Deterministic Algorithm - Search Videos

To finish the series: - Deterministic chain-seeded genetic computation.We ran a chain-seeded genetic optimiser for 32 generations and proved every single step in zero-knowledge, then folded all 32 proofs into one. The whole lineage verifies on Kaspa in a single transaction, post-quantum. You can open the tx and check it yourself.What it is: a tiny program, an evolutionary search over a 16-value genome , that mutates and selects for a lower-cost circuit design, seeded by the Kaspa chain. Over 32

To finish the series: - Deterministic chain-seeded genetic computation.We ran a chain-seeded genetic optimiser for 32 generations and proved every single step in zero-knowledge, then folded all 32 proofs into one. The whole lineage verifies on Kaspa in a single transaction, post-quantum. You can open the tx and check it yourself.What it is: a tiny program, an evolutionary search over a 16-value genome , that mutates and selects for a lower-cost circuit design, seeded by the Kaspa chain. Over 32

20.6K views2 weeks ago

This would be even better if Codex could identify steps that are deterministic and offload them to a script using something like the YouTube API then generate and execute the script automatically, reducing unnecessary inference costs on tasks that don’t require reasoning.

This would be even better if Codex could identify steps that are deterministic and offload them to a script using something like the YouTube API then generate and execute the script automatically, reducing unnecessary inference costs on tasks that don’t require reasoning.

4.3M views3 weeks ago

When it comes to perpetual markets, speed is table stakes.Market microstructure is what matters:- Deterministic matching and ordering- Consistent latency- Predictable executionHistorically, those advantages lived outside where users and liquidity already were. We're bringing them to Solana.@OpenBitLab ⛱️

When it comes to perpetual markets, speed is table stakes.Market microstructure is what matters:- Deterministic matching and ordering- Consistent latency- Predictable executionHistorically, those advantages lived outside where users and liquidity already were. We're bringing them to Solana.@OpenBitLab ⛱️

1.3K views3 weeks ago

CC166 - a deterministic MIDI composition derived from CryptoCube #166Sound on 🔉↓

CC166 - a deterministic MIDI composition derived from CryptoCube #166Sound on 🔉↓

1.5K views3 weeks ago

x.comKerim Safa

In BFS you can simulate fluids in multiplayer. Because the simulation is deterministic, there's a bit of performance penalty, but there is still a lot of space to be optimized. The most important thing is that it works and brawling in water is quite a fun!

In BFS you can simulate fluids in multiplayer. Because the simulation is deterministic, there's a bit of performance penalty, but there is still a lot of space to be optimized. The most important thing is that it works and brawling in water is quite a fun!

17.5K views3 weeks ago

x.comMichal Staniszewski

The foundation of any AI strategy is deterministic automation. I've got a job running daily on a VPS that pulls drilling permits from the Texas RRC.The job sends me a message via Telegram to let me know what it found, then loads the permits into my product's DB.Subscribers can fetch data via API and start analyzing / mapping with their software of choice.None of this uses Claude, OpenClaw, etc. It doesn't need it. When I do bring in the LLM to help with analysis, I know that I'm giving it valida

The foundation of any AI strategy is deterministic automation. I've got a job running daily on a VPS that pulls drilling permits from the Texas RRC.The job sends me a message via Telegram to let me know what it found, then loads the permits into my product's DB.Subscribers can fetch data via API and start analyzing / mapping with their software of choice.None of this uses Claude, OpenClaw, etc. It doesn't need it. When I do bring in the LLM to help with analysis, I know that I'm giving it valida

832 views3 weeks ago

x.comKyle Walker

Two AI "SRE" agent (or rather OpenCode + Grafana MCP) runs, Traefik proxy vs Ferron 3Note: runs might not be deterministic, as are AI models👇️ More

Two AI "SRE" agent (or rather OpenCode + Grafana MCP) runs, Traefik proxy vs Ferron 3Note: runs might not be deterministic, as are AI models👇️ More

556 views2 weeks ago

x.comFerron ⚡🦀

→Most cross chain solutions still rely on bridges, wrapping, or custodial assumptions.→@WireNetwork is taking a different approach.→Their Universal Transaction Layer (UTL) enables deterministic cross-chain ownership and execution while assets remain on their native chains.No bridgesNo wrappingNo custody risk>Just trustless coordination across every chain.>What caught my attention most is that Wire Network isn't only building for humans. >it's being designed for the Autonomous AI Economy as well.

10.3K views3 weeks ago

Sub-transaction privacy, deterministic finality, and conditionally executable contracts.Canton's infrastructure took 12 years to build and the network effects compound as institutions bring counterparties with them.@TrenchWeb3 explains.

618 views3 weeks ago

x.comCanton Network

When the computer is not wrong... but that's not how you imagined it. Anyway, a quick peek at the path tracing system (an algorithm is moving the character) - there is a whole lot more stuff to show, I will try to make a compile video in the coming days

17K views2 weeks ago

x.comEricka - CTO of @libiengine

Why GenLayer’s infrastructure is quietly one of the most forkable pieces in crypto right nowMost chains optimize for speed or deterministic execution GenLayer builds something different programmable judgment I’ve been following how it works, and the fork potential is real🧵🪡->@GenLayer -> @RuzgarFlns

269 views3 weeks ago

x.comMasterLillo

AIMock by CopilotKit quietly gets 550,000+ downloads a week.It makes your AI app's tests deterministic. Same input, same output, every run. No real model calls, no flaky CI.LLMs, MCP, A2A, AG-UI streams, vector DBs.One package, one port, zero dependencies.𝚗𝚙𝚖 𝚒𝚗𝚜𝚝𝚊𝚕𝚕 @𝚌𝚘𝚙𝚒𝚕𝚘𝚝𝚔𝚒𝚝/𝚊𝚒𝚖𝚘𝚌𝚔

1.7K views2 weeks ago

x.comCopilotKit🪁

Elon Musk explains his 5-step algorithm for solving any problem:"The most common mistake of smart engineers is to optimize a thing that should not exist.""I have this very basic first principles algorithm that I run as a mantra."Elon breaks it down:Step 1: Question the requirements."Make the requirements less dumb. The requirements are always dumb to some degree, no matter how smart the person who gave you those requirements. You have to start there, because otherwise you could get the perfect a

1.1M views4 weeks ago

I gave a 9-billion-parameter AI a city hall. 🏙️In NEMOCITY you type a building — "a ramen shop by the river" — and a tiny NVIDIA Nemotron reads it, zones a lot, and you watch it rise floor by floor.One shared city. Every visitor builds it. Forever.The twist: the AI never places a single brick. A deterministic engine owns the entire world — the model just speaks. That's how something this small runs a whole town.Rush hour jams the bridge? Ask the AI City Engineer — it reads the real traffic and

189.3K views4 weeks ago

We are seeing unfortunate price hikes due to ai component shortages.Grain DDL (in active development) can generate text using megabytes of RAM instead of hundreds of gigabytes. It doesn't use inference. It uses code generation templates -- you create templates that parametrically define what is generated. Expert driven, deterministic, and responsive over time to the changes in your data schema. No human language re-prompting messiness.It generates results in under a vblank on my $200 refurb thin

2.6K views2 weeks ago

x.comMichael Labbé

Execution is becoming just as important as computation.As AI agents and automated DeFi systems take on more responsibility, they need an environment where transaction outcomes are consistent and predictable.That’s one of the more interesting aspects of @NomismaNetwork. Its deterministic execution model is designed to reduce uncertainty around transaction ordering, creating conditions that are better suited for automated onchain activity.MEV is no longer only a trading problem. It also affects ho

88 views2 weeks ago

This is the singular best tool for youtbers out right now...

13K views2 weeks ago

x.comVexian - Algorithm Alchemist

AI is not replacing jobs. There is a fundamental difference between a collection of tasks & a job.Job = U { Tasks, Judgment, Relationships, Context, Ownership}Few jobs are truly at risk of replacement by AI - these involve more deterministic IO (Input Output) execution e.g. data entry, QA, CS etc.Most jobs are resilient because:(1) Human principals (business owners) always seek to assign responsibility & blame to a human agent.(2) Deals get done not because of outbound spam but because of years

6K views3 weeks ago

x.comRahul Mathur

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