anish E=mc² talwar @technogsalad

Designer sharing design wisdom | currently @Microsoft anishtalwar.design Montréal, Québec Joined July 2009

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anish E=mc² talwar @technogsalad

2 weeks ago

Good UX in ML systems isn’t just about model accuracy. It’s about designing feedback loops where user behavior shapes outcomes. Systems thinking helps us see not just the interface, but the ripple effects—biases amplified, incentives created, trust built (or lost). #uxui #AI #ML

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anish E=mc² talwar @technogsalad

2 weeks ago

Every design decision happens inside a system of trade-offs. If you don’t map the trade-offs, you’re just moving entropy around. #uxui #DesignWisdom #UIUXDesign #productmanagement #systemthinking

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anish E=mc² talwar @technogsalad

3 weeks ago

Product tip - Features die when you optimize for ship velocity instead of user adoption velocity. #productmanagement #ux #DesignWisdom #AI

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anish E=mc² talwar @technogsalad

3 weeks ago

Pixel alignment matters less than data alignment. Misaligned information breaks comprehension faster than misaligned icons. #design #UX #data #UIUXDesign #designWisdom

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anish E=mc² talwar @technogsalad

3 weeks ago

Every design system eventually becomes two: 1. the one in Figma, and 2. the one in production. The delta is your design debt. #UX #designWisdom #design #UIDesign #figma #code

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anish E=mc² talwar @technogsalad

3 weeks ago

The riskiest feature isn’t the one that fails. It’s the one nobody notices. #UX #product #design #AI

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anish E=mc² talwar @technogsalad

3 weeks ago

Every loading spinner is a tax on trust. #design #designWisdom #uxdesign

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anish E=mc² talwar @technogsalad

3 weeks ago

The hardest part of product design isn’t designing screens — it’s designing decisions. Most features fail not because of poor UI, but because the problem framing was off. #Design #DesignWisdom #UI #UXDesign

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anish E=mc² talwar @technogsalad

5 months ago

AI-guided user modeling turns static personas into dynamic, evolving profiles. UX now proactively adapts to each user’s changing context and needs. #UserModeling #AdaptiveUX #AIUX #MachineLearning #uxuidesign

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anish E=mc² talwar @technogsalad

5 months ago

Generative UX via multi-agents is about decentralization: no single designer controls the experience; multiple agents align dynamically to craft personalized journeys. #DecentralizedDesign #MultiAgentAI #GenerativeUX #UXDesign

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anish E=mc² talwar @technogsalad

5 months ago

My rationale behind Multi-Agent UX: design is no longer static, but a continuous conversation among specialized AI agents, guided by user intent and real-time context. #AgentiveDesign #ConversationalUX #AI #UX #UXDesign

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anish E=mc² talwar @technogsalad

5 months ago

Exciting times: UX is now fundamentally about shaping distributions of experiences rather than single, deterministic paths. #ProbabilisticUX #MachineLearning #AIagents #GenerativeDesign #UXDesign

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anish E=mc² talwar @technogsalad

5 months ago

Multi-agent UX: agents debating the best UI on the fly, guided by LLM referees. Humans enjoy the outcome; designers enjoy the spectacle. 🤯 #MultiAgentSystems #GenerativeUX #AI #UXDesign

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anish E=mc² talwar @technogsalad

5 months ago

Interfaces are conversations. Leveraging transformer-based LLM embeddings enables dynamic, context-aware dialogue between products and users. #ConversationalUX #TransformerModels #DesignScience #GenAI #UX #UXDesign

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anish E=mc² talwar @technogsalad

7 months ago

GANs can generate thousands of design iterations, but biased training data skews outputs toward suboptimal solutions. Techniques like SMOTE for class imbalance or adversarial debiasing for fairness #UX #GenerativeDesign #AI #MachineLearning #ProductDesign #DataScience #AIBias

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anish E=mc² talwar @technogsalad

7 months ago

Behavioral biometrics and AI in UX adapt interfaces via micro-interactions like scroll velocity to refine usability—privacy remains a factor. #UX #AI #Usability #DataDrivenDesign #TechEthics #UXMatters #ML

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anish E=mc² talwar @technogsalad

10 months ago

The "MCP Protocol" by @AnthropicAI is like the way you talk to waiters - you use the same words and way of ordering no matter which waiter you're talking to. You don't need to know which kitchen your food is coming from! Solid stuff 👏👏 #claudeai #AI

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anish E=mc² talwar @technogsalad

11 months ago

Optimizing UX with reinforcement learning: Implement multi-armed bandit algorithms for dynamic A/B testing. Use Thompson sampling for CTR optimization. Apply PPO for adaptive UI element positioning. Outcome: 18% boost in user engagement, 9% ↑ conversion. #AIUX #UXDesign #Design