#AI Is Optimizing Us Into Mediocrity. Here’s How To Stay Original
by Vince Carrabba @Forbes Learn more: https://
bit.ly/4sxwSRK #ArtificialIntelligence #MachineLearning #ML #DL
INNOVATION
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AI Optimization Drives Mediocrity: Strategies for Originality
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LLMs and Code Generation Systems: Clarifying Autoregressive Architecture
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1. I never said LLMs were not useful 2. Code generation systems are not strictly auto-regressive LLMs. They produce multiple outputs and pick the best ones. 3. Your argument is as if I said "perpetual motion is impossible" and you responded "meanwhile, it's been 300km since I
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Gemini Agent Mode: Powerful Alternative to OpenClaw for Automation
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Friendly reminder that Gemini has a built-in alternative to OpenClaw. Yes.
— Paul Couvert (@itsPaulAi) 31 mars 2026
Agent mode can literally perform any task:
– Leverage a web browser to use any site/tool
– Connected to Gmail, Calendar, Drive, Tasks, etc.
– Generate presentations with Slides
– Use YT videos as sources… pic.twitter.com/QllVIbPCaEFriendly reminder that Gemini has a built-in alternative to OpenClaw. Yes. Agent mode can literally perform any task: – Leverage a web browser to use any site/tool – Connected to Gmail, Calendar, Drive, Tasks, etc. – Generate presentations with Slides – Use YT videos as sources – Create tasks, archive emails, draft responses And much more like deep research, canvas and so on. You can also ask Gemini to run Agent every day, once a week, etc. for recurring tasks. Probably the feature that people sleep on the most.
→ View original post on X — @scobleizer, 2026-03-31 20:52 UTC
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Autoregressive Models Error Propagation in Discrete Sequences
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That's a ridiculous argument. – all auto-regressive models diverge, whether they are generative (in input space) or not. – for discrete symbol sequences, the probability of correctness decreases exponentially with the sequence length, assuming independence of errors. – THAT
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8 minutes from feature request to live production
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8 minutes From a feature request to live in production. Perplexity Computer just sorted something that would have normally taken hours, in less than 5 minutes. I needed LinkedIn Industry codes in a JSON format. To drive a feature. Here is how you can get anything too
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Production Intelligence as Competitive Edge in Manufacturing
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Production intelligence is becoming a competitive edge. What is your read on this? @IIoT_World @CRudinschi @agentic_factory @MasterofIoT @survivingwithan @joannefriedman
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Free Webinar: AI Evolution from Machine Learning to AI Agents
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Free 90-minute webinar: https://
luma.com/gligxe4f hosted by @PacktPublishing @PacktDataML on April 4 The AI Evolution: A Foundational Guide from ML to AI Agents — Playbook for Applying Machine Learning and Agents -
Claw Beta Improves Reliability and Task System for AI Agents
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New Claw beta bits are up! Lots of reliablility+security improvements in there + a new task system for more reliable subagents/crons/etc
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Book Anticipated Neurosymbolic AI 25 Years Ago
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Read the book that anticipated neurosymbolic AI (which afaik underlies everything from AlphaGeometry to Claude Code) 25 years ago.
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Genie Code: Autonomous AI Partner for Data Analysis
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[DEMO] Genie Code is your autonomous AI partner for data work.
— Databricks (@databricks) 31 mars 2026
Starting from a single prompt, watch as it explores datasets, trains and evaluates models, builds a Lakeflow Spark Declarative Pipeline, and creates an AI/BI dashboard – all while maintaining enterprise context.… pic.twitter.com/tgdNAgV8Ke[DEMO] Genie Code is your autonomous AI partner for data work. Starting from a single prompt, watch as it explores datasets, trains and evaluates models, builds a Lakeflow Spark Declarative Pipeline, and creates an AI/BI dashboard – all while maintaining enterprise context.