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brown s lecture on how agi will transform physics research the lecture covers ai scaling to olympiad level mathematics 9h 147 2k 857 989 df 756 daniellefong p 387 dynamicwebpaige gh 8 geoffreyhinton jb top comment gamescrowne geoffreyhinton yes agreed both engaging and informative in one swoop 12 2 openai codex engineering lead thibault sottiaux says his team is investigating unexplained token usage spikes an engineer jokingly blamed his own high token consumption 4h 600 5k 6 2k 373 ti 611 thsottiaux ga 598 gabriel1 ti top post thsottiaux as we are still investigating i have reset everyone s codex usage limits this is a hard reset given some users had stacked up to three banked resets already that they can apply on their own schedule funnily enough this week at openai is called the reset week which is meant for folks to relax a bit however it will be a different kind of reset week enjoy 13 2 khosla ventures keith rabois endorses jaya gupta s guide to building iconic companies in the ai era executive josh elman also agreed calling the guide timeless 13h 433 9k 847 2 3k je 974 joshelman kr 384 rabois je top post joshelman the advice here is timeless and a great reminder that in this exciting moment where everything seems different core principles still hold true 14 4 investor vijay pande argues distributed ai inference will succeed on consumer edge devices rather than decentralized computing networks apple m series chips could run local workloads for free 14h 375 7k 1 3k 493 vp 1821 vijaypande ps 1358 peteskomoroch cp 347 chamath vp top post vijaypande i bet this distributed inference will look pretty simple everything on the edge that s apple s play and the m silicon does great combine with os models and you re only six months out of date which is just fine for a ton of people at zero marginal cost 15 4 deepseek releases deepspec a collection of accelerated open weight models optimized for local deployment based on qwen3 and gemma4 the four models range from 4b to 14b parameters 13h 80 6k 540 133 fb 1778 xeophon t 501 teortaxestex c 109 clementdelangue ak 33 _akhaliq t top post teortaxestex good guy deepseek gives us accelerated models the most interesting one here is gemma4 12b i presume vision included might be the best local model in its weight class now by some margin qwen 3 5 not included because ds park doesn t do linear attention i guess 16 4 xprize founder peter diamandis says data centers are being sent into space because earth cannot generate energy fast enough elon musk agreed calling the orbital transition inevitable 14h 161 2k 3k 91 ph 1772 peterdiamandis b 530 beffjezos em 52 elonmusk em top post elonmusk peterdiamandis space is inevitable if you wish to ascend to a k2 civilization 17 4 wharton s ethan mollick argues ai model routers systematically underestimate the difficulty of qualitative and non coding tasks this routing mistake deprives creative tasks of advanced models 10h 42 9k 626 90 ad 1537 dorialexander da 1469 davidlee em 184 emollick em top post emollick it is worth being very very careful about how you are approaching routing especially when the systems are primarily tested on verifiable it benchmarks which may lead you to overestimate the ability of weaker models 18 1 deepseek ai and peking university open source dspark using speculative decoding to boost llm inference throughput by up to 400 the method also accelerates gemma and qwen model inference 18h 30 5k 324 38 ps 1358 peteskomoroch rp 1257 rohanpaul_ai la 1215 scaling01 t 501 teortaxestex la top post scaling01 this name is straight out of a sci fi book 19 4 independent ml consultant hamel husain says codex s cross device remote sessions are superior to claude the system synchronizes local and remote projects via mobile 10h 70k 488 117 fastest climbing 4 hh 1682 hamelhusain ja 766 jxnlco ps 382 steipete hh top post hamelhusain jxnlco goodwill hunting is goated for memes 20 2 ai safety researcher david manheim proposes a consensus statement to standardize ai evaluations and require replication packages elon musk suggested publishing evaluation frameworks directly on x 16h 112 4k 1 4k 56 jh 90 jeremyphoward em 52 elonmusk xc top comment xceo_eth elonmusk yishan rising stories kids act vote 6h ago us house schedules vote on kids act mandating online age verification and restricting encrypted communications dj 1706 dan_jeffries1 sb 289 blancheminerva 2 4k 233 2k tau agent launch 5h ago alejandroao launches tau an open source python framework for building ai agent harnesses and tuis from scratch me 861 mervenoyann c 109 clementdelangue 1 5k 160 1k elon race loss 7h ago yann lecun argues elon musk has lost the ai race due to his public criticism of ai researchers pd 834 pmddomingos yl 3 ylecun 732 64 2k trillion model plans 1h ago elon musk confirms xai will release a 1 5 trillion parameter model in july and a 2 trillion parameter model in august la 1215 scaling01 em 52 elonmusk 612 54 7k gov model drop 36m ago nd studio releases the first de novo ml model publicly released by the us government built for on device pii redaction wm 520 willmanidis lc 219 lulumeservey 182 35 9k recent stars ek v4 flash dgx spark 39m ago supplies docker image launch scripts and rdma nccl config to serve deepseek v4 flash with vllm tensor parallel across two dgx spark nodes ac 504 51 stars jeremytregunna foldb 40m ago implements a replicated deterministic key value store in zig where state is computed by folding the log into an lsm tree tl 220 53 stars hang13 videogamebench 1h ago evaluates vision language models on video games via emulators for game boy dos and browser titles using visual inputs 1014 357 stars ir ai tools just_bash 2h ago implements a sandboxed elixir bash interpreter backed by an in memory virtual filesystem 1014 76 stars cocoa xu exclosured 2h ago compiles rust to webassembly for browser execution with bidirectional phoenix liveview communication 1014 49 stars github stars 7 days xlang ai osworld v2 10h ago benchmarks computer use agents on long horizon real world desktop tasks via vm environments and gated task sets 1014 ys 397 ty 843 71 stars deepseek ai deepspec 1d ago provides full stack code for training evaluating speculative decoding draft models with data prep and eval scripts ac 484 zl 1194 el 1136 1 5k stars thudm slime 2d ago integrates megatron training with sglang rollouts for llm post training and rl scaling gh 458 1014 ac 484 7k stars nd models of ai tools 2d ago aggregates leaked and open sourced system prompts plus tool definitions from ai coding agents like cursor claude and devin 1014 sc 827 141 3k stars anthropics skills 2d ago hosts collections of self contained skills specs and templates for dynamically extending claude s capabilities on specialized tasks 1014 ag 1467 155 8k stars privacy policy terms of service 2026 digg inc yesterday s top stories jun 27 2026 posts 3 086 clusters 1 073 stories frozen at midnight pt 1 0 deepseek and peking university release dspark a speculative decoding framework boosting deepseek v4 speed by up to 85 they also open sourced deepspec an mit licensed draft model codebase 1d 1 views 806 2k 1 liked 8 7k 1 bookmarked 2k ze 1695 zephyr_z9 b 1623 andersonbcdefg rp 1257 rohanpaul_ai c 1248 charles_irl la 1215 scaling01 ka 1213 kalomaze ta 1140 victortaelin el 1136 eliebakouch ys 851 ying11231 xj 830 _xjdr rs 741 ziv_ravid yj 586 yuchenj_uw t 501 teortaxestex ak 33 _akhaliq nd 22 nandodf 2 0 coinbase cuts ai spending by nearly 50 using dynamic routing open weight models and prompt caching prompt cache hit rates increased from 5 to 60 13h 198 8k 1 6k 706 mb 1780 matthewberman jh 1667 jeffreyhuber b 1520 brendanfoody df 756 daniellefong rs 447 scobleizer mz 441 matei_zaharia al 195 levie as 99 aravsrinivas 3 0 us commerce department partially lifts export restrictions on anthropic s mythos 5 model for 100 authorized institutions anthropic s fable 5 model remains fully banned 1d 782 4k 3 8k 685 mn 1716 menhguin dj 1706 dan_jeffries1 ch 1360 kimmonismus rs 741 ziv_ravid ac 682 andrewcurran_ 4 0 systems architect daniel jeffries warns that sudden restrictions on frontier ai models could spark an open source rebellion high level model access was reportedly blocked for two weeks 23h 65 3k 1 9k 183 vp 1821 vijaypande dj 1706 dan_jeffries1 ch 1360 kimmonismus ba 1115 bayeslord j 674 repligate ms 585 martinshkreli rs 447 scobleizer 5 0 anthropic ceo dario amodei argues open source ai is a distraction because model weights do not grant true transparency critics argue open weights allow local deployment and fine tuning 12h 200 1k 3 1k 327 cr 1942 cwolferesearch cb 1674 code_star rp 1257 rohanpaul_ai ba 1115 bayeslord bt 593 tunguz b 530 beffjezos t 331 teknium 6 0 trump administration reportedly close to lifting restrictions on anthropic s fable 5 after 15 day security outage the pentagon and nsa must still grant final clearance 17h 98 9k 1 4k 114 ze 1695 zephyr_z9 ch 1360 kimmonismus rp 1257 rohanpaul_ai df 756 daniellefong ac 682 andrewcurran_ j 674 repligate 7 0 eric topol says gpt 5 5 pro scored 79 100 on medical benchmark but remains below clinical deployment threshold separately sophont released medmarks v1 0 to automate medical evaluations 22h 88 4k 430 108 as 1346 anderssandberg et 816 erictopol tm 613 iscienceluvr bt 593 tunguz em 184 emollick gm 178 garymarcus 8 0 suhail doshi playground ai founder details his ai workflow for digesting queued research papers and articles to avoid doomscrolling a custom prompt translates academic papers into simplified summaries 12h 71 5k 1 1k 1 3k tm 613 iscienceluvr su 361 suhail gt 121 garrytan da 117 davidsholz 9 0 unconvai releases un 0 an image generation model built on a backbone of coupled oscillators the architecture leverages the winfree oscillatory neural network framework 17h 114 6k 1 1k 909 m 1956 mayfer df 756 daniellefong aj 617 jm_alexia 10 0 pseudonymous ai researcher janus argues that halting ai development increases existential risk and invites poor government oversight andrew curran agreed arguing that slowing down is counterproductive 17h 287 6k 2 1k 281 ac 682 andrewcurran_ j 674 repligate b 530 beffjezos 11 0 zhipu ai model reportedly matches claude mythos in cybersecurity vulnerability detection sparking debate over dual use risks critics question if the benchmark evaluated zhipu s glm 5 2 cyber 5h 149 7k 1 2k 703 xl 1855 xlr8harder gr 400 rauchg al 195 levie 12 0 policy analyst dean w ball argues the us has shifted to a restrictive de facto ai licensing regime trump reportedly asked openai to stagger its upcoming model 2d 42k 411 101 dj 1706 dan_jeffries1 rs 447 scobleizer bg 259 bgurley 1 ad digg deeper question what are the current second order effects of what s happening right now with the labs seemingly being nationalized answer view answer 13 0 founder beff argues us restrictions on leading ai models backfired due to flawed comparisons to nuclear weapons t3 stack creator theo browne initiated the policy debate 22h 155 2k 4 1k 131 t 1325 theo a 595 iamtrask b 530 beffjezos 14 0 openai updates its codex application with faster thread switching and position preserved scrolling the updates add deeper local history and archive management 12h 125 8k 1 5k 182 v 1939 reach_vb ja 766 jxnlco ti 611 thsottiaux 15 0 study finds compressing chain of thought traces during knowledge distillation degrades downstream student model accuracy evaluations used teacher student pairs like llama 70b and ministral 14b 22h 71 2k 317 108 fb 1778 xeophon la 1215 scaling01 tm 613 iscienceluvr t 501 teortaxestex 16 0 olivia moore a16z partner argues consumer llm apps lack collaborative features beyond static link sharing technical and design hurdles currently prevent multi user chat environments 23h 232 2k 880 382 om 1833 omooretweets 1014 deepfates df 756 daniellefong 17 0 bineval framework evaluates llms using atomic binary questions to outperform g eval and unieval hamel husain says binary metrics simplify llm error analysis 12h 60 1k 730 1 2k hh 1682 hamelhusain ca 1059 chrisalbon el 684 omarsar0 18 0 independent researcher douglas yao synthesizes novel alzheimer s compound pac 832 in his garage using claude code and opentrons the candidate is the first selective galr1 antagonist 10h 23 2k 342 98 jc 943 jasoncrawford df 756 daniellefong ac 682 andrewcurran_ tm 613 iscienceluvr b 530 beffjezos 19 0 perplexity s aravind srinivas argues enterprises will run in house development loops to optimize token value per watt proprietary domain knowledge prevents replication by generalized external models 12h 115 7k 1 3k 623 b 1520 brendanfoody yp 1171 ypatil125 as 99 aravsrinivas 20 0 ai2 post training lead nathan lambert accuses anthropic of using political pressure on model distillation for regulatory capture lambert claims safety focus blinds anthropic s staff to competition 15h 84 6k 1 7k 122 xl 1855 xlr8harder b 530 beffjezos nl 80 natolambert 21 0 deepseek recruits deep learning researchers in beijing to optimize pre training on ascend npus and nvidia gpus the roles focus on hardware software co design to pursue agi 21h 80 4k 622 179 el 1136 eliebakouch t 501 teortaxestex ka 403 yacinemtb 22 0 ai developer teortaxes questions the validity of the prinzbench ai benchmark after glm 5 2 scores a low 30 out of 99 the benchmark placed grok 4 20 ahead of opus 4 8 17h 47 8k 424 65 fb 1778 xeophon la 1215 scaling01 t 501 teortaxestex su 361 suhail 23 0 yaroslav bulatov says physical data movement not computation drives gpu energy consumption because wires cannot shrink as fast as transistors traditional computing models fail to account for physical data location 20h 84 6k 656 210 yb 745 yaroslavvb ff 577 francoisfleuret yl 3 ylecun 24 0 andrew curran predicts fable 5 and gpt 5 6 will receive regulatory release approval next week teknium noted that compliance with these guidelines is voluntary 8h 99 7k 2k 584 ac 682 andrewcurran_ t 331 teknium 25 0 daniel kokotajlo ai futures project leader shares a forecasting workflow urging practitioners to confidently extrapolate trends despite social biases he recommends using quantitative tools like the bio anchors framework 10h 30 2k 573 383 dk 872 dkokotajlo j 674 repligate am 359 aidan_mclau 26 0 policy scholar dean w ball argues that establishing ai development as first amendment protected expression is the next critical legal challenge seth lazar warns this constitutional framing is philosophically problematic 6h 51k 254 61 th 1478 timhwang sl 1093 sethlazar ja 173 jachiam0 27 0 midjourney founder david holz shares a speculative future timeline predicting 10 billion humanoid robots and the dissolution of mercury the timeline also projects 10 billion brain computer interfaces 2h 27 2k 385 95 jc 943 jasoncrawford gv 736 gillverd da 117 davidsholz 28 0 y combinator co founder paul graham says a tool to bypass the uk s proposed social media ban would see rapid startup growth michael nielsen likened the ban to 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