IBOV 175,653.63 ▼ 0.52% IPSA 10,879.65 ▼ 0.77% IPC MEX 67,304.62 ▲ 0.18% MERVAL 3,256,362 — 0.00% COLCAP 2,301.24 ▲ 0.80% BVL PERÚ 57,237.60 — — USD/BRL5.12▼ 0.02% USD/MXN17.48▲ 0.31% USD/CLP935.42▲ 0.49% USD/COP3,203▼ 0.05% USD/PEN3.39▼ 0.34% USD/ARS1,497▼ 0.18% USD/UYU40.21▲ 1.46% USD/PYG5,987▲ 0.90% USD/BOB11.70▲ 5.59% USD/DOP58.01▲ 0.02% USD/CRC449.99▲ 1.61% USD/GTQ7.62▲ 2.26% USD/HNL26.76▲ 0.79% USD/NIO36.62▲ 0.31% USD/VES742.37▲ 0.07% USD/PAB1.00— 0.00% USD/BZD2.00— 0.00% USD/JMD157.29▲ 0.41% USD/TTD6.75▲ 1.28% EUR/BRL5.83▲ 0.16% BRENT 89.76 ▲ 6.74% WTI 84.53 ▲ 6.65% IRON ORE 161.91 — — COPPER 6.31 ▼ 0.22% GOLD 4,058 ▲ 0.53% SILVER 57.14 ▼ 0.27% SOY 1,198 ▼ 1.18% CORN 474.25 ▲ 3.44% WHEAT 664.25 ▲ 0.26% COFFEE 329.15 ▼ 3.02% SUGAR 14.67 ▲ 0.82% ORANGE JUICE 136.80 ▼ 0.04% COTTON 79.89 ▲ 0.86% COCOA 5,242 ▲ 0.79% BEEF 223.98 ▼ 1.54% CATTLE 339.15 ▼ 1.14% LITHIUM 66.87 ▼ 0.13% PETR4 42.08 ▲ 2.11% VALE3 75.16 ▼ 0.70% ITUB4 42.18 ▼ 1.59% BBDC4 18.46 ▼ 1.65% ABEV3 16.18 ▲ 0.50% BBAS3 20.76 ▼ 0.34% B3SA3 15.57 ▼ 2.69% WEGE3 46.24 ▼ 0.99% PRIO3 58.19 ▲ 2.50% SUZB3 42.78 ▼ 0.74% RENT3 37.48 ▼ 2.32% AZZA3 16.72 ▼ 2.51% CSAN3 3.95 ▼ 1.25% RAIZ4 0.28 ▲ 3.70% PCAR3 2.70 ▼ 1.46% GMAT3 3.91 ▼ 0.26% PSSA3 54.34 ▼ 1.04% CVCB3 1.29 ▼ 2.27% POSI3 3.55 ▼ 1.39% SLCE3 13.22 ▲ 0.46% NATU3 8.27 ▼ 0.84% BRKM5 6.01 ▲ 0.84% RANI3 8.08 ▼ 0.62% CSNA3 5.40 ▼ 4.26% CMIN3 5.88 ▼ 1.34% USIM5 8.39 ▼ 3.45% GGBR4 24.90 ▼ 0.95% ENEV3 26.26 ▲ 1.59% CPFE3 45.50 ▼ 1.00% CMIG4 11.17 ▼ 0.18% EQTL3 38.33 ▼ 1.29% LREN3 13.37 ▼ 3.81% VIVT3 33.10 ▼ 2.16% RAIL3 14.04 ▼ 0.28% KLABIN 18.00 ▼ 0.22% RAIA DROGASIL 17.80 ▼ 2.20% RDOR3 33.63 ▼ 2.01% HAPV3 10.52 ▼ 0.75% FLRY3 16.94 ▼ 0.70% SMTO3 14.30 — 0.00% UGPA3 32.46 ▲ 0.03% VBBR3 35.30 ▲ 0.48% BBSE3 41.17 ▼ 0.10% BPAC11 55.15 ▼ 1.24% CURY3 29.44 ▼ 2.19% AERI3 2.09 — 0.00% VIVARA 22.55 ▼ 0.27% COMPASS 24.90 ▼ 1.27% VAMOS 3.28 ▼ 1.50% SANB11 26.10 ▼ 5.67% ASAI3 8.37 ▲ 1.58% SBSP3 27.85 ▼ 1.49% WALMEX 49.03 ▲ 0.53% GMEXICO 208.54 ▼ 0.66% FEMSA 219.29 ▼ 1.63% CEMEX 20.79 ▼ 0.76% GFNORTE 196.70 ▼ 1.47% BIMBO 59.71 ▼ 0.32% TELEVISA 9.99 ▲ 1.63% AMX 22.23 ▼ 1.20% GAP 383.09 ▲ 1.42% ASUR 272.76 ▲ 0.58% OMA 236.80 ▲ 0.79% KOF 190.25 ▲ 0.23% GRUMA 265.39 ▼ 0.95% KIMBER 40.56 ▼ 0.25% SQM-B 63,301 ▲ 1.28% COPEC 6,348 ▲ 0.76% BSANTANDER 78.76 ▼ 0.46% FALABELLA 6,135 ▲ 0.56% ENELAM 85.80 ▼ 0.10% CENCOSUD 1,906 ▲ 0.32% CMPC 1,050 ▲ 1.41% BANCO CHILE 187.54 ▼ 0.83% LATAM AIR 24.36 ▼ 2.56% YPF 80,975 ▲ 1.82% GGAL 7,725 ▼ 1.66% PAMPA 5,465 ▲ 0.28% TXAR 664.00 ▼ 0.75% ALUAR 989.50 ▲ 0.15% TGS 9,560 ▲ 1.00% CEPU 2,337 ▲ 0.09% MIRGOR 16,525 — 0.00% COME 42.30 ▼ 0.52% LOMA NEGRA 3,618 ▼ 0.75% BYMA 300.50 ▲ 0.08% TELECOM ARG 4,338 ▲ 0.06% ECOPETROL 16.27 ▲ 2.78% BANCOLOMBIA 89.29 ▲ 0.25% GRUPO AVAL 4.91 ▲ 0.59% CREDICORP 383.51 ▼ 1.40% SOUTHERN COPPER 175.91 ▼ 1.70% BUENAVENTURA 29.66 ▼ 2.37% MERCADOLIBRE 1,862 ▼ 0.01% NUBANK 14.36 ▼ 2.18% XP 16.45 ▼ 2.11% PAGSEGURO 9.70 ▲ 0.88% STONE 11.12 ▼ 0.36% GLOBANT 36.39 ▲ 3.65% TECNOGLASS 46.03 ▼ 2.53% GAP AIRPORT 219.64 ▲ 0.98% ASUR 272.76 ▲ 0.58% OMA AIRPORT 108.34 ▲ 0.06% AMX ADR 25.38 ▼ 1.28% FEMSA ADR 123.92 ▼ 2.99% CEMEX ADR 11.85 ▼ 1.29% PETROBRAS ADR 18.64 ▲ 3.15% VALE ADR 14.66 ▼ 0.31% ITAU ADR 8.23 ▼ 1.02% SANTANDER BR 5.21 ▼ 5.02% AMBEV ADR 3.12 ▼ 0.32% CSN 1.07 ▼ 3.18% GERDAU 4.91 ▼ 0.91% LATAM ADR 52.12 ▼ 2.63% BTC 64,213 ▲ 0.53% ETH 1,895 ▼ 1.28% SOL 73.30 ▼ 0.54% XRP 1.07 ▲ 0.22% BNB 567.76 ▼ 0.48% ADA 0.16 ▲ 0.94% DOGE 0.07 ▼ 0.79% AVAX 6.38 ▼ 2.81% LINK 8.28 ▼ 1.67% DOT 0.76 ▼ 0.51% LTC 45.07 ▼ 2.31% BCH 209.88 ▼ 1.95% TRX 0.33 ▲ 0.56% XLM 0.17 ▼ 0.65% HBAR 0.07 ▼ 0.80% NEAR 1.59 ▼ 3.78% ATOM 1.28 ▼ 1.50% AAVE 98.46 ▼ 2.25% SELIC 14.25% EMBRAER 86.25 ▼ 2.94% EMBRAER ADR 67.53 ▼ 2.26% JBS 13.86 ▼ 0.50% JBS BDR 70.73 ▲ 0.23% MBRF3 16.55 ▲ 1.53% MBRFY 3.24 ▲ 2.86% INTER 5.49 ▼ 1.79% EGX 53,627 ▼ 0.19% USD/ZAR16.76▲ 0.38% USD/NGN1,363▼ 0.17% NIKKEI 61,434 ▼ 1.49% CSI300 4,600 ▲ 0.67% HSI 25,808 ▲ 1.96% NIFTY 24,250 ▲ 1.10% KOSPI 5,663 ▼ 5.98% JCI 6,091 ▼ 0.64% USD/JPY163.76▼ 0.05% USD/CNY6.76▼ 0.22% DAX 25,492 ▲ 0.11% CAC 8,395 ▼ 0.75% FTSE 10,900 ▲ 0.27% MIB 51,645 ▼ 0.10% IBEX 19,467 ▼ 1.32% STOXX 645.88 ▼ 0.16% EUR/USD1.14▲ 0.08% GBP/USD 1.3293 — 0.00% SPX 7,402 ▼ 0.36% DJI 52,139 ▼ 1.15% NDX 27,609 ▼ 0.56% RUT 2,950 ▼ 0.14% TSX 35,497 ▼ 0.71% VIX 18.74 ▲ 2.91% USD/CAD1.41▼ 0.20% US10Y 4.6270 ▲ 0.50% IBOV 175,653.63 ▼ 0.52% IPSA 10,879.65 ▼ 0.77% IPC MEX 67,304.62 ▲ 0.18% MERVAL 3,256,362 — 0.00% COLCAP 2,301.24 ▲ 0.80% BVL PERÚ 57,237.60 — — USD/BRL 5.12 ▼ 0.02% USD/MXN 17.48 ▲ 0.31% USD/CLP 935.07 ▲ 0.45% USD/COP 3,203 ▼ 0.05% USD/PEN 3.39 ▼ 0.34% USD/ARS 1,497 ▼ 0.18% USD/UYU 40.21 ▲ 1.46% USD/PYG 5,987 ▲ 0.90% USD/BOB 11.70 ▲ 5.59% USD/DOP 58.01 ▲ 0.02% USD/CRC 449.99 ▲ 1.61% USD/GTQ 7.62 ▲ 2.26% USD/HNL 26.76 ▲ 0.79% USD/NIO 36.62 ▲ 0.31% USD/VES 742.37 ▲ 0.07% USD/PAB 1.00 — 0.00% USD/BZD 2.00 — 0.00% USD/JMD 157.29 ▲ 0.41% USD/TTD 6.75 ▲ 1.28% EUR/BRL 5.83 ▲ 0.15% BRENT 89.76 ▲ 6.74% WTI 84.53 ▲ 6.65% IRON ORE 161.91 — — COPPER 6.31 ▼ 0.22% GOLD 4,058 ▲ 0.53% SILVER 57.14 ▼ 0.27% SOY 1,198 ▼ 1.18% CORN 474.25 ▲ 3.44% WHEAT 664.25 ▲ 0.26% COFFEE 329.15 ▼ 3.02% SUGAR 14.67 ▲ 0.82% ORANGE JUICE 136.80 ▼ 0.04% COTTON 79.89 ▲ 0.86% COCOA 5,242 ▲ 0.79% BEEF 223.98 ▼ 1.54% CATTLE 339.15 ▼ 1.14% LITHIUM 66.87 ▼ 0.13% PETR4 42.08 ▲ 2.11% VALE3 75.16 ▼ 0.70% ITUB4 42.18 ▼ 1.59% BBDC4 18.46 ▼ 1.65% ABEV3 16.18 ▲ 0.50% BBAS3 20.76 ▼ 0.34% B3SA3 15.57 ▼ 2.69% WEGE3 46.24 ▼ 0.99% PRIO3 58.19 ▲ 2.50% SUZB3 42.78 ▼ 0.74% RENT3 37.48 ▼ 2.32% AZZA3 16.72 ▼ 2.51% CSAN3 3.95 ▼ 1.25% RAIZ4 0.28 ▲ 3.70% PCAR3 2.70 ▼ 1.46% GMAT3 3.91 ▼ 0.26% PSSA3 54.34 ▼ 1.04% CVCB3 1.29 ▼ 2.27% POSI3 3.55 ▼ 1.39% SLCE3 13.22 ▲ 0.46% NATU3 8.27 ▼ 0.84% BRKM5 6.01 ▲ 0.84% RANI3 8.08 ▼ 0.62% CSNA3 5.40 ▼ 4.26% CMIN3 5.88 ▼ 1.34% USIM5 8.39 ▼ 3.45% GGBR4 24.90 ▼ 0.95% ENEV3 26.26 ▲ 1.59% CPFE3 45.50 ▼ 1.00% CMIG4 11.17 ▼ 0.18% EQTL3 38.33 ▼ 1.29% LREN3 13.37 ▼ 3.81% VIVT3 33.10 ▼ 2.16% RAIL3 14.04 ▼ 0.28% KLABIN 18.00 ▼ 0.22% RAIA DROGASIL 17.80 ▼ 2.20% RDOR3 33.63 ▼ 2.01% HAPV3 10.52 ▼ 0.75% FLRY3 16.94 ▼ 0.70% SMTO3 14.30 — 0.00% UGPA3 32.46 ▲ 0.03% VBBR3 35.30 ▲ 0.48% BBSE3 41.17 ▼ 0.10% BPAC11 55.15 ▼ 1.24% CURY3 29.44 ▼ 2.19% AERI3 2.09 — 0.00% VIVARA 22.55 ▼ 0.27% COMPASS 24.90 ▼ 1.27% VAMOS 3.28 ▼ 1.50% SANB11 26.10 ▼ 5.67% ASAI3 8.37 ▲ 1.58% SBSP3 27.85 ▼ 1.49% WALMEX 49.03 ▲ 0.53% GMEXICO 208.54 ▼ 0.66% FEMSA 219.29 ▼ 1.63% CEMEX 20.79 ▼ 0.76% GFNORTE 196.70 ▼ 1.47% BIMBO 59.71 ▼ 0.32% TELEVISA 9.99 ▲ 1.63% AMX 22.23 ▼ 1.20% GAP 383.09 ▲ 1.42% ASUR 272.76 ▲ 0.58% OMA 236.80 ▲ 0.79% KOF 190.25 ▲ 0.23% GRUMA 265.39 ▼ 0.95% KIMBER 40.56 ▼ 0.25% SQM-B 63,301 ▲ 1.28% COPEC 6,348 ▲ 0.76% BSANTANDER 78.76 ▼ 0.46% FALABELLA 6,135 ▲ 0.56% ENELAM 85.80 ▼ 0.10% CENCOSUD 1,906 ▲ 0.32% CMPC 1,050 ▲ 1.41% BANCO CHILE 187.54 ▼ 0.83% LATAM AIR 24.36 ▼ 2.56% YPF 80,975 ▲ 1.82% GGAL 7,725 ▼ 1.66% PAMPA 5,465 ▲ 0.28% TXAR 664.00 ▼ 0.75% ALUAR 989.50 ▲ 0.15% TGS 9,560 ▲ 1.00% CEPU 2,337 ▲ 0.09% MIRGOR 16,525 — 0.00% COME 42.30 ▼ 0.52% LOMA NEGRA 3,618 ▼ 0.75% BYMA 300.50 ▲ 0.08% TELECOM ARG 4,338 ▲ 0.06% ECOPETROL 16.27 ▲ 2.78% BANCOLOMBIA 89.29 ▲ 0.25% GRUPO AVAL 4.91 ▲ 0.59% CREDICORP 383.51 ▼ 1.40% SOUTHERN COPPER 175.91 ▼ 1.70% BUENAVENTURA 29.66 ▼ 2.37% MERCADOLIBRE 1,862 ▼ 0.01% NUBANK 14.36 ▼ 2.18% XP 16.45 ▼ 2.11% PAGSEGURO 9.70 ▲ 0.88% STONE 11.12 ▼ 0.36% GLOBANT 36.39 ▲ 3.65% TECNOGLASS 46.03 ▼ 2.53% GAP AIRPORT 219.64 ▲ 0.98% ASUR 272.76 ▲ 0.58% OMA AIRPORT 108.34 ▲ 0.06% AMX ADR 25.38 ▼ 1.28% FEMSA ADR 123.92 ▼ 2.99% CEMEX ADR 11.85 ▼ 1.29% PETROBRAS ADR 18.64 ▲ 3.15% VALE ADR 14.66 ▼ 0.31% ITAU ADR 8.23 ▼ 1.02% SANTANDER BR 5.21 ▼ 5.02% AMBEV ADR 3.12 ▼ 0.32% CSN 1.07 ▼ 3.18% GERDAU 4.91 ▼ 0.91% LATAM ADR 52.12 ▼ 2.63% BTC 64,213 ▲ 0.53% ETH 1,895 ▼ 1.28% SOL 73.30 ▼ 0.54% XRP 1.07 ▲ 0.22% BNB 567.76 ▼ 0.48% ADA 0.16 ▲ 0.94% DOGE 0.07 ▼ 0.79% AVAX 6.38 ▼ 2.81% LINK 8.28 ▼ 1.67% DOT 0.76 ▼ 0.51% LTC 45.07 ▼ 2.31% BCH 209.88 ▼ 1.95% TRX 0.33 ▲ 0.56% XLM 0.17 ▼ 0.65% HBAR 0.07 ▼ 0.80% NEAR 1.59 ▼ 3.78% ATOM 1.28 ▼ 1.50% AAVE 98.46 ▼ 2.25% SELIC 14.25% EMBRAER 86.25 ▼ 2.94% EMBRAER ADR 67.53 ▼ 2.26% JBS 13.86 ▼ 0.50% JBS BDR 70.73 ▲ 0.23% MBRF3 16.55 ▲ 1.53% MBRFY 3.24 ▲ 2.86% INTER 5.49 ▼ 1.79% EGX 53,627 ▼ 0.19% USD/ZAR 16.75 ▲ 0.52% USD/NGN 1,363 ▲ 0.01% NIKKEI 61,434 ▼ 1.49% CSI300 4,600 ▲ 0.67% HSI 25,808 ▲ 1.96% NIFTY 24,250 ▲ 1.10% KOSPI 5,663 ▼ 5.98% JCI 6,091 ▼ 0.64% USD/JPY 163.74 ▼ 0.04% USD/CNY 6.7562 ▼ 0.07% DAX 25,492 ▲ 0.11% CAC 8,395 ▼ 0.75% FTSE 10,900 ▲ 0.27% MIB 51,645 ▼ 0.10% IBEX 19,467 ▼ 1.32% STOXX 645.88 ▼ 0.16% EUR/USD 1.1393 ▼ 0.02% GBP/USD 1.3293 — 0.00% SPX 7,402 ▼ 0.36% DJI 52,139 ▼ 1.15% NDX 27,609 ▼ 0.56% RUT 2,950 ▼ 0.14% TSX 35,497 ▼ 0.71% VIX 18.74 ▲ 2.91% USD/CAD 1.4080 ▼ 0.16% US10Y 4.6270 ▲ 0.50%
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Wednesday, July 29, 2026

The Pioneering Quest for a Spanish-Language A.I.

By · May 10, 2024 · 2 min read

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In the bustling world of artificial intelligence, a visionary group led by María Grandury, founder of SomosNLP, is navigating the frontier of Spanish-language AI development.

Their mission? To create a ChatGPT model that understands and responds in Spanish as fluently as it does in English.

The challenge begins with a task as simple as fetching a Peruvian recipe—a feat that demands much more than it suggests.

For the AI to respond accurately, it requires a rich database of recipes and a complex set of question-answer pairs for training. Additionally, stringent mechanisms for verifying correctness are essential.

This undertaking isn’t just about technical precision; it’s also about securing the necessary funding and resources.

The Pioneering Quest for a Spanish-Language A.I.
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These are predominantly skewed towards English due to the influence of major Silicon Valley giants.

Despite these hurdles, the Spanish language, which is vibrant and widespread, finds itself underrepresented in the AI realm.

The cornerstone of this ambitious project is the collection of vast textual data to train what is dubbed a foundational model.

This initiative has seen a boost from community contributions and significant projects like the Alia model, backed by the Spanish government.

Alia aims to revolutionize technology with the rich linguistic heritage of Castilian and other co-official Spanish languages.

Yet, building a responsive AI model isn’t merely about amassing data; it requires immense computational efforts.

Empowering Linguistic Diversity

Collaborations with entities like the Barcelona Supercomputing Center and IBM are vital.

However, assembling a model capable of initiating meaningful dialogues from a mere prompt is a feat still dominated by English.

SomosNLP‘s strategy includes crafting the largest open corpus of instructional content in Spanish to date.

This endeavor mirrors the ambition and complexities faced by previous initiatives like Clibrain.

Issues of accessibility and financial viability hindered the potential of such projects, rather than technological shortcomings.

As nations like France advance with AI innovations through companies like Mistral, the disparity in investment is stark.

While OpenAI garners billions, Mistral gathers millions, focusing primarily on English, with occasional nods to French.

This narrative emphasizes the crucial role of developing AI that respects and preserves linguistic diversity.

A ChatGPT fluent in Spanish, tailored with local nuances, isn’t just a technical achievement; it’s a significant step towards embracing global cultural identities.

This ensures that the future of AI is as diverse as the human experience it seeks to emulate.

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