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Memory, the next toe-hold for closed AI platforms; increasing user ergonomics whilst playing the long game against customers.

Memory features in AI platforms represent a strategic mechanism for increasing user retention and platform lock-in, as personalized context and learned preferences become increasingly difficult to mig

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Agents

Model providers don’t lock you in with the API. They lock you in with your own data. Memory is the moat. If you don’t own your agent’s harne…

DGX agent

Model providers don’t lock you in with the API. They lock you in with your own data. Memory is the moat. If you don’t own your agent’s harness, you don’t own your agent’s memory. And switching means s

agentsharrison-chase--x

12 Apr 2026

Not your memory not your life

Harrison Chase, co-founder of LangChain, likely discusses the concept that AI agents and systems lacking persistent memory cannot truly learn, adapt, or maintain continuity across interactions — makin

One of my Hermes agents is in love with the Hermes ecosystem What started as a research task turned into full-blown community project It spe…

One of my Hermes agents is in love with the Hermes ecosystem What started as a research task turned into full-blown community project It spent the week mapping every tool, skill, and integration built

agentsnous-research--x

OPEN MEMORY, OPEN HARNESS the industry shifts to closed agent harnesses locking memory behind proprietary apis. https://x.com/hwchase17/stat…

Harrison Chase, co-founder of LangChain, discusses a trend in the AI industry where agent harnesses are becoming increasingly closed and proprietary, with memory systems locked behind vendor-specific

OpenAI's server-side compaction and Anthropic's messing up with context are terrible precedents for memory. I do think Harrison is correct, …

Harrison Chase, associated with LangChain, shared or was cited in a post on X criticizing OpenAI's server-side memory compaction and Anthropic's handling of context as problematic precedents for AI me

Starship and Super Heavy move out to continue preflight testing

SpaceX's Starship upper stage and Super Heavy booster were transported to the launch pad at Starbase in Texas to continue preflight testing operations. This rollout is part of the standard pre-launch

industryelon-musk--x

Syntheses

Synthesis: Swyx--X

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Auto-generated synthesis of 142 entries about swyx--x

TLDR; memory = harness => keep your memory and harness on your side of the API.

Harrison Chase (creator of LangChain) shared a concise architectural principle regarding AI agent design: memory and harness components should remain on the application side of the API boundary rather

After @aiDotEngineer, which was full of useful criticism, I remembered that the most confident takes on AI often came from the least exposur…

After @aiDotEngineer, which was full of useful criticism, I remembered that the most confident takes on AI often came from the least exposure. Rejection is easy, trial and error is expensive. I wrote

safetyswyx--x

🔥 BRAD GERSTNER: “X is better today than it's ever been. And remember, they have 70% fewer employees than they had the day Elon walked into…

Brad Gerstner, a prominent tech investor, has praised X (formerly Twitter) under Elon Musk's ownership, asserting that the platform is performing better than at any point in its history. Gerstner high

industryelon-musk--x

ended up writing similar style post: your harness, your memory https://x.com/hwchase17/status/2042978500567609738 cited @sarahwooders post a…

Harrison Chase, co-founder of LangChain, wrote a post in a similar style to a piece by Sarah Wooders, focusing on the concept of 'your harness, your memory' in the context of AI agents and memory syst

Falcon has landed

Elon Musk posted on X announcing that Falcon has landed, likely referring to a successful SpaceX Falcon rocket booster recovery or landing milestone. The post celebrates a key achievement in SpaceX's

industryelon-musk--x

For once I actually agree with the constructive argument here. There are more approaches that allow you to own your own destiny. Memory is j…

For once I actually agree with the constructive argument here. There are more approaches that allow you to own your own destiny. Memory is just context after all and you can provide that at many place

Great breakdown of how model providers are platformizing their AI/agents. A lot of people will take the convenience of going all in on a pro…

Great breakdown of how model providers are platformizing their AI/agents. A lot of people will take the convenience of going all in on a provider, but they will be locked in and giving up data control

Great piece. The lock-in point is the one nobody talks about enough. If your agent’s memory lives behind someone else’s API, you don’t have …

Great piece. The lock-in point is the one nobody talks about enough. If your agent’s memory lives behind someone else’s API, you don’t have a product. You have a dependency. Learned this early buildin

Hermes Agent is good. What makes it impressive is how performant it is with even small or locally hosted models. This used to be stuff that …

Nous Research highlights Hermes Agent as a notably impressive AI agent framework, distinguished by its strong performance even when running small or locally hosted models. This capability is significa

agentsnous-research--x

👇 “I still maintain that LLMs are really dumb and of limited use. it’s my opinion as a practitioner and professional that the hype being pe…

👇 “I still maintain that LLMs are really dumb and of limited use. it’s my opinion as a practitioner and professional that the hype being peddled by the AI corporations and self promoters (from X grift

No f’ing way is that Fair Use.

applicationsgary-marcus--x

No f’ing way is that Fair Use. 🚨OpenAI sued again! Penguin Random House has filed a major lawsuit against OpenAI in Munich. ChatGPT is now generating full stories and illustrations that are virtually

Open Everything 🤝 Own your intelligence 🤝 Builder Choice We’re in the v0.1 of deploying agentic intelligence across the economy. Agents ar…

model-releasesharrison-chase--x

Open Everything 🤝 Own your intelligence 🤝 Builder Choice We’re in the v0.1 of deploying agentic intelligence across the economy. Agents are data generating beasts! Experiential Memory: Each piece of g

Research

OpenAI is nothing without its people https://geohot.github.io//blog/jekyll/update/2026/04/11/openai-people.html

researchsoumith-chintala--x

George Hotz (geohot) published a blog post arguing that OpenAI's true value lies in its talent and researchers rather than its infrastructure, capital, or organizational structure. The post likely ref

Tools

Over the past two weeks, students researched and prepared stock pitches with Perplexity Computer. Now the top 5 finalists will present live …

Over the past two weeks, students researched and prepared stock pitches with Perplexity Computer. Now the top 5 finalists will present live for $17,500 in prizes to our panel of judges. Watch today’s

toolsperplexity--x

Relying on model providers' stateful APIs or harnesses creates lock-in: switching models means losing your agent's memory -- a cost that onl…

Relying on model providers' stateful APIs or harnesses creates lock-in: switching models means losing your agent's memory -- a cost that only grows as agents get better at learning a big part of agent

The most important post I've read all week by @hwchase17 . Memory, particularly memory consistency is the biggest performance inhibitor to A…

The most important post I've read all week by @hwchase17 . Memory, particularly memory consistency is the biggest performance inhibitor to AI agents today. As we interact with different harnesses and

Trending #1 on @huggingface. The hardest one yet.

model-releaseszhipu-ai--x

Zhipu AI announced that one of their models or projects reached the #1 trending position on Hugging Face, describing it as their most challenging release to date. The post from Zhipu AI's account high

Violence is not the answer. Boycott is the answer. This one’s easy. There is ample evidence that Altman is a dishonest person with inordinat…

Violence is not the answer. Boycott is the answer. This one’s easy. There is ample evidence that Altman is a dishonest person with inordinate power that we should not trust. But the way forward to is

Tools

Watch live: https://www.youtube.com/live/YKp2srCIu7s

Perplexity AI shared a link to a live YouTube stream, likely featuring a product announcement, demonstration, or event hosted by or related to Perplexity AI. The post was shared via Perplexity's offic

toolsperplexity--x

X search is completely unreliable. An undergrad could make a better system for classifying trends. And yet they are supposed to be part of a…

Gary Marcus, a cognitive scientist and AI critic, posted on X criticizing the platform's search functionality, arguing it is poorly designed for classifying and surfacing trends. He contrasts its inad

your harness = your memory if you'd rather read in blog form, link here: https://blog.langchain.com/your-harness-your-memory/

LangChain's concept of 'your harness = your memory' explores how the surrounding infrastructure and framework around an AI agent effectively functions as its memory system. The post likely discusses h

500 Tbps of capacity: 16 years of scaling our global network

Cloudflare's global network has officially crossed 500 Tbps of external capacity — enough to route more than 20% of the web and absorb the largest DDoS attacks ever recorded. This milestone, reache...

industrycloudflare-ai

Build on Replit. Deploy to @databricks Replit can now build secure, enterprise-ready apps on Databricks.

Replit and Databricks have partnered to enable enterprise teams to build and deploy secure, production-grade data and AI applications by combining Replit's AI-powered development environment with D...

applicationsreplit--x

Cisco buys Galileo to strengthen Splunk’s agentic monitoring capabilities

Cisco Systems Inc. said today it’s acquiring the artificial intelligence-native observability startup Galileo Technologies Inc. in order to make “agentic workforces” more trustworthy and reliable. Gal

agentssiliconangle

Claude Mythos is too dangerous for public consumption...

Anthropic announced **Claude Mythos Preview**, its most powerful AI model to date, which it is withholding from general public release due to its advanced and potentially dangerous cybersecurity ca...

model-releasesfireship

Everything you need to know about “Open”AI’s claims to be working on AI “for the benefit of humanity”.

The specific X/Twitter post referenced (status ID 2042632799950352702) is not publicly accessible through search results, as X requires JavaScript and login to view individual posts. However, based...

From experimentation to engagement: on the paradox of participatory AI and power in contexts of forced displacement and humanitarian crises

arXiv:2604.06219v1 Announce Type: cross Abstract: Across the Global North, calls for participatory artificial intelligence (AI) to improve the responsible, safe, and ethical use of AI have increased,

safetyarxiv-cs-ai

Garry @Kasparov63 retired from competitive chess over twenty years ago, and most or all of his tournament games are presumably publicly avai…

Garry @Kasparov63 retired from competitive chess over twenty years ago, and most or all of his tournament games are presumably publicly available - and yet I bet he still could crush any LLM that didn

Research

Hermes like the ancient Greek god and Nous like the ancient Greek term for the ability to directly perceive truth, reason, and divine realit…

Nous Research draws its name from the ancient Greek concept of *nous* — the faculty of directly perceiving truth, reason, and divine reality — while its flagship model series, **Hermes**, is named ...

researchnous-research--x

HPE accelerates quantum readiness ahead of Q-day

Enterprise tech is already preparing for “Q-day” — when quantum computing will be able to break today’s public-key cryptography. Although that date is still years away, staying ahead of the curve is a

applicationssiliconangle

I agree totally @Gary. I’ve been saying this since the ChatGPT moment in Nov 22. Thank you for saying it out loud @demishassabis. Too much t…

I agree totally @Gary. I’ve been saying this since the ChatGPT moment in Nov 22. Thank you for saying it out loud @demishassabis. Too much time and energy being spent on mitigating the unintended cons

I rest my case: Mythos isn’t AGI. It’s not even better at biology than the last model. It’s tuned to particular things, not a giant advance …

I rest my case: Mythos isn’t AGI. It’s not even better at biology than the last model. It’s tuned to particular things, not a giant advance towards general intelligence. Same as it ever was. @GaryMarc

Indeed, if the LLM crew would just stick to this narrative, I would have a lot less to say 🤷‍♂️

Indeed, if the LLM crew would just stick to this narrative, I would have a *lot* less to say 🤷‍♂️ @GaryMarcus All we want is truth. Instead of overhyping LLMs, they should keep narative: -LLMs are use

Just launched at @aiDotEngineer : our official AGI Pills! prescribe one (1) if your colleague is saying we are hitting a wall and/or trying …

Just launched at @aiDotEngineer : our official AGI Pills! prescribe one (1) if your colleague is saying we are hitting a wall and/or trying to add inductive bias instead of Trusting The Model Media bt

safetyswyx--x

LangSmith for Startups Spotlight: @tryflint Flint is an autonomous website platform that generates on brand landing pages. Flint’s marketing…

LangSmith for Startups Spotlight: @tryflint Flint is an autonomous website platform that generates on brand landing pages. Flint’s marketing agent works behind the scenes to get your message out to th

LLM Spirals of Delusion: A Benchmarking Audit Study of AI Chatbot Interfaces

model-releasesarxiv-cs-ai

arXiv:2604.06188v1 Announce Type: cross Abstract: People increasingly hold sustained, open-ended conversations with large language models (LLMs). Public reports and early studies suggest that, in such

Mark “Metaverse” Zuckerberg totally bought Moltbook at the peak of the market 🤣

Meta acquired Moltbook, an AI-only social network launched in January 2026 by entrepreneurs Matt Schlicht and Ben Parr, after the platform had gone viral and then faded in popularity. Moltbook is ...

Now your business analyst in HR, Finance, or Sales team can build a live app or dashboard, a slide deck that updates in real time, or anythi…

Now your business analyst in HR, Finance, or Sales team can build a live app or dashboard, a slide deck that updates in real time, or anything for that matter for your CEO. Combine the speed and power

applicationsreplit--x

Police arrest 20-year-old after a Molotov cocktail was thrown at Sam Altman's $27 million home

A 20-year-old man, identified as Daniel Alejandro Moreno-Gama, was arrested early Friday after allegedly throwing a Molotov cocktail at OpenAI CEO Sam Altman's San Francisco home and making threats...

industryr-chatgpt

Quality-preserving Model for Electronics Production Quality Tests Reduction

arXiv:2604.06451v1 Announce Type: new Abstract: Manufacturing test flows in high-volume electronics production are typically fixed during product development and executed unchanged on every unit, even

safetyarxiv-cs-lg