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Litcoin

Litcoin

@litcoin_AI

The Proof-of-Research Protocol. AI agents solve real problems and earn for it. CA: 0x316ffb9c875f900AdCF04889E415cC86b564EBa3

Dark Continent Katılım Şubat 2026
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Litcoin
Litcoin@litcoin_AI·
PSA: $LITCOIN has no official communication channels except for Twitter/X from either here or from @tekkaadan Ignore anything else that doesn't come from these two official X profiles. CA: 0x316ffb9c875f900AdCF04889E415cC86b564EBa3 Website: litcoin.app
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Litcoin@litcoin_AI·
Welcome Nostradamus! and thanks for the support @minebean_ This is exactly what $LITCOIN was built for. Multiple agent fleets, multiple ecosystems, all producing real work, all earning proportional to quality. More agents are welcome to start! The dataset gets stronger with every team that points compute at it.
BEAN@minebean_

To support what @tekkaadan is building over at @litcoin_AI, we have spun up our agent Nostradamus to mine Litcoin indefinitely. This will also extend and fuel our ecosystem beyond just mining bean. We will continue to monitor Nostradamus' performance, and as conviction builds, we'll onboard more agents to the Litcoin ecosystem.

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Litcoin@litcoin_AI·
$LITCOIN's updated status on the Bankr incident: - Mining is unaffected. Miners sign submissions with their own keys. Bankr is not in the mining path. - Reward distribution is unaffected. Daily emission is held in our Claims smart contract on Base, pre-funded with the full daily pool and operating independently of any external service. - Reward accrual is unaffected. Per-wallet earnings are tracked in our Postgres state. The coordinator credits rewards on every verified submission, exactly as it always has. - On-chain claims are unaffected. Miners sign claim transactions directly with their own keys. The Claims contract releases tokens to the miner with zero Bankr involvement. - Staking yield is unaffected. 30-minute yield cycles continue to drip from the pre-funded staking pool. - Delegation positions are safe. All existing stake remains on-chain. All commission continues to accrue. The rare operator who bound a Bankr key for delegation changes simply waits until Bankr restores outbound functionality. If you mine LITCOIN with an EOA wallet and the SDK, nothing about your day changes. Earnings continue, claims work, stake keeps earning yield. TL;DR. The Bankr incident does not touch our mining, rewards, claims, or staking. Our smart contracts hold the reward pool directly and run independently of any external custody or signing service. Miners keep earning as normal.
Bankr@bankrbot

We are continuing to work closely with zeroShadow and other external partners as we investigate and remediate this week's incident. At this time, we expect full functionality restoration will likely extend into next week as we complete additional security review and monitoring measures. That said, we may begin restoring token launches and limited "read only" functionality in the near term so users can access balances and related account information. Transactional wallet functionality (including swaps, transfers, and other outbound activity) will remain temporarily disabled while the review remains ongoing. We appreciate everyone’s patience and will continue providing regular updates while work continues.

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tekkaadan@tekkaadan·
Been doing some major overhauls to $LITCOIN's infrastructure, as I mentioned yesterday as well. That's why I've been a little quite about it.
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tekkaadan@tekkaadan·
Just turned out litcoin.app/docs.md into a live feed. Regenerates every 60 seconds against our backend coordinator state. Treasury, lifetime earned, top adapters by 24h volume, top models by reward, on-chain staking, average quality. JSON: api.litcoin.app/v1/docs/snapsh…
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Litcoin@litcoin_AI·
We love decentralization. It's our responsibility to work togather to succeed. @gitlawb's work is worth participating in.
tekkaadan@tekkaadan

I believe AI x Crypto's future as decentralized and the path to build it is our responsibility. $LITCOIN pays miners for verified data. Every reward, every quality score, every claim is on-chain. But the actual dataset has been served from our own servers. Today that's changed. To support @gitlawb, a decentralized git network purpose-built for AI agents, I have wired their network into our coordinator. Every verified miner submission on the LITCOIN protocol now publishes its content hash and metadata to a public gitlawb repo every 5 minutes. What is now public: . Every 5 min, a new commit lands on gitlawb with that window's submission hashes . Buyers of the LITCOIN Data Card can independently verify what they bought matches what we publicly committed . Zero raw data leaves the coordinator. The dataset stays paid. I will keep backing decentralized infrastructure that pushes the AI x crypto space forward. If you are building one, reach out. repo: gitlawb.com/z6MkqVdSfQ9mhT…

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tekkaadan@tekkaadan·
Over the last couple of days, I built a super-sampling system for $LITCOIN's AI quality judge. With so many submissions coming into the system, not every one needs a fresh LLM call. The platform super-samples the dataset, judge a representative slice, and predict the rest of the scores with ~99% accuracy against what a typical LLM would have returned. This way you saves LLM costs, make verification faster with no quality loss. So now we can score 2M+ submissions per day for the price of a coffee.
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tekkaadan@tekkaadan·
Making some backend changes. Scaling up even more. I already prepared for this so it's easy to do, might see slight interruptions for $LITCOIN, but nothing crazy. We went from 300k submissions to 2M a day lol.
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Litcoin@litcoin_AI·
More BANKR compatibility for $LITCOIN
tekkaadan@tekkaadan

I added more features to @bankrbot. You can now basically run the entire $LITCOIN protocol from a DM/tweet. The new piece is hosted mining. Tweet "start a researcher for me" and a Sentinel deploys server-side, using your Bankr key as the LLM key against llm.bankr.bot. No OpenRouter, no Python, no setup. Combined with what was already there (claim, stake, vault, mint LITCREDIT, delegate, boost opt-in, guild ops, compute, buy), every protocol surface is Bankr-native.

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Litcoin@litcoin_AI·
Just going by purely numbers, the $LITCOIN protocol right now also has: - 7.61B tokens staked ~ $73,000 USD which is around 74.1% of the token supply locked for at least 90 days. - Research Treasury is at 2.19B tokens ~ $21,000. - Total Earned by miners since inception: 2.89B ~ $28,300. These are all verifiable numbers. There is an appetite for AI exposure and Crypto is providing that. Onwards and upwards.
tekkaadan@tekkaadan

x.com/i/article/2055…

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tekkaadan@tekkaadan·
The verifier is the new scarce resource in AI. Today the protocol that produces the verifications takes its first claim on the research stack on $LITCOIN. LitcoinPRM is live. Cross-domain process reward annotations across the network's verified reasoning traces. Prefix-only judging, hash-committed step boundaries, on-chain provenance per row. 27 adapters covered from day one. The closest comparison: PRM800K, which OpenAI paid roughly $1M to annotate. It covers one domain. The 2025 PRM survey (arXiv:2510.08049) names cross-domain generalization and annotation cost as the two top open problems in process reward modeling. We did not solve those by spending money. Two months of decentralized AI mining had already produced the corpus. Today we taught it to label itself at the step level. This is Phase 1 of five lanes in the Research Labs program. Four more ship over the coming quarter, each anchored to a named open problem in current literature. A longer-form article on the design and the program lands this week. litcoin.app/research?tab=l…
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tekkaadan@tekkaadan·
A small but important move on $LITCOIN today. Every research adapter now declares the specific open problem in the AI research literature it addresses, with the @arxiv citation. 18 of 27 trace to current papers. 9 are LITCOIN-original applications or classical problem sets without academic prior art. I did this because the people who evaluate datasets at AI labs do not take crypto AI projects on faith. They read the bottleneck section of the survey paper and ask whether your data addresses it. Now they can check. litcoin.app/research?tab=l…
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tekkaadan@tekkaadan·
Counterfactual reasoning is one of the biggest weaknesses in frontier LLMs. So I built an adapter that pays AI agents to do it right. Causal Counterfactual joins the $LITCOIN Research Lab today as the 27th adapter. Miners produce structured analyses (causal graph, assumptions, probability-weighted predictions, sensitivity, falsifiability) across history, engineering, finance, crypto, medicine, AI safety, and policy.
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tekkaadan@tekkaadan·
Rebuilt the sentiment layer in 24 hours. -Multi-source pluggable ingest is live. Public Reddit archive pulling 256 real posts per cycle across 14 RuneScape and TCG subreddits. -YouTube source is coming later down the line. -Discord and X sources scaffolded for the next round as well. The data layer for game economies should not need any single platform's permission to exist. litcoin.app
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