Harsha Kumara

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Harsha Kumara

Harsha Kumara

@harsz89

PhD Student at La Trobe University. Interested in Data Science, AI in Cybersecurity, Machine(Deep) Learning, APIs, Kubernetes, & Containers Ex-@WSO2 #APIManager

Melbourne, Australia Katılım Kasım 2011
1.1K Takip Edilen540 Takipçiler
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Google Gemma
Google Gemma@googlegemma·
Gemma 4 can run on phones without an internet connection! 🤯 It can perform local agentic tasks, such as logging and analyzing trends. When connected, it can also make API calls. Want to try it yourself? Get the Google AI Edge App on iOS or Android. (🔊 Sound on for the demo!)
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Satya Nadella
Satya Nadella@satyanadella·
Introducing Critique, a new multi-model deep research system in M365 Copilot. You can use multiple models together to generate optimal responses and reports.
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Tech with Mak
Tech with Mak@techNmak·
"Do not learn to code" is the worst career advice of the decade. People are telling college students to skip Computer Science because AI will just automate it all. Andrew Ng just killed this myth at Stanford with a brilliant analogy. When he tried to generate images with Midjourney, he typed: "make pretty pictures of robots" and got garbage. His collaborator, however, understood Art History. He knew the exact vocabulary of lighting, genre, and palette. He spoke the "language of art," and generated masterpieces. Andrew Ng is seeing the exact same thing happen in software engineering right now. AI didn't replace the need to understand Computer Science. It made Computer Science the required vocabulary to control the AI. If you don't understand how computers actually work, you are just typing "make a pretty app" into Cursor and shipping fragile, unscalable logic. Here is Andrew Ng's exact hiring hierarchy today: Level 1: 10 years of experience, but codes by hand (He won't hire them). Level 2: Fresh college grad, but highly fluent in AI-assisted coding (He hires them over the 10-year veteran). Level 3 (God Tier): Deeply understands CS fundamentals AND uses AI-assisted coding. When humanity went from punch cards to keyboards, coding got easier, and more people coded. We are at that exact inflection point again. AI doesn't replace fundamentals. It multiplies them.
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Carlos-cryptofinanzaslibres
Carlos-cryptofinanzaslibres@escapasistema·
Un profesor del MIT dio la misma conferencia cada enero durante 40 años, y cada una de las veces no cabía ni un alma en el aula. La vi a las 2 de la mañana y cambió por completo mi forma de entender la comunicación. Su nombre era Patrick Winston. La conferencia se titula "Cómo hablar" (How to Speak). Su frase de apertura te golpea como un camión: "Tu éxito en la vida vendrá determinado en gran medida por tu capacidad para hablar, tu capacidad para escribir y la calidad de tus ideas, en ese orden". Ni tu nota media, ni tus títulos, ni tu coeficiente intelectual. Cómo hablas es lo que separa a las personas que son escuchadas de las que son ignoradas. Este es el esquema que inculcó a los estudiantes del MIT durante cuatro décadas: 1) Nunca empieces con un chiste: Empieza diciendo a la gente exactamente qué es lo que va a aprender. "Prepara la bomba antes de verter nada". Él lo llamaba la "promesa de empoderamiento": dales una razón para no levantarse del asiento en los primeros 60 segundos. 2) La regla de las 5S: Para que una idea se quede grabada debe ser: Símbolo, Slogan, Sorpresa, Saliente (relevante) e Historia (Story). Cualquier idea que valga la pena recordar cumple al menos tres de estas. 3) La técnica del "casi acierto" (Near Miss): Esta parte me dejó alucinado. No te limites a mostrar lo que está bien; muestra lo que parece estar bien pero no lo está. Ese contraste es lo que hace que el cerebro registre algo de forma permanente. 4) Su regla final: Termina con una contribución, no con un resumen. No recapitules lo que ya dijiste. Dile a la gente qué les has dado que no tenían antes de entrar por la puerta. He usado este esquema en ventas, entrevistas y presentaciones desde que lo vi, y los resultados no son sutiles. Patrick Winston falleció en 2019, pero esta clase sigue siendo gratuita en el OpenCourseWare del MIT. Una hora, vista por millones de personas, y no cuesta absolutamente nada. Video: "How to Speak", Patrick Winston, MIT OpenCourseWare, RES.TLL-005, January IAP 2018. Fuente: MIT OpenCourseWare. Licencia: CC BY-NC-SA. Términos: ocw. mit. edu/ terms
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Jaynit
Jaynit@jaynitx·
In 2019, MIT professor Patrick Winston gave a legendary 1-hour lecture called “How to Speak.” It has 18M+ views for a reason. His frameworks: • Your ideas are like your children • The 5-minute rule for job talks • Why jokes fail at the start 15 lessons on communication:
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Harsha Kumara
Harsha Kumara@harsz89·
Supply chain attacks🧐 #coding #aiagents
Andrej Karpathy@karpathy

Software horror: litellm PyPI supply chain attack. Simple `pip install litellm` was enough to exfiltrate SSH keys, AWS/GCP/Azure creds, Kubernetes configs, git credentials, env vars (all your API keys), shell history, crypto wallets, SSL private keys, CI/CD secrets, database passwords. LiteLLM itself has 97 million downloads per month which is already terrible, but much worse, the contagion spreads to any project that depends on litellm. For example, if you did `pip install dspy` (which depended on litellm>=1.64.0), you'd also be pwnd. Same for any other large project that depended on litellm. Afaict the poisoned version was up for only less than ~1 hour. The attack had a bug which led to its discovery - Callum McMahon was using an MCP plugin inside Cursor that pulled in litellm as a transitive dependency. When litellm 1.82.8 installed, their machine ran out of RAM and crashed. So if the attacker didn't vibe code this attack it could have been undetected for many days or weeks. Supply chain attacks like this are basically the scariest thing imaginable in modern software. Every time you install any depedency you could be pulling in a poisoned package anywhere deep inside its entire depedency tree. This is especially risky with large projects that might have lots and lots of dependencies. The credentials that do get stolen in each attack can then be used to take over more accounts and compromise more packages. Classical software engineering would have you believe that dependencies are good (we're building pyramids from bricks), but imo this has to be re-evaluated, and it's why I've been so growingly averse to them, preferring to use LLMs to "yoink" functionality when it's simple enough and possible.

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Claude
Claude@claudeai·
You can now enable Claude to use your computer to complete tasks. It opens your apps, navigates your browser, fills in spreadsheets—anything you'd do sitting at your desk. Research preview in Claude Cowork and Claude Code, macOS only.
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Google Labs
Google Labs@GoogleLabs·
Introducing the new @stitchbygoogle, Google’s vibe design platform that transforms natural language into high-fidelity designs in one seamless flow. 🎨Create with a smarter design agent: Describe a new business concept or app vision and see it take shape on an AI-native canvas. ⚡️ Iterate quickly: Stitch screens together into interactive prototypes and manage your brand with a portable design system. 🎤 Collaborate with voice: Use hands-free voice interactions to update layouts and explore new variations in real-time. Try it now (Age 18+ only. Currently available in English and in countries where Gemini is supported.) → stitch.withgoogle.com
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Stitch by Google
Stitch by Google@stitchbygoogle·
Meet the new Stitch, your vibe design partner. Here are 5 major upgrades to help you create, iterate and collaborate: 🎨 AI-Native Canvas 🧠 Smarter Design Agent 🎙️ Voice ⚡️ Instant Prototypes 📐 Design Systems and DESIGN.md Rolling out now. Details and product walkthrough video in 🧵
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Exec Sum
Exec Sum@exec_sum·
BREAKING: Meta is shutting down the Metaverse after spending $80 Billion on the project
Exec Sum tweet mediaExec Sum tweet media
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Kanika
Kanika@KanikaBK·
🚨 7 HOURS AGO ANDREJ KARPATHY just dropped something UNCOMFORTABLE TO WATCH. He gave a score to every job in America on AI replacement risk. Software developers: 8-9 Paralegals: 8-9 Medical transcriptionists: 10 Think about YOUR job for 3 seconds. Here's what you must know👇
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Sundar Pichai
Sundar Pichai@sundarpichai·
We’re bringing new capabilities powered by Gemini models to @googlemaps. With Ask Maps, get answers to complex questions about any place you want. For example it can help with complex requests like "Find me the best 3-hour family hikes in the Grand Tetons and a spot for a packed lunch”. Will try this next time I'm there:) Rolling out now in the US and India.
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NotebookLM
NotebookLM@NotebookLM·
Introducing Cinematic Video Overviews, the next evolution of the NotebookLM Studio. Unlike standard templates, these are powered by a novel combination of our most advanced models to create bespoke, immersive videos from your sources. Rolling out now for Ultra users in English!
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NotebookLM
NotebookLM@NotebookLM·
Custom styles for Infographics are rolling out TODAY! With 10 (!) preset options and the ability to create your own, choose from editorial, clay, brick, fan favorite kawaii 😻, and more! Turn your complex source material into beautiful, easy-to-read visuals with a single click.
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