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Research
№ 1578
RESEARCH
Google Lets Teachers Generate Interactive Simulations from a Single Prompt: Gemini Builds the UI, Four Automated Checks Provide Guardrails, and Teachers Hold the Final Gate
Teachers provide a subject, grade, and topic, and Gemini generates a web-based simulation with staged levels, hints, and feedback; only 3.5% pass all checks on the first try, reaching 69.3% after 10 rounds of self-correction. Student learning gains data is not yet available.
09-19 · 9 min
Free
Launch
🎧№ 1575
LAUNCH
Claude Code Launches Redesigned Projects: A Central Conversation as Coordinator, Spawning Parallel Cloud Threads That Persist When Laptops Close
Each thread is an independent cloud Claude Code session running on its own branch; Claude in the project conversation handles dispatch and tracking, queuing blocked items under Waiting on you. Currently in rolling public beta for Pro and Max users.
▶ Play09-19 · 11 min
Free
Practice
№ 1574
PRACTICE
Before Rushing to Train Models When AI Product Performance Stalls: 13 Practical Talks Curated by Hamel Husain
Evaluations form the foundation: fix retrieval and context first, tune system architecture next, and only then consider training models. Spanning error analysis, model cascades, multi-vector retrieval, OCR selection, inference latency, Agent sandboxes, and post-training, these 13 talks deliver actionable methodologies backed by empirical measurements.
09-19 · 13 min read
Free
Tutorials
🎧№ 1573
PRACTICE
Is AI Spending Worth It: OpenAI's Framework for Enterprises to Measure Value
OpenAI breaks down usage, task, and Codex contribution analytics in the ChatGPT Admin Console, and how to partner with business leads to set baselines, track outcomes, and estimate ROI. Includes a sales research example you can recalculate using your team's own assumptions.
▶ Play09-19 · 13 min read
Free
Deep Dive
🎧№ 1572
DEEP DIVE
Tell AI Why, Not How
When frontier models make mistakes, it is usually because they misjudged your goals and tradeoffs. Spell out your goals, your constraints, and where you are willing to give ground, and the model can help you find a better approach. Includes a real prompt and a breakdown of it.
▶ Play09-19 · 6 min read
Free
洞察
№ 1571
64 Unconventional Product Growth Strategies Across Seven Categories
From generating buzz, building launch momentum, and word-of-mouth distribution to conversion, competition, pricing, and retention: testable growth tactics filtered by objective, effort, and cost.
09-17 · 25 min read
Free
Deep Dive
№ 1570
DEEP DIVE
Anthropic Launches 43 Automated Workflows and 27 Integrations for Mainstream Business Tools for SMBs
A complete catalog of 43 workflows and skills, a week-by-week automation cadence, 37 existing connectors, and five business case studies—with a clear note that Anthropic has not published the full list of 27 newly added integrations.
09-17 · 18 min read
Free
Deep Dive
№ 1569
DEEP DIVE
When Code Becomes the Universal Interface: Inside OpenAI’s “Software Factory”
Codex has shifted the basic unit of work from line-by-line coding to goal delegation, pushing bottlenecks downstream to CI, review, deployment, and operations. This explainer examines the evidence, human checkpoints, and future automation directions of OpenAI’s nine-step software factory.
09-17 · 13 min read
Free
Deep Dive
🎧№ 1568
DEEP DIVE
When Does an Enterprise Truly Need FDEs? Before Building an FDE Team, Pass These Two Gates First...
FDE fits products that are technically complex and serve customers without the engineering capacity to implement them; if every customer requires a fresh build, the team quickly becomes a dev shop.
▶ Play09-17 · 9 min read
Free
Launch
№ 1567
LAUNCH
Salesforce Introduces AIforce: Breaking Down Fixed Interfaces and Operational Barriers in Traditional CRM Software to Let Enterprise Data and Business Logic Flow Freely Across Diverse AIs
AIforce is a dynamic interaction layer connecting Salesforce data, business semantics, permissions, and agents with various AI interfaces, allowing employees to invoke and execute enterprise capabilities in their current work environments without entering a fixed backend.
09-17 · about 11 min
Free
Launch
№ 1566
LAUNCH
Real-Time Audio Models That Think While Speaking: Google Releases Gemini 3.8 Live and Extended Thinking, Pushing Real-Time Voice Toward Multi-Step Reasoning
Gemini 3.8 Live targets low-latency deployment at scale, while Extended Thinking handles complex multi-step reasoning. This explainer gives the per-minute price, benchmark results versus the previous generation, seven bilingual demos, and Live API setup instructions.
09-17 · 12 min read
Free
技术解读
№ 1565
ChatGPT Co-Inventor Launches a New AI Model: System One Generates No Text and Focuses on Decisions
Diogo Almeida, who co-invented ChatGPT and RLHF at OpenAI, has launched the System One model paradigm and its first public model, Jev: it generates no free text, returning probabilistic decisions only within code-predefined structures.
09-17 · about 15 min
Free
Launch
№ 1564
LAUNCH
Cognition Announces Native Cloud macOS Support for Its AI Software Engineer Devin
Why an AI software engineer must have a Mac, and how Cognition connects the closed loop of native application runtime verification across storage, networking, image preparation, live video, and the accessibility tree.
09-17 · 10 min read
Free
洞察
№ 1563
Google Proposes Retrieve-for-Train Framework: Resolving the Conflict Between Rich Diversity and Ultra-Fast Response in Complex AI Search
General-purpose LLMs performing query fan-out easily fall into synonymous repetition and suffer from token-by-token generation latency. R4T shifts set-level policy exploration to offline training, handing execution over to a lightweight diffusion retriever for parallel generation.
09-17 · 10 min read
Free
Deep Dive
🎧№ 1562
DEEP DIVE
When AI Can Write Code and Build Products on Its Own, What Is Left for Product Managers?
Josh Elman draws on his firsthand experience at LinkedIn and Twitter to show that while AI has inverted the development cycle, it has not decided what is worth building for teams; what product managers truly deliver is a shared story that is understandable, repeatable, and verifiable by user behavior.
▶ Play09-17 · 12 min read
Free
洞察
🎧№ 1561
Claude Fable 5.1 Solves a 370-Year-Old Historical Cipher Mystery: In Just 44 Minutes
Claude Fable 5.1 used adjacent text within the book to solve 64 numbers and advanced a larger 285-number cipher down to just nine unknown letters. What is truly worth understanding is how it selected verifiable problems, found indexing rules, and where it stopped.
▶ Play09-17 ·
Free
洞察
№ 1560
When AI Can Do the Homework, What Should Universities Teach and How Should They Assess? MIT’s 26 Recommendations for Educational Redesign
MIT connects 8 principles, 4 course-policy templates, and 26 actions into an iterative redesign of learning goals, assessment, residential community, and continuous governance.
09-17 · 15 min read
Free
工具
№ 1559
Lieflat Charts: 61 Chart Types and 12 Report Templates That Let AI Directly Generate Beautiful, Striking HTML Charts and Reports
Provide your data and use case, and AI can select from editorial narrative charts, basics, animated charts, maps, and large interactive graphics to generate ready-to-open HTML charts or full-page reports.
09-17 · 25 min read
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