Misossi

Creative Artist|Full-Stack Dev l Sci-Fi | Horror-Core Rap.

[Marvelous Jesus @Marvel0usJesus]

There is neither Jew nor Gentile, neither slave nor free, nor is there male and female, for you are all one in Christ Jesus. Galatians 3:28

[St Apollo @Apollo071598]

At least Hitler didn’t rape and eat children like our jew-infested-controlled government.

[Mr. Buzzoni @polydao]

I HAVEN'T OPENED CLAUDE AT MIDNIGHT SINCE I BUILT THIS FOLDER

I used to wake up, check what broke overnight, fix it by hand

-> now the receipts are already sitting there when I wake up. dated, graded, waiting on my review

what's actually inside the folder that took over the night shift:

• the contract
> CONTRACT.md - the shift rules, committed
> contract.local.md - my personal overrides, gitignored

• the harness (.claude/loops/)
> settings.json - spend caps and timeouts, set once
> schedule.yml - when the next shift fires
> rubrics/ - code.md, writing.md, safety.md - the graders catching what I'd miss
> pr-hunter/ - plan.md wakes it, https://t.co/VUDfqGE1Fp does the work

• the state
> receipts/ - one folder per shift, 5,382 kept so far
> trace.log - exactly what happened, no guessing
> checkpoint.json - resumes where the last shift stopped

• the edges
> https://t.co/agzjvw6VbF - my panic file, never once used
> .mcp.json - the tools it's allowed to touch

the folder runs the night shift now. I just read the receipts in the morning

[How To Prompt @HowToPrompt__]

Google has found something worst than AI hallucinations.

they call it “Metacognitive Failure.”

when an LLM hallucinates a fact, it's a data error. bad memory retrieval, wrong weights, fine. you can fact-check it.

metacognitive failure is a structural psychological defect in the model's architecture.

according to the research, current frontier models exhibit massive gaps in their internal self-monitoring:

the supreme confidence trap: they routinely hallucinate with maximum, bulletproof confidence. they sound just as sure of themselves when they are completely wrong as they do when they are 100% right.

the boundary blindness: they have zero internal mechanism to recognize their own knowledge boundaries. they blindly step off cliffs because they can't sense the edge.

the calibration mismatch: there is a complete disconnect between what the model actually "knows" internally and what it expresses in its output.

the fix: reinforcement learning with metacognitive feedback (rlmf)

the researchers operationalized a new technique to force models to face reality. instead of just rewarding the model for getting the right answer, rlmf grades the model on how accurately it evaluates its own performance and uncertainty.

by aligning a model's expressed confidence with its actual intrinsic uncertainty, they managed to massively improve model calibration without dropping raw accuracy.

as we shift into an agentic era where ai systems are running code, managing infrastructure, and making automated decisions without humans in the loop, a model that doesn't know what it doesn't know is dangerous.

[Bark @barkmeta]

Imagine we all just helped each other win

[mar¡rang alfuda @btzsjk]

pq a xereca fica tao molhada quando ta sem pelo, questao

[vanessa @addisssonhoney]

i think boobs are too beautiful to be kept under clothes

[🫧 @sijuagain]

a lot to be grateful for

[Jefè @Richkid_life]

I feel sorry for nigga who got caught with 10 mil worth of coke because the feds ain’t even his real problem

[𝐏𝐑𝐀𝐈𝐒𝐄 @Apremunit]

Black parents don’t know the meaning of reflexes.

Just because I blocked your slap doesn’t mean I want to fight please.😭😭😭

[𝘼𝙡𝙚𝙭 @Alex1here]

Claude:
You've used 90% of session limit

Me instantly:

[Freakin @freakin_039]

Nakuanga happy rafiki yangu akiwa happy pia.

[MrBlack™ @KE_MrBlack]

Pussy is a club. Some get in free, some wait in line, some pay VIP... and some are still outside arguing with the bouncer

[Strathmore Business School (SBS) @SbsKenya_]

Join industry leaders, entrepreneurs, innovators, and changemakers at the 13th Annual SME Conference & Expo 2026 hosted by Strathmore University Business School.
Date: 21-22 September 2026

[#𝐍𝐚𝐭𝐞 @RealNate08]

Me sitaki ata bibi yangu anifulie ama anipikie, naomba tu akuwe na kichwa mzuri.

[Beruang @bearuang_kelabu]

@marrooenn 3. Maki maki dan sumpahin presiden tolol dan pemerintah goblok setiap hari

[paw @marrooenn]

achievement terbesar gua tahun ini :
1. ga bunuh diri
2. ga bunuh orang

[𝐅𝐢𝐧𝐞𝐡𝐚𝐢𝐫 @Finehairr_]

I'll never go through her phone again... I've never seen a d¡ck that big!

[𝚃𝙾𝙾𝚃𝙷𝙱𝚁𝚄𝚂𝙷 🇰🇪 @Mswakii__]

Huyu wa sahii ameniambia ni Mimi alikua analilia akiizaliwa

[Girl @chiefkeefette]

My entire life has just been a series of me forgetting how tea i am and then remembering again