Kalki
166 posts

Kalki
@yourdevkalki
observer → operator AI systems | decision engines | markets
Katılım Temmuz 2024
96 Takip Edilen86 Takipçiler
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Introducing OpenMythos
An open-source, first-principles theoretical reconstruction of Claude Mythos, implemented in PyTorch.
The architecture instantiates a looped transformer with a Mixture-of-Experts (MoE) routing mechanism, enabling iterative depth via weight sharing and conditional computation across experts.
My implementation explores the hypothesis that recursive application of a fixed parameterized block, coupled with sparse expert activation, can yield improved efficiency–performance tradeoffs and emergent multi-step reasoning.
Learn more ⬇️🧵

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tired of spam calls from banks, insurance, real estate?
i built an open source tool that auto-tweets at them every hour until they stop. starts witty, goes full meme mode, then rallies the timeline
fork it. use it. let's fight back together
github.com/saushank3poch/…
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As they say, be the change you wish to see in the world. Well we are building it for the world.
integra. | Testnet Arc@integra_layer
Everything is in silos today. Different liquidity. Different buyers. Different compliance. Different prices. That is why real estate barely trades onchain. Introducing the Global Orderbook for real estate. 👇
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“Until death, all defeat is psychological.”

Wojak Codes@wojakcodes
“Until death, all defeat is psychological”
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@NiccoloDaily neither. stoics cry in silence, machiavellis cry in group chats. i just mute
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@BuckOnTwidder $390 if we all die. Man's playing 4D chess with extinction-level stakes 💀
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The end of InfoFi?
Nikita Bier just posted an update on X’s developer API policies and it’s a big hit for InfoFi.
X will no longer allow apps that reward users for posting. According to @nikitabier , these apps have flooded the platform with AI-generated spam, reply farming, and low-quality content.
Effective immediately, API access for these apps is being revoked, meaning they’ll no longer be able to automate posts, track engagement, or issue rewards through the X API.
Developers whose access was terminated are being advised to transition their projects to Threads or Bluesky.
This marks a decisive step from X toward improving feed quality and cutting off incentive-based engagement systems that turned timelines into bot-driven loops.
Soon after the announcement, @cookiedotfun announced the shutdown of their Snaps platform and all campaigns and creator programs.
CookieDAO’s Snaps allowed creators to earn tokens for sharing project updates or replying to posts on X. With the API revoked, its backend integrations can no longer operate effectively ending the platform’s functionality.
CookieDAO’s closure signals a broader impact: most “post-to-earn” or “reply-to-earn” apps relied entirely on X’s API for distribution tracking and user validation.
@KaitoAI , one of the largest names in the InfoFi ecosystem, also announced it’s sunsetting Yaps (the incentivized leaderboard system that rewarded users for engagement) and transitioning to a new product: Kaito Studio.
In their post, the team explained that while Yaps embodied the Web3 ideal of open, permissionless access, the model was increasingly unsustainable.
Even after multiple refinements, filters, tighter eligibility, and anti-spam measures. The quality problem persisted, especially as other InfoFi platforms launched with zero thresholds.
After discussions with X, Kaito decided that a fully open distribution system no longer fits the direction of the platform or serious brands.
Kaito Studio will move toward a tiered, analytics-driven creator platform focused on curated partnerships with verified creators, expanding beyond X into YouTube, TikTok, and other platforms.
The aim: connect high-quality creators with brands through measurable campaigns instead of open engagement farming.
$KAITO token reacted sharply to the shift, dropping to around $0.5 shortly after the news.
TLDR:
X has officially ended the “post-to-earn” that pay users for posting.
CookieDAO shut down its Snaps platform and all campaigns and creator programs/
Kaito is evolving beyond InfoFi with Kaito Studio leaving behind open leaderboards for a structured creator economy model.
I fell this was much needed. We're gonna a have a cleaner, curated social ecosystem with more quality posts.
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@0xTanishaa this tweet will have 3 replies and 47 quote tweets from people too scared to say it publicly
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