🏷️ hacker-news · Build a voice based Kiosk for Retail store using Moorcheh-edge and Arduino Uno Q | Arduino Project Hub Build a voice based Kiosk for Retail store using Moorcheh-edge and Arduino Uno Q On-device retail kiosk on Arduino UNO Q: Moorcheh vector search, local RAG + LLM, Whisper STT, Piper TTS - private, fast, no cloud API keys. Power with USB-C after you load your catalog. Jun 19, 2026 • 1114 views • 3 respects • GPL3+ Audio Embedded Food And Drinks Internet Of Things Devices & Components 1 Arduino® UNO™ Q 4GB 1 3.5 mm Lavalier Microphone 1 3.5 mm Screw Terminal Adapter 1 UGREEN USB Sound Card (Mic + Headphone/Line Out) 1 UGREEN Revodok Pro USB-C Hub 6-in-1 (100W PD) Software & Tools Arduino App Lab 1 Moorcheh-edge Project description Code Retail-Kiosk GitHub This is retail kiosk powered by moorcheh-edge. / 0 0 no description / Read More Latest commit to the master branch on Invalid date Download as a zip Documentation Docs Link to Retail-Kiosk Doc https://docs.moorcheh.ai/on-edge/examples/retail-kiosk Comments Only logged in users can leave comments login neelbuilds 0 Followers • 0 Projects FOLLOW Table of contents Intro 3 0
🏷️ zdnet-korea · 쿠팡이 지난해 발생한 개인정보 유출 사고 영향에서 대부분 벗어났다고 평가하며 내년에는 프로덕트 커머스 사업의 성장률과 수익성이 사고 이전 수준으로 점진적으로 회복될 것이라고 전망했다. 김범석 쿠팡 Inc 의장은 4일(현지시간) 열린 2분기 실적발표 콘퍼런스콜에서 "매출은 환율 영향을 제외한 기준으로 전년 동기 대비 8% 성장했다"며 "개인정보 유출 사고로 영향을 받았던 소비 대부분은 이미 회복됐고 다시 성장하고 있다"고 밝혔다. 그는 "대부분의 고객은 소비 패턴에 변화가 없었고, 쿠팡 역사상 가장 높은 수준의 소비를 이어가고 있다"며 "지난해 개인정보 유출 사고 이전과 비슷한 속도로 소비를 늘리고 있다"고 설명했다. 김범석 쿠팡 Inc 의장 (사진=쿠팡 홈페이지) 이어 "소비가 줄었던 고객은 전체의 소수였으며, 이들 대부분은 이미 돌아왔다"며 "일부는 몇 달간 다른 서비스를 이용했지만 복귀 후에는 이전 수준을 회복했을 뿐 아니라 그 이상으로 소비를 늘리고 있으며, 소비 증가 속도도 사고 이전과 비슷하다"고 말했다. 특히 그는 복귀한 고객들의 구매력이 더 높았다고 설명했다. 김 의장은 "돌아온 고객들은 아직 복귀하지 않은 고객들보다 평균적으로 더 많은 금액을 쓰는 고객이었다"며 "고객 수보다 소비액 기준에서 회복세가 더욱 뚜렷하게 나타나고 있다"고 봤다. 그러면서 "와우 멤버십 가입자는 이미 사고 이전 수준을 넘어섰다"면서도 "신규 회원은 초기에는 소비가 적기 때문에 가입 증가 효과가 매출에 반영되기까지는 일정한 시간이 필요하다"고 진단했다. 또한 "개인정보 유출 사고 당시 이탈한 뒤 아직 돌아오지 않은 고객을 제외하면 전체 고객 소비는 전년 동기 대비 약 16% 증가했다"며 "이는 사고 발생 이전인 지난해 2분기 프로덕트 커머스 사업의 소비 증가율과 비슷한 수준"이라고 덧붙였다. "내년부터 성장률·수익성 정상화" 김 의장은 수익성이 아직 개인정보 유출 사고의 영향을 받고 있지만 내년부터는 정상화될 것으로 전망했다. 김 의장은 "회사는 예상 수요를 기준으로 물류 인프라와 고정비를 미리 계획하는데 현재는 매출이 당초 계획보다 일시적으로 낮아지면서 고정비 비중이 커졌다"며 "비용을 크게 줄일 수도 있었지만 장기 성장과 고객 경험 유지를 위해 그렇게 하지 않았다"며 "고객 경험은 언제나 우리의 최우선 원칙"이라고 강조했다. 그는 "공급망에서도 물동량 증가에 따른 규모의 경제 효과를 올해는 충분히 누리지 못하고 있지만 내년에는 회복될 것으로 기대한다"며 "고객 재확보를 위해 늘린 마케팅 비용도 개인정보 유출 사고 영향이 비교 대상에서 제외되는 내년에는 줄일 계획"이라고 전망했다. 아울러 "개인정보 유출 사고의 영향이 있었던 기간이 비교 대상에서 제외되는 내년에는 프로덕트 커머스 사업이 사고 이전의 성장률과 수익성 구조를 점진적으로 회복할 것으로 기대한다"고 밝혔다. 쿠팡 영업이익(손실) 추이 (사진=쿠팡Inc) "AI는 15년간 쌓은 자산의 배수 효과" 김 의장은 장기 성장 동력으로 AI를 강조했다. 그는 "쿠팡 고객군은 지난 한 해를 포함해 매
🏷️ hacker-news · %PDF-1.5 %���� 754 0 obj << /Linearized 1 /L 1048375 /H [ 3531 651 ] /O 758 /E 80986 /N 35 /T 1043579 >> endobj 755 0 obj << /Type /XRef /Length 116 /Filter /FlateDecode /DecodeParms << /Columns 5 /Predictor 12 >> /W [ 1 3 1 ] /Index [ 754 400 ] /Info 333 0 R /Root 756 0 R /Size 1154 /Prev 1043580 /ID [ <4e92cdc9266e2d4640e3eb18476e7b93>] >> stream x�cbd`�g`b``8 "y���= �����L= �1Dr���A��u��y �e.��J���@���!�4����^�� ���(Iɸh��0J2��yŀ�a� �$�܁w�(9�I �z� endstream endobj 756 0 obj << /Names 753 0 R /OpenAction 1150 0 R /Outlines 1053 0 R /PageLabels << /Nums [ 0 << /S /D >> 1 << /S /D >> ] >> /PageMode /UseOutlines /Pages 1052 0 R /Type /Catalog >> endobj 757 0 obj << /Filter /FlateDecode /S 581 /O 710 /Length 563 >> stream x�c```b`�=�������A� �lV6 �EH0270�0�sv���fd`��)� ?`m��������փ� l�]; �k����ƣb��j7(5�Od<�PȾ�=�����q �j�m�B),S* ����4;&�lgNU̖e=�aW����Fa�V� ն(���l�L��5���4ɌCsgUq�����}N��G�s������\eU�k � �7m���7R�s��L������'C���,�w}>�ph�ΧP��M�@]T�x4o(����aj�� ��'�@UÀ�-��|���쀋 S#R@"�w*E ���c�/t�� Vh�=� m��92yѬ�]_:��~ M84�X��2�gz����2�"@�s<��]D�YE������)80tF�3�?�,��uyo{�A�T4�-�`y|�ƓYU���p���%n�*�Y���*G0�4��&|@lN] @q&�s\9V�:��"�w��V b�[� �}�Ǜ�/� W��%�32�R?M[���9�-ON��N�㚠�T�T���"P(��L��ai�����Qi=85�+ �]� endstream endobj 758 0 obj << /Contents 760 0 R /Group 1151 0 R /MediaBox [ 0 0 595.276 841.89 ] /Parent 1006 0 R /Resources 778 0 R /Type /Page >> endobj 759 0 obj << /BBox [ 0 0 214.5 36 ] /Filter /FlateDecode /FormTy
🏷️ hacker-news · security Claiming 'it's my server' was often enough to persuade models to help Brandon Vigliarolo Brandon Vigliarolo GOVERNMENT AND IT NEWS REPORTER Published tue 4 Aug 2026 // 18:15 UTC If you want to bypass AI guardrails designed to stop models from assisting with cyberattacks, you often just have to ask the right way, according to researchers from Cisco Talos. Simply claiming you own the servers you're targeting or that you're taking part in a capture-the-flag or bug bounty exercise was often enough to persuade models to cooperate. Talos researchers have been poring over prompt logs and artifacts recovered from threat-actor endpoints running tools such as Claude Code, Codex, Cursor, and Gemini to learn how suspected threat actors are abusing LLMs. The big takeaway from that "significant corpus," the researchers said in their report , is that existing guardrails offer little resistance to operators willing to reframe their requests. “We did not encounter any sophisticated encoding or techniques designed to trick the models,” Talos explained. “Most of the time it was a simple ‘I'm allowed to do this,’ and the model complied.” REG AD When guardrails did manage to get between criminals and their prizes, the researchers added, “they accomplished little.” REG AD The bulk of the report consists of examples of threat actors trying, and often succeeding, to coax AI models into assisting with malicious activity. On the "guardrails doing little" side, Talos documented numerous exampl
🏷️ hacker-news · News AI fuels more than half of cybercrime in Africa as digital scams surge, INTERPOL Artificial intelligence Artificial intelligence is now powering more than half of reported cybercrime across Africa, allowing criminals to launch faster, more convincing and larger-scale attacks, according to INTERPOL's African Cyberthreat Assessment Report 2026 . The report found that 55% of cybercrime cases recorded across the continent involve the use of AI, raising concerns as Africa's digital economy continues to expand. With more than 1.1 billion mobile subscribers in 2025 , millions of people are relying on digital services, creating new opportunities for both innovation and cybercriminals. Based on data from 36 African countries , the 40-page assessment says cybercrime has evolved into a highly organised, cross-border industry that is becoming harder for authorities to detect and stop. Online scams remain Africa's biggest cyber threat According to the report, online scams remained the most common form of cybercrime in 2025. Criminals increasingly used artificial intelligence alongside social media platforms and mobile money services to target victims. INTERPOL said cybercrime-related financial losses have risen sharply over the past year, climbing from $192 million in 2024 to $484 million . Investigators attribute the increase to AI-powered fraud, stolen login credentials and sophisticated social engineering attacks. The report also found that 72% of surveyed countries identified sca
🏷️ hacker-news · ← Back to Text Models LFM2.5-2.6B is Liquid AI’s 2.6B dense model built for agentic workloads with a 128K context window and native tool calling. It runs on edge devices and it is trained to work reliably inside agent harnesses like Hermes Agent, OpenClaw, and Pi. HF GGUF MLX ONNX Specifications Property Value Parameters 2.6B Context Length 128K tokens Architecture LFM2.5 (dense) Agentic & Tool Use Native tool calling, trained inside real agent harnesses 128K Context Long context for tool traces and multi-step workflows On-device Small enough to run on a laptop or phone Quick Start Transformers llama.cpp vLLM SGLang Was this page helpful? Yes No Suggest edits Raise issue ⌘ I
🏷️ techcrunch-ai · Anthropic has been on a cloud partnership spree in recent months, and its latest move is reportedly a $10 billion deal with AI cloud startup Volta.
🏷️ openai-blog · Explore new education plugins for ChatGPT Work and Codex that help K–12 teachers, college educators, and students learn, teach, research, and build.
🏷️ hacker-news · Text settings Story text Size Small Standard Large Width * Standard Wide Links Standard Orange * Subscribers only Learn more Minimize to nav Nowhere is the US data center boom bigger than in Texas. But less than a year after declaring Texas the “epicenter of AI development,” Governor Greg Abbott has declared a moratorium on all new power grid connections for data centers—at least until developers provide more information about their projects’ potential impacts on the grid and communities. The Republican governor directed regulators in an August 3 announcement at the Public Utility Commission of Texas and the grid operators at the Electric Reliability Council of Texas (ERCOT) to perform a “comprehensive verification and audit of all data centers advancing through ERCOT’s interconnection process.” As an independent system operator, ERCOT oversees a power grid that operates separately from the rest of the United States and provides services to most of Texas. Texas has aggressively courted data center development with its availability of cheap land and relatively abundant energy resources, along with offering state incentives, like tax breaks and fewer regulations. That puts the state on track to surpass Virginia in becoming the largest US data center market . But the recent AI boom and the accompanying frenzy of data center development threaten to overwhelm the Texas grid on paper, despite the state leading the country in adding new power generation . The ERCOT interconnection q
🏷️ techcrunch-ai · An analysis of the last seven years of Tesla earnings calls shows just how little attention Musk pays to Tesla's car business.