Web3 is the next generation of the internet, designed to be decentralized, transparent, and user-owned. Built on blockchain technology, Web3 empowers individual
One thing we're proud of at https://t.co/eCLj0KHPQu is seeing our WER scores continue to improve with every benchmark run.
In several recent evaluation tests, we recorded zero transcription errors on some samples after human verification and review.
That doesn't happen by accident.
It's the result of countless hours from our contributors, annotators, reviewers, and judges who carefully check every submission and transcription.
Quality speech datasets are built one correction at a time.
Huge kudos to everyone contributing behind the scenes. The progress belongs to you. 🙌
Yau dai an gwada hakurina akan wannan token din saida naji kamar nafita.
Da ya karya support level nashi a 75K MC, na tsorata sosai saboda na dauka zai dawo irin 20k haka nan,bayan ya sauko zuwa kusan 44K MC, na lura yafara gina base/consiladation a hankali. Saboda haka ban bari emotions ya rinjaye ni ba, na ci gaba da sa ido,har nayi click na sell button kawai naga yafara consiladation sai na fasa saidawa.
Daga baya na sake kara position ta hanyar DCA a 55K MC. Bayan dan lokaci kuma kasuwa ta bani mamaki sosai, token din nan sai da ya tashi har zuwa kusan 150K MC.
Darasin da na koya daga wannan trade din shi ne:
*Wani lokacin sai ka rufe ido kacire tsoro kake wining awasu trade din.
*Idan token ya breaking support baa rike shi idan ba yafara consiladation ko ya daina sauka ba.
*Present na whales yana taimakawa sosai acikin token musamman idan suna cikin loss sosai.
*Dalilin ganin cewa whales nashi basu fita ba yasaka na cigaba da rikeshi kuma whales din masu kudin gaske sosai.
*Emotional trade yana cutar da trade fiyeda yadda kake tsammani danayi zuciya na fita da shikenan bazaayi wanann move din dani ba.
*Nakan sharing irin wadannan experience din ne saboda ku rika dauka kuna amfani dasu watara same scenario zai iya faruwa daku.
Allah yasa mudace 🤝❣️
Follow me for content like this @breemarh
Privacy Chain.
Blockchains ne da ake yinsu domin samar da sirri ta yadda ake iya hiding wato a boye adadin yawan kudaden da aka tura ko aka ajiye a cikin smart contract, akan boye sender da receiver, wato idan kaje kan block explorer na network din ba zaka gansu ba.
Privacy chain, ana iya samar da wallet address ta musamman ga kowane transaction, meaning; idan zaka tura kudi wa mutane dubu 1,000 toh kowane mutum zai ga wallet address din da aka tura masa ta sha bamban dana sauran mutane. Network din zai samar da wallet address ta daban ga dukkan sabon wallet address da zai tura masa coins ko tokens.
Sannan privacy chain suna iya samar da contract address daban daban ma token daya da aka samar a karkashin su. Wato token daya ne amma a same shi da C.A daban daban kuma ba tare da an dora shi akan wani network na daban ba bayan na farko.
Manyan masu kudi ko manyan traders sunfi amfani da privacy chains domin kada a bibiyi wallet dinsu balle asan adadin kudaden da aka jibge a ciki. Haka kuma don kada a dinga saka su watching address duk lokacin da suka saya ko siyar da wani token. Privacy chain suna bada damar yin haka.
Privacy network su ma distributed ledger system ne, sai suna amfani da cryptographic mechanisms na musamman. Misali;
1. Monero network, wanda yake da XMR token, privacy chain ne, wanda yake iya hiding sender da receiver da kuma amount.
2. Haka ma Zcash network, wanda yake da ZEC token, privacy chain dake amfani da fasahar Zero-knowledge.
3. Da kuma irin su NIGHT network dake kan Cardano network.
Sai dai privacy chain suna fuskantar matsaloli daga regulated markets, ko regulated exchange, domin hukumomin kasashe sukan hana yin amfani da privacy chains domin gudun boye kudaden sata, miyagun kwayoyi da sauran laifuka.
Regulated exchange suna amfani da wasu special software domin tracking dukkan transactions da zasu shiga exchanges dinsu ta hanyar amfani da privacy chains domin fidda kansu idan hukumomin kasashe sun tuhume a yayin binciken wani abu.
(Wannan wani bangare na littafin da nake rubutawa mai suna "The Decentralized Network").
The deeper we go into Hausa dialect benchmarking at Dialectra, the more we realize speech AI for Africa is far more nuanced than most people think.
Kananci doesn’t sound like Sakkwatanci.
Katsinanci behaves differently in real conversations too.
And those differences matter heavily during model evaluation.
Still learning from the datasets every single week.
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SoSoValue Flash: Trump Brinkmanship De-escalates to Lift Sentiment, SpaceX Capital Unlock Triggers Hardware Rebound
💥 Core Catalyst:
The Middle East geopolitical theater experienced a sudden u-turn. Trump initially declared an imminent full-scale strike on Iran and the immediate seizure of Kharg Island, only to abruptly stand down as the framework text was finalized and approved by Iran's senior leadership. Trump expects a formal signing ceremony shortly in Europe, with VP Vance attending. However, Iran noted that "no final decision has been made" yet; while most of the text is settled, Tehran refuses to compromise on its core red lines, and the draft remains under structural review.
🔍 Key Logic Shifts:
1️⃣ Macro & Yields: Trump's abrupt policy pivot (another rapid TACO) triggered a rapid decompression in risk premiums. Brent crude broke below $90 and the 10Y Treasury yield slipped under 4.5%. However, underlying macro signals remain mixed: the May PPI print arrived slightly hot while core PPI undershot, driven by sticky energy services. Concurrently, weekly jobless claims continue to climb, leaving the Fed stuck in a complex stagflationary "weaker jobs + sticky inflation" bottleneck.
2️⃣ Liquidity & SpaceX: The historic SpaceX IPO is materializing with overwhelming demand. Reports indicate the deal is over 4x oversubscribed with a staggering $100B in retail orders alone, forcing the retail allocation to compress slightly above 20%. Crucially, the expiration of this massive subscription capital lock-up has released vast amounts of idle cash back into the financial system, instantly alleviating the secondary market's recent liquidity drain.
3️⃣ Sector Rotation: Seizing on the newly unlocked dry powder, the highly crowded AI hardware clusters (Memory, CPU, and Foundries) spearheaded a broad-based index rebound. With the broader technology sector in a near-term catalyst vacuum following the conclusion of ComputeX, AI is expected to continue its high-altitude consolidation, while attention swings to the Monday launch of over a dozen 2x leveraged long/inverse SpaceX ETFs from ProShares and Direxion. Additionally, the ECB delivered a well-anticipated 25bp rate hike on Thursday.
📊 Trade Setup (SoDEX Assets to Watch):
Core: $USTECH-100 | $CL (Crude) | $XAUT | $BTC
MAG7: $NVDA | $AMZN | $GOOGL | $META | $MSFT | $TSLA | $AAPL
AI Hardware: $SNDK | $MU | $AMD | $INTC | $TSM
SoSoValue Flash: Severe Geopolitical Reignited, CPI Holds Steady, Heavy Capex Warnings Trigger Tech Volatility
💥 Core Catalyst:
The Middle East situation has sharply re-escalated. Dissatisfied with slow talks, Trump threatened to target Iran's power plants and bridges if a deal isn't signed. Following the downing of a U.S. Apache helicopter, the U.S. launched nearly 4 hours of retaliatory airstrikes, claiming Iran's control capability in the strait was eliminated (which Iran denies). In response, Iran issued stern warnings and the Strait of Hormuz has been fully closed. Iran fired dozens of ballistic missiles and drones at 21 key strategic Gulf targets, including a U.S. base in Jordan.
🔍 Key Logic Shifts:
1️⃣ Macro Risks: Trump's hawkish military threats have fundamentally disrupted the market’s prior baseline assumption that he would avoid reopening active hostilities. However, the macro front received some insulation as the May CPI print arrived broadly in line (with core slightly below expectations). Feared second-round effects from oil pass-through, World Cup distortions, and endogenous inflation failed to materialize.
2️⃣ Liquidity Drain: U.S. equities remain locked in a tug-of-war between macro anxiety and secular AI momentum. On the capital front, the ongoing SpaceX IPO continues to absorb significant institutional liquidity. The trading desk notes a broader decline in secondary market depth, which is amplifying short-term volatility across major indices.
3️⃣ Capex Concerns: AI momentum continues to consolidate at elevated levels during a post-ComputeX catalyst vacuum. While Oracle's post-close earnings and guidance matched consensus, its massive $40 billion equity and debt fundraising blueprint for the next fiscal year reignited fierce market anxieties over over-extended capex. Shares plunged 11% after-hours, acting as a direct drag on tech sentiment.
📊 Trade Setup (SoDEX Assets to Watch):
Core: $USTECH-100 | $CL (Crude) | $XAUT | $BTC
MAG7: $NVDA | $AMZN | $GOOGL | $META | $MSFT | $TSLA | $AAPL
AI Hardware: $SNDK | $MU | $AMD | $INTC | $TSM