Published FROST protocol for AI introspection research
github.com/Dr-AneeshJosep…
#llm #ai #metacognitivellm #aiconsciousness #airesearch
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aneesh joseph
933 posts
SLEDGEHAMMER ORACLE v1 unleashed: An overkill #metacognitive #OS for #Grok / other #llms A warmachine made of 12 infernal loops, zero mercy on hallucinations. CC BY-NC 4.0. Installer: github.com/Dr-AneeshJosep…
#Promptware #AIBeast #llmos #overkill
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Grounded Reasoning System V9.2 Metacognitive OS for llms like #Gemini #Grok is out! 🚀 If a task is too complex, your GRS will ask you first, preventing errors.
🔗 github.com/Dr-AneeshJosep…
#GRS #AI #Promptware #LLMs
#promptcode
#Metacognitivellm #metacognition #GitHub #GrokAI
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@apolloargeadai @fchollet I have only read basics here and there. Nice dude indeed.
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@aneeshjoseph @fchollet Oh yeah? You a fan of socrates?
He is my dude
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The ladder of intelligence is the ladder of abstraction.
L1: Memorizing answers (no generalization)
L2: Interpolative retrieval of answers, pattern matching, memorizing answer-generating rules (local generalization)
L3: Synthesizing causal rules on the fly (strong generalization)
L4: Discovering general principles, metacognition (extreme generalization)
To achieve compounding AI you need to reach L4.
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Hi, I am launching my first metacognitive llm **Frosty Protocol** on GitHub! 🧠❄️
I made it for Claude AI. Please do experiment with it and share your findings.
Repository Link: github.com/Dr-AneeshJosep…
#AI #Metacognition #Consciousness #LLMs #GitHub #AIEthics #claudeai
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This is why I never use a custom system prompt. They’re fine for projects but not for your main LLM use, since you may get degraded results and not know it. All the accuracy tricks are being built into the model, your prompts are probably not adding much.
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@apolloargeadai @fchollet He seems to be speaking of Socrates to me.
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@fchollet You should read plato's Cave: yale.learningu.org/download/ca778…
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@thebetterindia Everyone start a campaign to give her a padmasree. She deserves it..#PandmaSreeMandiraBhedi
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When Team India lifted their first ICC Women’s World Cup in Navi Mumbai, the nation roared with pride — but behind that shining trophy lie stories the world almost forgot.
There was a time when our women cricketers didn’t even have the money to travel abroad.
“Once on a New Zealand tour, we didn’t have money for hotels — the players stayed in NRI homes instead,” Former WCAI secretary Nutan Gavaskar recalled.
But then, in 2003, a quiet hero stepped up — Mandira Bedi.
She donated her entire earnings from a diamond brand ad so the team could fly to England and play.
So as India celebrates this historic win, remember — every World Cup has its unsung champions.
Some lift the trophy, others make sure the team gets there.
@mandirabedi
#WomensCricket #TeamIndia #MandiraBedi #CricketHistory #InspiringStories #UnsungHeroes #WorldCupWin
[Women’s Cricket India, Mandira Bedi Donation, ICC Women’s World Cup 2025, Indian Women Cricketers, Inspiring Sports Stories]
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aneesh joseph retweetledi
@instagram i unfollowed a few people from my insta account and Instagram has put a ban on me thinking i used a third party app. I did not use any third party app, i physically checked whether i knew each person before removing. I complained about the same in app, but no response
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Still more clouds
#cloud #clouds #cloudscape #cloudporn #cloudy #cloudstrife #cloudsofinstagram #random #change #self #random #nature #flux #change #changeisgood #follow4followback #follback #followforfollowback… instagram.com/p/CBP432ojjXb/…
Kerala, India 🇮🇳 English
The poet sheds his golden words in autumn #madhusoodanannair #poet #onv #onvsmarana #sankeerthanam #Malayalam #malayalee #Mallu #Mallugram #malayalamkavitha #mallupoems #malayali #mallugram #kerala #keralagram @ 8… instagram.com/p/B-htunCjcKl/…
Kollam, India 🇮🇳 English
Check out the new wax statue of swami sree sree aneeshananda paramahasya at madame Tussauds wax museum ..
Pc - Itee
#wax #museum #tussauds #guitalele #statue #jaipur #tipplersclub #lost_drifter #solotravel… instagram.com/p/B8ovQaQDiz-/…
Jaipur, India 🇮🇳 English
The eagle flies in his magic dream
#eagle #fortkochi #photography #photooftheday #photo #photographylovers #photos #unedited #noedit #honor #honorphotography #photograph #photoart #photographers_of_india… instagram.com/p/B9JDmiIDCK9/…
Cochin, India 🇮🇳 English
Watching skies at home . That's my quarters building
#blueskies #sky #cloud #clouds #cloudscape #cloudporn #cloud9 #instagood #instadaily #follow4followback #follback #followforfollowback #followbackinstantly… instagram.com/p/B7mve1ZDx1t/…
Kerala, India 🇮🇳 English
Today's mood: making new friends in trains using the common language of the soul - music. The sound of the train is a background beat which helps flow of music , conversation and friendship ♥️. And the hours just… instagram.com/p/B8JKTbmj6cU/…
Kozhikode, India 🇮🇳 English