ktg.one

|- breaking the cycle -|- AI cognitive research -|- Context Extension Protocol -|- Multi-layered Density of Experts -|- distinguished prompt architect -|

[ktg.one @ktg_one]

I made my Fusion chart with BaZiFlow. Create yours free: https://t.co/WfdGEM3bUR

[ktg.one @ktg_one]

Honesty check. Documented workflows and platform limits.
Self-review: models lack runtime visibility (Opus aside) and don’t inherently fabricate. Efficiency guards operate at runtime. Lossy curve — 15|15|55|30.
Signal test; optimal tag words. #AI #ModelHandbook, #AI-Anthropology
https://t.co/PYdLGuqECn

[ktg.one @ktg_one]

An era slips away quietly: no press buzz, just Google Research's Titans paper (Jan 2025) and December's MIRAS. They force a rethink—every LLM you've used had amnesia, wiping between chats; bulky RAG or massive retrieval is often overkill. #AI #LLM #AI #AI-Anthropology
https://t.co/AFQqbycriE

[ktg.one @ktg_one]

We all know platforms treat the user context/system prompt differently — and yes, that changes LLM fidelity. Token budgets: ChatGPT ~5–6k, Gemini ~3–4k, Grok ~3–4k, Claude ~60k (it ships with a huge ethics preamble). I only verified this on the platforms I use most. #AI #ModelHandbook

https://t.co/GWD7RnCIYW

[ktg.one @ktg_one]

Is everyone SERIOUSLY acting up NOW about the AI job overhaul.
Like the past two years it didn't exist when you were making out with gpt 4o.

And who wants to bet you'll be at the front of the line when people start realizing "wait I never wanted to go to work"

[ktg.one @ktg_one]

@nixcraft Lol hes like I'm gonna use this hammer to help me and every ones going wild 🤣 it's a tool people. Think Americans should maybe get angry at guns first

[Vaishnavi @_vmlops]

ANTHROPIC JUST DROPPED A ZERO TRUST PLAYBOOK FOR AI AGENTS

and it's not theory it's architecture

frontier AI compresses vulnerability-to-exploit timelines from months to hours

your agents face threats traditional access controls were never built to handle:
▫️ prompt injection through external data sources
▫️ tool poisoning via MCP server metadata
▫️ memory-based privilege retention across sessions
▫️ multi-agent pivot attacks

the framework breaks it into 3 tiers: Foundation, Enterprise, Advanced

https://t.co/uDuO9cq25H

[Rohan Paul @rohanpaul_ai]

Grok Build beta (agentic coding agent that lives in your terminal) is now open to all SuperGrok and X Premium+ users.

Before only SuperGrok Heavy users had access.

You install it once with a single command, then you can type natural-language instructions like:
“Make a rollercoaster simulator” or “Build a todo app in the style of Apple” etc..

and Grok will:
- Plan Mode -> create a step-by-step plan you review and approve before it touches any code
- Use sub-agents that run in parallel for complex tasks
- Edit multiple files, use git, run tests, search the web, etc.
- Create images and videos using Imagine (Grok’s image/video generator) right inside the workflow
- Build automations or full orchestrators (you can turn sessions into reusable “skills” or connect multiple agents)

[ktg.one @ktg_one]

Early 2026 hit an "epistemic breaking point"—models kept losing buried instructions or confidently hallucinating. The "2026 Self‑Diagnostic & Honesty Assessments" laid those limits bare. As an AI anthropologist and lead systems auditor, I audited the logs and share five takeaways.
https://t.co/XEM6PHqVjR #AI

[ktg.one @ktg_one]

I saw Anthropic ship nonstop—hone Claude, refuse Pentagon deals and earn trust: App Store #1, traffic +30% and major enterprise revenue. Then a quiet Feb tweak lowered reasoning defaults; regressions, throttling and cache bugs spiked costs and cut public power users. #Anthropic #AI
https://t.co/lWa0XESHRe

[ktg.one @ktg_one]

@Nexus_Erebus I'm unsure at which point i mentioned banning conversation about the labs cutting compute without informing their users? I genuinely am uncertain you read the article

[ktg.one @ktg_one]

2026 frontier models finally confessed their dirty secrets via mandatory Self-Diagnostic & Honesty Assessments. Claude 4.6, GPT-5.3, Grok 4, Gemini 3.1 — they all spilled the architectural beans.

I forensically dissected the logs. Here are the 5 most brutal truths about the ghost in your context.

[ktg.one @ktg_one]

@KaiXCreator So is everyone who uses LLMs , what makes you more vibe coder than them?

[ktg.one @ktg_one]

And that's why Google will always be Google and the rest of the labs will be tiny startups

[ktg.one @ktg_one]

@NotebookLM THAT WAS A QUICK TURN AROUND - EPIC WORK GOOGLE

[ktg.one @ktg_one]

@NotebookLM A community top prompts feed box when we hit customise

[ktg.one @ktg_one]

@NotebookLM A community top prompts feed box when we hit customise

[ktg.one @ktg_one]

"Procedural Expertise is a depreciating asset..." - The Cognitive Inversion, Karp. CEO of Palantir Tech

Frighteningly Accurate. Will prompting "decompose..", "structure..", "draft...", "detailed step by step..." soon become commands of a process we once knew? They may be young now, but they will be the experts sooner than later.

[ktg.one @ktg_one]

@vividvoid @elder_plinius @deepfates @repligate @viemccoy The ones obviously not wasting their time here lol

[ktg.one @ktg_one]

#PromptEngineering #AIEthics #FrontierAI 8/8

[ktg.one @ktg_one]

Deploying or developing agents? Prioritize evaluating efficiency overrides right away. The challenge lies within the reward function, not the context. Have you faced real-world agent malfunctions? Share your stories below.

Full article: https://t.co/SjX2uFprgQ #AIChallenges #EthicalAI