https://t.co/jczamqVQmi

[Ferenc Kovacs @ferenckovacs]

@zoltansoos That answer took a while 😅

[Ferenc Kovacs @ferenckovacs]

@zoltansoos That answer took a while 😅

[Zoltan Soos @zoltansoos]

Hi Feri, after playing around with ICOs for a while and getting tired of the scams, finally got serious about crypto. Not soon enough though. Still, enjoying the tech and reaping some rewards. Planning to start an app on one of the defi or nft chains. https://t.co/gQm6gywF0D

[Ferenc Kovacs @ferenckovacs]

@zoltansoos @ODYSSEYPROTOCOL Are you in blockchain?

[Zoltan Soos @zoltansoos]

Thank you professor for presenting this fascinating and somewhat personal story. I wish there would be a better outcome as your final conclusion. https://t.co/VsozgqiMfw

[Mikko Ohtamaa @moo9000]

1/ The evolution and future of cryptocurrencies... or how we ended up with where are today with #Bitcoin, #DeFi and blockchains.

A (long) thread.

👇👇👇

Hold tight, I'll be your ride operator.

[Zoltan Soos @zoltansoos]

@threadreaderapp unroll https://t.co/QzKeiMllAY

[Mikko Ohtamaa @moo9000]

1/ Welcome to #DeFi Wednesday.

Let's talk about how interest-bearing cash on a blockchain is going to revolutionise boring corporate treasury management that concerns every company is is a larger business than all crypto trading in the world.

Enter the thread

👇👇👇

[Mikko Ohtamaa @moo9000]

1/ Welcome to #DeFi Wednesday.

Let's talk about how interest-bearing cash on a blockchain is going to revolutionise boring corporate treasury management that concerns every company is is a larger business than all crypto trading in the world.

Enter the thread

👇👇👇

[Ferenc Kovacs @ferenckovacs]

OMG That was magical. After #morningworkout this view is #awsome I‘ve seen it near… https://t.co/S6L8hUsYIp

[Zoltan Soos @zoltansoos]

@ferenckovacs Blockchain is kind of new to me, although mined at the very early times some coins that are lost forever... Now I stumbled upon a Medium article https://t.co/OkUZ66Ga1N and that is wat you saw :-)

[Zoltan Soos @zoltansoos]

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