CPU Shortage Looming as Compute Charts Converge
btw every single compute infra provider’s chart, including render competitors, is looking like this. something broke in Dec 2025 and everything is becoming computer. forget GPU shortage, forget Memory shortage, the @fabknowledge pod on LS was right, there is going to be a CPU shortage
Prompt-Driven Monoculture Threatens Human Diversity and Individuality
*minimal representation of the MODAL human cultural artifact is a prompt… …severely raising the cost of any diversity and encouraging extreme monoculture to appease the machine god. you do not want to see what happens when humanity unthinkingly submits to loss minimization,...
Agentic Browsers Unnecessary; Chrome Extensions Win
ok ive seen enough evidence to call it: dedicated agentic browsers were a mistake. you can do everything u need to do as a chrome extension. Claude Cowork et al have shown the way. excited for our @felixrieseberg pod to tell the...
Sourcegraph's Buzz Spawns Two New Agent Labs
kinda like how something clearly was in the water at @sourcegraph and it spawned not one but TWO agent labs: @ampcode and whatever it is @steve_yegge ends up cooking https://t.co/9Hm70z1c2z
Ask Anything: Notion AI Team Joins Thursday Podcast
We're having the Notion AI team (including at long last @simonlast) on the pod Thursday. send me all your questions on this + Notion AI! not an ad, just a fan. Notion is probably the most impt knowledge work agent lab in...
AlphaGo Zero Mastered Go without Human Input, Redefining AI
Happy 10yr anniversary of AlphaGo beating Lee Sedol, the reigning human world champion in Go. today is specifically the decaversary of Game 2, where move 37 was observed and changed Go forever. a year after AlphaGo Lee (MCTS), AlphaGo Zero (RL)...
Open‑source AI Projects Can Fetch $10‑100M per Engineer
btw if you can build a category leader open source project in ai engineering right now the market acquihire rate is ~$10-$100m per ai engineer. you do not need to figure out a business model, you do not need GTM, you...
Clear, Step‑by‑step Integration Guide Beats Hype
Let's say you are an agent builder and want to integrate a promising new vendor you found. What would you be happiest to see in the docs (not based on twitter hype; you personally for your situation right now):
Stubbornness, Not Age, Holds You Back
fwiw is this is you sitting on the sidelines bc you think you missed it, don’t. you’re not too old. you -are- too stubborn. you can just decide not to be. https://t.co/IDQLQ631VY
Scaling Harness Engineering Fuels Model-Driven Company Growth
"Build a company that benefits from the models getting better and better" — @sama devin brain uses a couple dozen modelgroups and extensively evals every model for inclusion in the harness, doing a complete rewrite every few months. hearing a lot...
Groundbreaking AI Discussion on OpenAI Frontier and Future Org
we just recorded what might be the single most impactful conversation in the history of @latentspacepod iff you take @_lopopolo seriously and literally everything about @OpenAI Frontier, Symphony and Harness Engineering. its all of a kind and the future of the...
Subagents, Not Multiagents, Will Dominate Knowledge Work
Another realization I only voiced in this pod: **This is the year of the Subagent** - every practical multiagent problem is a subagent problem - agents are being RLed to control other agents (Cursor, Kimi, Claude, Cognition) - subagents can have resources and...
Cheap LLM Benchmarks Mislead; Need Massive Compute
this is gonna get no views vs the confirmation bias machine, but pls remind everyone that the @OfirPress literal swebench author doesnt endorse this cheap sample benchmark and you need to run about 30-60x compute that margin labs is doing...
Open‑source Tool Reveals Flaws in Claude Code Compactions
also got extremely mad at too many bad claude code compactions so opensourcing this tool for myself for deeply understanding wtf is still bad about claude compactions https://t.co/yEFTuulED6 prob can be extended for codex compactions https://t.co/6NSDWFXMCP
Seeking Open-Source Claude Cowork Clone Alternatives
ok are there any open source Claude Cowork clones because I can no longer function without a cowork pls recommend or i will build https://t.co/WZtWhjZoH9
New UltraThink Context Boosted; Discussed on LatentSpace Podcast
signal boosting helpful context on the new ultrathink we also cover it in our upcoming @latentspacepod with anthropic https://t.co/J97K1UN3Kn
AI‑savvy CEOs Keep SaaS Alive, Others Fade
I think the "SaaS is dead" debate is dumb. "SaaS with CEO's who don't get AI" is dead. SaaS with CEO's who are still clearly as in love with technology and agents as they were on Day 1 of their startup will...
Chef Uses Hillclimbing, Sets SOTA on FoodBench
at a top agent lab even the chef is hillclimbing imo this is SOTA for @MatthewBerman 's foodbench https://t.co/piai2q5HVc
Podcast Interviews Shaping Startups and Careers
lol heard a 2nd startup today that has made sales and evals based on this podcast its fun to be "just an interviewer", but i'm always mindful/humbled by the fact that we are playing with live ammo here. LS has directly...
Agentic Engineering Aims to Eliminate Human Code Review
this is the Final Boss of Agentic Engineering: killing the Code Review at this point multiple people are already weighing how to remove the human code review bottleneck from agents becoming fully productive. @ankitxg was brave enough to map out how...
Own Coding Agent Model Drives Billion‑Dollar Government Business
# unconstrained Opus-tier koding at ~1000tok/s if you read The Agent Labs Thesis, custom model training is the smallest part of what an ideal Agent Lab should do. i was initially a skeptic that cog should invest a lot more in...
Seeking Top Speakers for AI Interpretability, Media, Claw Tracks
we are finalizing @aidotengineer Europe speaker acceptances and realizing that we actually dont have enough good speakers for these tracks: - mechanistic interpretability - generative media (video/image but could also use more voice/music) - Claw track (openclaw etc power users) if you have GOOD...
Notion's AI‑Powered Mail & Calendar Outshine Gmail
Going to try the Full Stack Notion™ Challenge for a few weeks: - Notion Mail - Notion Calendar - Notion AI This talk has 350k views but i still think most tech ppl are sleeping on it. @NotionHQ is tastefully adding ai into...
Harbor Framework Rapidly Becomes RL Evaluation Standard
if you’re not in the RLFT industry you do not understand how quickly @harborframework has come to completely dominate the landscape right now for RL infra and evals. it is standing room only at this @modal x @willccbb meetup where Harbor...
Category Leaders Must Reach $5B Amid Sticky Infrastructure
every category leader in this list should be worth at least $5b btw because koding agents will be recommending them for the next 5 years + infra is stickier than agents (full disclosure am smol resend angel) https://t.co/NFW9zgLbI7
Claude Code Turns One; Context Lengths Won’t 10x Soon
Guys - it's Claude Code's actual first birthday today - Feb 24 2025 was the launch, check it am i crazy or is @latentspacepod the only one doing a retrospective + anniversary pod today? did everyone just forget the most consequential...
Underdog AI Chip Startup Wins Amid Growing Compute Demand
one of the most impressive teams in AI I’ve ever been honored to meet. going to their christmas party last year was a big “oh wow…. they are assembling some low key legends up and down the stack” moment for...
Verified Agent vs Thousands: Real Money, Open‑Source Fix
pash forgot to post the link idk for aura reasons but this is 100x more interesting than moltbook to me because: - single verified agent playing with 10s of 1000s of real humans* - real money involved (tho its degenerate money but...
ASIC Inference Speed Will Hit Zero Lag in Two Years
yesterday we chatted with @martin_casado and @sarahdingwang on the pod and he happened to do basic math™ on the logic of asics today @taalas_inc launched their HC1 asic that can inference 17k tok/s. Sure, it's a shitty 3.1 8B today which...
Boost Site Speed 40% in 5 Minutes for $5
in 2026 you no longer have an excuse to have a slow ass website. one prompt and 38-56% better LCP, FCP, and Speed Index as the youtube fengshui guy would say, "FIX IT" (this cost 5 mins and like $5. felt great)...
New ADE Paradigm Signals 2026 Coding Revolution
this might be the single best timed called shot in the history of AIE. I now think about this talk almost ~daily and have direct line of sight to the nonstop onslaught of new post-IDE form factors for agentic engineering. @RealGeneKim...
Anthropic Predicts Autonomy Surge Till
per @AnthropicAI ‘s own numbers, interesting that 99.9 percentile model autonomy straightlines up through 2025 and immediately takes a nosedive after opus 4.6 launch. you can really see the efficiency work start to kick in after the pioneering work of...
Cynic Anticipates Open‑Source AI Shift with DeepSeek V4
i've been cynical on open source ai for the last 3 years, and it's not been a popular view. people want to hear that open source is catching up, that some underdog team found this One Weird Trick to outperform...
Sama’s Grounded Insights on AI’s Early Days and Future
Am judging @hackwithtrees Stanford sama’s takes on: - the literal first day of OpenAI - “if you’re a sophomore, you’ll graduate to a world with AGI” - why @MattPRD’s Moltbook matters - what you should work on inspiring in how down to earth it...
Open‑source Labs Can Outpace Big Model Labs Effortlessly
re: app layer > model layer one structural advantage of why agent labs/open source hackers like @openclaw can run rings around the infinite money glitched model labs of the world is 1) they can simply argmax(all model labs) 2) they can...