Daily Archives: May 16, 2026

Improved Memory Engine – 95% recall accuracy (up from 77%), remembers right things with half as many memories

By | May 16, 2026
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Improved Memory Engine – 95% recall accuracy (up from 77%), remembers right things with half as many memories The scaling laws of AI memory have officially shifted from a strategy of brute-force storage to intelligent, selective ingestion. The rollout of the Improved Memory Engine across major frontier platforms marks a critical technical breakthrough: moving away from… Read More »

GPT-5.3 Codex Subagents: The Decentralized Coding Fleet

By | May 16, 2026
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GPT-5.3 Codex Subagents: The Decentralized Coding Fleet The launch of OpenAI’s GPT-5.3 Codex introduces a major architectural shift in how AI tackles enterprise software development. Rather than relying on a single large language model to manage an entire repository—which inevitably leads to “context pollution” (where useful details get buried under intermediate log noise) and “context… Read More »

Perplexity’s “Model Council”: Structured Deliberation via Parallel AI Fleet

By | May 16, 2026
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Perplexity’s “Model Council”: Structured Deliberation via Parallel AI Fleet The primary risk of relying on a single large language model (LLM) is unseen bias and confident hallucinations. A model can return a beautifully polished, highly authoritative answer that is fundamentally flawed or completely misses an essential context.   To solve this problem, Perplexity introduced Model… Read More »

Perplexity’s “Custom Skills”: Programming Behavior Without Code

By | May 16, 2026
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Perplexity’s “Custom Skills”: Programming Behavior Without Code Prompting the same AI tool with the same identical setup instructions every day or week is a major productivity bottleneck. To eliminate this repetitive friction, Perplexity introduced Custom Skills natively into its advanced Perplexity Computer platform.   Instead of treating AI as an on-demand chat box, Custom Skills… Read More »

*Deep Research* – State-of-the-art research capability, creates presentations & structured outputs

By | May 16, 2026
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*Deep Research* – State-of-the-art research capability, creates presentations & structured outputs The era of skimming ten different browser tabs to compile a report is officially over. Perplexity’s Deep Research mode has evolved into a state-of-the-art multi-step analyst engine.   Instead of executing a single search and summarizing the top results, Deep Research operates as an autonomous… Read More »

Comet Browser (available across iOS, Android, and Web)

By | May 16, 2026
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Comet Browser (available across iOS, Android, and Web) The transition from static web search to fully automated execution has arrived on mobile. Perplexity’s Comet Browser (available across iOS, Android, and Web) has evolved into the first true Agentic Browser. Instead of forcing you to click, scroll, and type your way through online chores, Comet utilizes… Read More »

Perplexity’s “Personal Computer” on Mac: The OS-Level Agent

By | May 16, 2026
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Perplexity’s “Personal Computer” on Mac: The OS-Level Agent Perplexity has officially shattered the boundary of the browser tab. Shipped in its upgraded desktop application, Personal Computer on Mac transitions Perplexity from an “Answer Engine” into an autonomous Operating System Orchestrator. +1 Instead of forcing you to copy-paste context or manually upload files, Personal Computer runs… Read More »

 Latest Perplexity Updates (May 2026)*

By | May 16, 2026
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 Latest Perplexity Updates (May 2026)* *Personal Computer on Mac* – Local file editing, browsing, voice orchestration in upgraded desktop app *Comet Browser (iOS & Web)* – AI-powered browser for task automation online with inline editing & live credit tracking *Deep Research* – State-of-the-art research capability, creates presentations & structured outputs *Custom Skills* – Automate repeating… Read More »

Microsoft Edge Brings Advanced Copilot AI Features to Desktop and Mobile

By | May 16, 2026
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Microsoft Edge Brings Advanced Copilot AI Features to Desktop and Mobile Executive Summary Microsoft has rolled out a major update for its Edge browser across desktop and mobile, deeply integrating Microsoft Copilot directly into the browser experience instead of keeping it as a standalone “Copilot Mode.” The update focuses heavily on cross-tab intelligence, personalized context… Read More »