
Así es como en 1927 la Película Metrópolis visualizaba el 2026…
Fidel Orozco @forozco.bsky.social
6.3K posts

@forozco
Interested in Culture, Politics, Programming (Code Generators), Cognitive Sciences and Artificial Intelligence, History, Literature, Comics and new visual arts.

Así es como en 1927 la Película Metrópolis visualizaba el 2026…

Karpathy's LLM Wiki got 5,000 stars in 48 hours. Now someone extended it with the features it was missing. Memory lifecycle. Confidence scoring. Knowledge graphs. Automated hooks. Forgetting curves. It's called LLM Wiki v2. The original pattern was brilliant. AI builds a wiki instead of re-deriving knowledge from scratch every time. But it treated all knowledge as equally valid forever. In practice, that breaks. Here's what v2 adds: → Confidence scoring. Every fact carries a score. How many sources support it. How recently confirmed. Whether anything contradicts it. Knowledge that decays over time. Not everything is equally true forever. → Memory tiers. Working memory for recent observations. Episodic memory for session summaries. Semantic memory for cross-session facts. Procedural memory for workflows. Each tier more compressed and longer-lived. → Knowledge graph. Not flat pages with links. Typed entities with typed relationships. "A caused B, confirmed by 3 sources, confidence 0.9." Graph traversal catches connections keyword search misses. → Hybrid search. BM25 for keywords. Vector search for semantics. Graph traversal for structure. Fused with reciprocal rank fusion. Replaces the index .md file that breaks past 200 pages. → Automated hooks. On new source: auto-ingest. On session end: compress and file. On schedule: lint, consolidate, decay. The bookkeeping that kills wikis is now fully automated. → Forgetting curves. Facts that haven't been accessed or reinforced in months fade. Not deleted. Deprioritized. Architecture decisions decay slowly. Transient bugs decay fast. → Contradiction resolution. AI doesn't only flag contradictions. It resolves them based on source recency, authority, and supporting evidence. Here's the wildest part: The original LLM Wiki was a flat collection of equally-weighted pages. This turns it into a living system with memory that strengthens, weakens, consolidates, and forgets. Like a real brain. "The Memex is finally buildable. Not because we have better documents or better search, but because we have librarians that actually do the work." Built on lessons from agentmemory, a persistent memory engine for AI agents. Extends Karpathy's original. Open Source.


Hagamos memoria; Para los que solo saben repetir “Hezbollah, Hezbollah, Hezbollah”, … Hemeroteca básica, porque a veces conviene recordar las fechas: Hezbollah surge en 1982, tras la invasión israelí del Líbano. Antes de eso, Israel ya había atacado Líbano repetidamente. En 1968, comandos israelíes destruyeron aviones civiles en el aeropuerto de Beirut. En 1978, Israel invadió el sur del Líbano en la Operación Litani; la ONU respondió con la resolución 425 y creó la UNIFIL tras esa invasión. Y en 1982 llegó otra gran invasión israelí, precisamente el contexto del que emerge Hezbollah. Así que sí: Israel bombardeaba y atacaba Líbano antes de que existiera Hezbollah. La hemeroteca está ahí… no sólo cuando conviene.










I am Catholic. This👇is not my Pope.

In unrelated news, here’s a clip of Palantir’s current CEO saying that he fantasizes about using drones to spray Fentanyl-laced urine onto their critics. But I’m sure we have nothing to worry about.

@GeneralMCNews Palantir is there to "disrupt" the market, and "when necessary, intimidate enemies and, on occasion, eliminate them"! Palantir 🗣️ Alex Krap x.com/i/status/20379…

This how Palantir can surveil and kill people…. Palantir has just unleashed its newest AI assassination surveillance system in collaboration with the Dept of War. You are deluded if you don’t think this will be turned against the American people, people of the UK and others.









Ne jamais leur tourner le dos



1982. Líbano. Hamás y Hezbolá no existían. Israel hacía lo mismo que hace hoy en día.

Israel must be stopped‼️

Please share this message. There are 100,000s of Jews who are against the Zionist State of Israel and Zionism. Anti-Zionism is not antisemitism. Criticizing Israel is not antisemitism. Zionism is not Judaism, and Israel does not represent the Jewish people.

This is all about understanding boundaries and Israel has never understood boundaries because they believe they have none. This is not about attacking Israel, it’s about simple geopolitical truth. They are hungry for power and that results in expansionism. No US president until Trump has allowed them off the leash, but that’s all changed. We are witnessing a tech tonic shift in Middle East Power Dynamics and it’s being funded by U.S. taxpayers while 37 million Americans are living below the poverty line. It’s time to wake up. Take a listen to Robert Fisk explain. 🎥 TikTok - vm.tiktok.com/ZNRC1jRPm/


Hyperreality Trailer 2. Made entirely with @grok @imagine. 30m short releasing soon. Analytics show that 100% of viewers made it past the 00:00 second mark of Trailer 1. So here's 5 additional minutes. Patreon if interested: Screen credits, project files, and discord access.

