fractalitty retweeté
fractalitty
6.4K posts

fractalitty retweeté

RESEARCHERS JUST BUILT AN AI MODEL TRAINED ONLY ON TEXT FROM BEFORE 1931
it's called talkie. 13 billion parameters, trained exclusively on text published before december 31, 1930
its worldview is completely frozen in time
the reason this matters: every major AI model today (GPT, claude, gemini, llama) was trained on the modern web.
that makes it almost impossible to tell if these models actually reason or if they just memorized the answers from their training data
talkie breaks that completely because it has never seen any modern information
the crazy part:
talkie can learn to write python code from just a few examples you show it in the prompt. despite having ZERO modern code in its training data.
it's figuring out programming from 19th century mathematics texts. that's ACTUAL reasoning
claude sonnet 4.6 was used as the judge in talkie's reinforcement learning pipeline. claude opus 4.6 generated the synthetic conversations used in fine tuning. a modern AI was used to train a model that's supposed to be frozen in 1930
the team already flagged this as a contamination risk they want to eliminate in future versions
what they're using it to study:
> long range forecasting. how well can a model "predict" the future from a frozen vantage point
> invention. can it develop ideas that didn't exist until after its knowledge cutoff
> LLM identity. what makes a model itself vs what's just patterns absorbed from the web
alec radford built this. the same guy behind GPT, CLIP, and whisper
both models are open source on hugging face.
they're already planning a GPT-3 scale vintage model later this year
an AI that has never seen the modern world can still reason its way to writing code.
THAT alone tells you more about intelligence than any benchmark ever will

English
fractalitty retweeté

But you dont even have a model Flerf!
Ah but yes we do!
An observer-based sky model.
No globe constants, no radius — just angles, timing, and position.
Two layers: what you see, and where it's sourced.
Pure ratios. Pure kinematics.
Decide for yourself which framing is real
Shane St Pierre@AntiDisinfo86
New FE Conceptual Model just dropped Fully Interactive model with fully adjustable date, location, star, sun and moon options No globularity, no globe constants — pure observational geometry. Cosmology overlays, Observer figures etc alanspaceaudits.github.io/conceptual_fla… github.com/AlanSpaceAudit…
English

@RapidResponse47 @POTUS Create a problem, appear as victim, provide solution
English

.@POTUS: It's not a particularly secure building, and I didn't want to say this, but this is why we have to have all of the attributes of what we're planning at the White House. It's drone proof, it's bulletproof glass. That's why Secret Service and the military are demanding it.
English
fractalitty retweeté
fractalitty retweeté

🚨 Anthropic's own team just showed how to actually use Claude Code properly.
30 minutes. free. the person who created Claude Code.
watch the workshop. bookmark it.
worth more than every $500 course you almost bought.
you've been using Claude without knowing 40 of its commands.
Then read the guide below.
Khairallah AL-Awady@eng_khairallah1
English
fractalitty retweeté
fractalitty retweeté

🚨 INSTEAD OF WATCHING NETFLIX TONIGHT.
Spend 1 hour with this.
Obsidian + Claude Code = 24/7 personal operating system.
Works while you sleep.
The people who build this tonight will never work the same way again.
Watch it and Bookmark it now.
CyrilXBT@cyrilXBT
English
fractalitty retweeté


@folaoftech That's kinda fun, but every time he hears "Never gonna give you up", he's Rick-rolling himself.
Why not just write a script to block the spam callers?
English
fractalitty retweeté
fractalitty retweeté

People think learning AI takes months. It doesn't.
I wrote 17 free guides that teach it in hours:
Claude 101: lnkd.in/g75wfW-A
Claude Code: lnkd.in/gsRhsFxT
Claude Skills: lnkd.in/g9MQUC-Z
Nano banana 2: lnkd.in/g76xfVFr
Claude in Excel: lnkd.in/gcGWk35x
Best AI for Search: lnkd.in/gBthW4Qh
1M followers with AI: lnkd.in/g7yEtpCr
Claude for your team: lnkd.in/gafjDp35
No prompt saves you: lnkd.in/erHRYTmt
AI Slides (PPT in 2026): lnkd.in/gzBrbWkM
Set up Claude Cowork: lnkd.in/dxQ87cvk
Claude to sound like you: lnkd.in/eF56s4i8
Claude interactive charts: lnkd.in/gwQi23zx
Claude as your computer: lnkd.in/dSaSqRxw
Claude Cowork + Project: lnkd.in/d8BHqTvV
You're an AI workaholic: lnkd.in/gsqbRZZ9
Setup AI before prompting: lnkd.in/gygfpVyg
___
1. Save this list for later (three dots, top right).
2. Share it with a friend by ♻️ reposting this image

English
fractalitty retweeté

fractalitty retweeté












