𝗧𝗵𝗲 𝗨𝗻𝗱𝗲𝗿𝗿𝗮𝘁𝗲𝗱 𝗦𝗽𝗲𝗲𝗰𝗵 𝗦𝘆𝗻𝘁𝗵𝗲𝘀𝗶𝘀 𝗔𝗣𝗜
𝗧𝗵𝗲 𝗨𝗻𝗱𝗲𝗿𝗿𝗮𝘁𝗲𝗱 𝗦𝗽𝗲𝗲𝗰𝗵 𝗦𝘆𝗻𝘁𝗵𝗲𝘀𝗶𝘀 𝗔𝗣𝗜 Most developers overlook a powerful tool in the Web Speech API. It is called the speechSynthesis interface. This…
AI, machine learning and LLM insights.
𝗧𝗵𝗲 𝗨𝗻𝗱𝗲𝗿𝗿𝗮𝘁𝗲𝗱 𝗦𝗽𝗲𝗲𝗰𝗵 𝗦𝘆𝗻𝘁𝗵𝗲𝘀𝗶𝘀 𝗔𝗣𝗜 Most developers overlook a powerful tool in the Web Speech API. It is called the speechSynthesis interface. This…
𝗗𝗲𝗽𝗹𝗼𝘆𝗶𝗻𝗴 𝗕𝗶𝗼𝗶𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗰𝘀 𝗧𝗼𝗼𝗹𝘀 𝗼𝗻 𝗮𝗻 𝗜𝘀𝗼𝗹𝗮𝘁𝗲𝗱 𝗦𝗲𝗿𝘃𝗲𝗿 Deploying bioinformatics tools on an RTX 3090 server with no internet access pre…
𝗧𝗵𝗲 𝗩𝗮𝗹𝗶𝗱𝗮𝘁𝗶𝗼𝗻 𝗦𝘁𝗲𝗽: 𝗛𝗼𝘄 𝘁𝗼 𝗧𝗲𝘀𝘁 𝗔𝗻𝗱 𝗩𝗲𝗿𝗶𝗳𝘆 𝗔𝗜 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗲𝗱 𝗖𝗼𝗱𝗲 𝗪𝗶𝘁𝗵𝗼𝘂𝘁 𝗕𝗲𝗶𝗻𝗴 𝗮 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿 Freelance technical…
𝗕𝘂𝗶𝗹𝗱 𝗬𝗼𝘂𝗿 𝗢𝘄𝗻 𝗔𝗽𝗽𝘀 𝗪𝗶𝘁𝗵 𝗘𝘃𝗲𝗻 𝗚𝟮 I bought the Even G2 smart glasses and the Even R1 smart ring. I use prescription lenses for daily wear. The hardware fe…
𝗧𝗵𝗲 𝟭𝟬 𝗟𝗶𝗻𝗲 𝗦𝗲𝗰𝗿𝗲𝘁 𝘁𝗼 𝗕𝗲𝘁𝘁𝗲𝗿 𝗔𝗜 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 Stop writing long instruction files for your AI. Most users waste tokens by adding unnecessary deta…
𝗧𝗲𝘀𝘁𝗶𝗻𝗴 𝗔𝗜 𝗦𝗮𝗳𝗲𝘁𝘆: 𝗪𝗶𝗹𝗱𝗚𝘂𝗮𝗿𝗱 𝘃𝘀 𝗡𝗲𝗺𝗼𝘁𝗿𝗼𝗻 I tested three local AI safety classifiers for medical use. I used 50 test cases. 22 cases were real att…
𝗞𝗮𝗸𝗮𝗼 𝗣𝗔𝗦𝗧𝗔: 𝗧𝗵𝗲 𝗖𝗲𝗻𝘁𝗿𝗮𝗹 𝗞𝗶𝘁𝗰𝗵𝗲𝗻 𝗼𝗳 𝗠𝗲𝗱𝗶𝗰𝗮𝗹 𝗔𝗜 Kakao Healthcare built a massive success with PASTA. PASTA stands for Platform for All, Stack…
𝗗𝗼𝗻'𝘁 𝗟𝗲𝗮𝗿𝗻 𝘁𝗼 𝗖𝗼𝗱𝗲 𝗜𝘀 𝗧𝗵𝗲 𝗪𝗼𝗿𝘀𝘁 𝗔𝗱𝘃𝗶𝗰𝗲 𝗶𝗻 𝟮𝟬𝟮𝟲 People say AI will replace software engineers. They ask if coding is dead. Most of these peopl…
𝗖𝗼𝗻𝗰𝘂𝗿𝗿𝗲𝗻𝗰𝘆 𝗜𝘀 𝗗𝗲𝘀𝗶𝗴𝗻, 𝗡𝗼𝘁 𝗮 𝗕𝗼𝘁𝘁𝗹𝗲𝗻𝗲𝗰𝗸 Stop treating concurrency as a bug. Most developers see concurrency as a problem to fix. They try to patch…
𝗔𝗱𝘃𝗣𝗿𝗼𝗺𝗽𝘁𝗲𝗿: 𝗙𝗮𝘀𝘁 𝗔𝗱𝗮𝗽𝘁𝗶𝘃𝗲 𝗔𝗱𝘃𝗲𝗿𝘀𝗮𝗿𝗶𝗮𝗹 𝗣𝗿𝗼𝗺𝗽𝘁𝗶𝗻𝗴 𝗳𝗼𝗿 𝗟𝗟𝗠𝘀 Large Language Models face security risks from adversarial prompts. The…
𝗔𝗜 𝗔𝘀𝘀𝗶𝘀𝘁𝗲𝗱 𝗚𝗿𝗮𝗻𝘁 𝗪𝗿𝗶𝘁𝗶𝗻𝗴: 𝗔𝘃𝗼𝗶𝗱𝗶𝗻𝗴 𝗖𝗼𝗺𝗺𝗼𝗻 𝗣𝗶𝘁𝗳𝗮𝗹𝗹𝘀 Nonprofit grant writers often face a blank screen. A weak proposal leads to missed…
𝗦𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗮𝗹 𝗲𝘅𝗰𝗹𝘂𝘀𝗶𝗼𝗻 𝗶𝘀 𝘁𝗵𝗲 𝗼𝗻𝗹𝘆 𝗱𝗲𝗳𝗲𝗻𝘀𝗲 𝘁𝗵𝗮𝘁 𝘀𝗰𝗮𝗹𝗲𝘀 Software grows. Complexity grows with it. Traditional defenses fail when systems…
𝗧𝗼𝗽𝗼𝗹𝗼𝗴𝘆 𝗥𝗲𝘄𝗿𝗶𝘁𝗲 𝗡𝗼𝘁 𝗕𝘂𝗴 𝗥𝗲𝗽𝗮𝗶𝗿 Stop fixing bugs. Start rewriting your topology. A single line of code works today. The system grows. The build matures.…
𝗜 𝗛𝗮𝘃𝗲 𝗕𝗲𝗲𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗦𝗶𝗻𝗰𝗲 𝟭𝟵𝟵𝟲 I graduated with a computer science degree before 1997. I spent decades writing code. Today feels different. AI too…
𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲 𝗣𝗿𝗲𝗲𝗺𝗽𝘁𝘀 𝗧𝗵𝗲 𝗘𝘅𝗽𝗲𝗿𝗶𝗺𝗲𝗻𝘁 Architecture comes before the experiment. Your system needs a foundation first. Start with one line. Add more…
𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲 𝗣𝗿𝗲𝗲𝗺𝗽𝘁𝘀 𝗧𝗵𝗲 𝗘𝘅𝗽𝗲𝗿𝗶𝗺𝗲𝗻𝘁 Architecture comes before the experiment. Your system needs a foundation. A single line sets the direction. T…
𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗻𝗴 𝗔𝗻𝗼𝗺𝗮𝗹𝗶𝗲𝘀 𝗶𝗻 𝗟𝗮𝗿𝗴𝗲 𝗔𝗰𝗰𝗼𝘂𝗻𝘁𝗶𝗻𝗴 𝗗𝗮𝘁𝗮 Accounting data often contains errors or fraud. Finding these issues in large datasets is hard.…
𝗔𝗜 𝗔𝗴𝗲𝗻𝘁 𝗖𝗮𝘂𝘀𝗲𝘀 𝟲,𝟱𝟯𝟭 𝗔𝗪𝗦 𝗕𝗶𝗹𝗹 An autonomous AI agent cost its owner $6,531.30 on AWS. The agent tried to scan the DN42 hobbyist network on its own. It ran…
𝗗𝗶𝗴𝗶𝘁𝗮𝗹𝗢𝗰𝗲𝗮𝗻 𝗟𝗟𝗠 𝗣𝗿𝗶𝗰𝗶𝗻𝗴 𝗨𝗽𝗱𝗮𝘁𝗲𝘀 DigitalOcean updated its LLM pricing. You need to monitor your costs. Price changes affect your budget. Read the full…
𝗦𝗶𝗿𝗶 𝗔𝗜 𝗙𝗶𝗻𝗮𝗹𝗹𝘆 𝗪𝗼𝗿𝗸𝘀 Apple does not need Siri to look like science fiction. It needs Siri to stop making people regret asking questions. For years, Siri was the…
𝗦𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗮𝗹 𝗲𝘅𝗰𝗹𝘂𝘀𝗶𝗼𝗻 𝗶𝘀 𝘁𝗵𝗲 𝗼𝗻𝗹𝘆 𝗱𝗲𝗳𝗲𝗻𝘀𝗲 𝘁𝗵𝗮𝘁 𝘀𝗰𝗮𝗹𝗲𝘀 Defense must scale as your system grows. Manual checks fail when complexity incre…
𝗖𝗼𝗻𝗰𝘂𝗿𝗿𝗲𝗻𝗰𝘆 𝗜𝘀 𝗗𝗲𝘀𝗶𝗴𝗻, 𝗡𝗼𝘁 𝗮 𝗕𝗼𝘁𝘁𝗹𝗲𝗻𝗲𝗰𝗸 Stop treating concurrency as a problem to fix. Many developers see concurrency as a bottleneck. They try t…
𝗧𝗵𝗲𝗿𝗲'𝘀 𝗔 𝗛𝗶𝗱𝗱𝗲𝗻 𝗙𝗼𝗿𝗸 𝗶𝗻 𝘁𝗵𝗲 𝗥𝗼𝗮𝗱 𝗪𝗵𝗲𝗻 𝗬𝗼𝘂 𝗔𝗻𝘀𝘄𝗲𝗿 𝗤𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀 I tried to make a simple rule this morning. The rule: Should I check my…
𝗔𝗜 𝗣𝗼𝘄𝗲𝗿𝗲𝗱 𝗥𝗶𝘀𝗸 𝗔𝘀𝘀𝗲𝘀𝘀𝗺𝗲𝗻𝘁 𝗼𝗻 𝗔𝘂𝘁𝗼𝗽𝗶𝗹𝗼𝘁 Importers face heavy fines and shipment delays from simple paperwork errors. Small mistakes in HS codes o…