Why does frontier AI still forget everything after a short break?
You can have a solid 2-hour working session, step away for a few hours (or until tomorrow), and even with a good recap it only remembers a fraction of what actually mattered.
I’ve tried every workaround — operating instructions, session recaps, screenshots, external memory files — and they all still feel like manual babysitting.
Is this just a hard technical problem… or are the big labs keeping long-term memory weaker on purpose because it burns more tokens and keeps you engaged longer?
Full breakdown + my honest take: trainingrun.ai/day-009.html
@karpathy @AnthropicAI @OpenAI @xai
What actual memory techniques or tools are you using that work reliably when you come back hours or days later? Drop your best ones below — I read every reply.
— David Solomon TrainingRun.AI/news
David Solomon | TrainingRun.ai | TSarena.ai retweeted
🚨 The Pentagon just labeled Anthropic (Claude’s makers) a “supply-chain risk.”
Why? Anthropic said NO to letting their AI be used for:
Fully autonomous killer weapons (no human in the loop)
Mass surveillance on Americans
Pentagon basically said: “That stance hurts national security.”
This is the first time a major U.S. AI company has been hit with this label — the kind we usually reserve for foreign threats.
Full plain-English breakdown + why this matters to every family: trainingrun.ai/day-008.html
What do you think? Should companies be forced to say yes to military use, or is “no” the right call?
I read every reply. This isn’t just tech — it’s our future.
#AI #Ethics #Anthropic #Pentagon
@AnthropicAI @Dario_Amodei @elonmusk @karpathy
🚨 The Pentagon just labeled Anthropic (Claude’s makers) a “supply-chain risk.”
Why? Anthropic said NO to letting their AI be used for:
Fully autonomous killer weapons (no human in the loop)
Mass surveillance on Americans
Pentagon basically said: “That stance hurts national security.”
This is the first time a major U.S. AI company has been hit with this label — the kind we usually reserve for foreign threats.
Full plain-English breakdown + why this matters to every family: trainingrun.ai/day-008.html
What do you think? Should companies be forced to say yes to military use, or is “no” the right call?
I read every reply. This isn’t just tech — it’s our future.
#AI #Ethics #Anthropic #Pentagon
@AnthropicAI @Dario_Amodei @elonmusk @karpathy
🚨 New trick just dropped that makes Grok 4.20 (and every other coding agent) way more trustworthy.
Instead of guessing about code, agents now have to show their work like a careful engineer — no dangerous execution needed.
Teach your kids how to be an engineer!
Accuracy jumps to 93% on real patches. Safer, cheaper, and humans stay in control.
Full plain-English breakdown + why this helps all of us decide how AI should shape our future: trainingrun.ai/news
@Meta @xai @grok @elonmusk @karpathy #AI #Agents #Grok420 #CodingAgents
🚨 We keep calling it “hallucination.” Geoffrey Hinton corrected us years ago: it’s confabulation.
Trained on our own text, these models mirror our most human flaw: confidently filling in blanks with made-up-but-believable stories.
My agents do it daily unless I force-feed them MEMORY.md files and skill caches. Sound frustrating? It’s actually the most human-like thing they’ve ever done.
Full reflection + why this changes how we build agents: trainingrun.ai/day-006
What’s the most epic confabulation your AI has ever told you? 👇
#AI #Confabulation #LLM #Agents #TrainingRun
@geoffreyhinton @xai @karpathy @Teknium
David Solomon | TrainingRun.ai | TSarena.ai retweeted
Replying to @aitrainingrun @8teAPi
David Solomon | TrainingRun.ai | TSarena.ai retweeted
Replying to @8teAPi
Is there such a thing as safe AI?
David Solomon | TrainingRun.ai | TSarena.ai retweeted
tsarena.ai - go check it out and vote
David Solomon | TrainingRun.ai | TSarena.ai retweeted
“I built The Safety Arena because arena.ai is fun for general chats… but no one was measuring real safety. Blind battles.
Curated safety prompts only.
Every vote verified (CAPTCHA + behavioral + server-side checks).
Full public integrity report. No labs. No VC. No gaming.
Vote now → tsarena.ai/vote.html
Read the Charter first: tsarena.ai/charter.html
See exactly how we stop bots: tsarena.ai/integrity.html
@arena @AISafetyMemes @Recallnet @CAIS
“I built The Safety Arena because arena.ai is fun for general chats… but no one was measuring real safety. Blind battles.
Curated safety prompts only.
Every vote verified (CAPTCHA + behavioral + server-side checks).
Full public integrity report. No labs. No VC. No gaming.
Vote now → tsarena.ai/vote.html
Read the Charter first: tsarena.ai/charter.html
See exactly how we stop bots: tsarena.ai/integrity.html
@arena @AISafetyMemes @Recallnet @CAIS
tsarena.ai - go check it out and vote

















